https://notes.yousef.gg/reasoning-and-problem-solving/brief-history/ https://notes.yousef.gg/prob-cs/continuous-random-variables/ https://notes.yousef.gg/computer-vision/optics/exposure/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/feature-vector/ https://notes.yousef.gg/computer-vision/optics/image-formation/ https://notes.yousef.gg/machine-learning-foundations/introduction/ https://notes.yousef.gg/computer-vision/optics/lenses/ https://notes.yousef.gg/computer-vision/optics/magnification/ https://notes.yousef.gg/physics-for-computer-science/ https://notes.yousef.gg/machine-learning-foundations/algorithms/selecting-the-learning-algorithm/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/ https://notes.yousef.gg/prob-cs/stochastic-process/ https://notes.yousef.gg/computer-vision/optics/the-pinhole-camera/ https://notes.yousef.gg/computer-vision/optics/vanishing-point/ https://notes.yousef.gg/reasoning-and-problem-solving/agents/ https://notes.yousef.gg/machine-learning-foundations/data/ https://notes.yousef.gg/computer-vision/optics/depth-of-field/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/feature-engineering/ https://notes.yousef.gg/prob-cs/markov-chains/ https://notes.yousef.gg/designing-and-using-databases/ https://notes.yousef.gg/reasoning-and-problem-solving/environments/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/ https://notes.yousef.gg/prob-cs/markov-property/ https://notes.yousef.gg/prob-cs/memoryless-random-variable/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/properties-of-good-features/ https://notes.yousef.gg/reasoning-and-problem-solving/structure-of-agents/ https://notes.yousef.gg/prob-cs/transition-matrix/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/ https://notes.yousef.gg/prob-cs/counting-process/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/ https://notes.yousef.gg/reasoning-and-problem-solving/goal-based-agents/ https://notes.yousef.gg/reasoning-and-problem-solving/learning-agents/ https://notes.yousef.gg/machine-learning-foundations/ https://notes.yousef.gg/matrices-and-linear-transformations/ https://notes.yousef.gg/reasoning-and-problem-solving/model-based-reflex-agents/ https://notes.yousef.gg/prob-cs/ https://notes.yousef.gg/reasoning-and-problem-solving/simple-reflex-agents/ https://notes.yousef.gg/prob-cs/sojourn-times/ https://notes.yousef.gg/reasoning-and-problem-solving/utility-based-agents/ https://notes.yousef.gg/machine-learning-foundations/algorithms/ https://notes.yousef.gg/reasoning-and-problem-solving/formulation-of-agent-problems/ https://notes.yousef.gg/prob-cs/poisson-process/ https://notes.yousef.gg/reasoning-and-problem-solving/ https://notes.yousef.gg/computer-vision/ https://notes.yousef.gg/machine-learning-foundations/hyperparameters/ https://notes.yousef.gg/reasoning-and-problem-solving/inner-working-of-agents/ https://notes.yousef.gg/prob-cs/queuing-systems/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/4-categorical-variables/1-dummyfication-process/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/1-functions-vs-models/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/5-interaction-terms-and-polynomial-effects/1-including-interaction-terms-in-a-model/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/2-multiple-linear-regression/1-intro-to-multiple-linear-regression/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/3-residual-analysis/1-intro-to-residual-analysis/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/1-intro-to-simple-linear-regression/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-vi---classification-models/1-introduction-to-logistic-regression-binary/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/6-model-selection-and-validation/1-model-selection-criteria/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/6-model-selection-and-validation/2-anova-method/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/3-residual-analysis/2-assumptions-of-the-error/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/5-interaction-terms-and-polynomial-effects/2-higher-order-or-polynomial-models/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/4-categorical-variables/2-mlr-with-both-qualitative-and-quantitative-independent-variables-in-python/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/2-multiple-linear-regression/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/2-probabilistic-models/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/2-reading-models/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-vi---classification-models/2-sigmoid-function-and-logit-transformation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/2-multiple-linear-regression/2-simple-linear-regression-vs-multiple-linear-regression/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/6-model-selection-and-validation/3-best-subset-regression/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-vi---classification-models/3-build-the-model/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/3-fitting-the-model---least-squares-approach/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/3-model-design/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/2-multiple-linear-regression/3-multiple-linear-regression-with-quantitative-independent-variables-complete-example/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/3-residual-analysis/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/3-residual-analysis/3-using-the-residuals-analysis-to-improve-our-model/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/4-categorical-variables/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/2-multiple-linear-regression/4-forward-and-backward-selection/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-vi---classification-models/4-model-evaluation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/4-specifying-the-distribution-of-error-and-estimating-its-standard-deviation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/6-model-selection-and-validation/4-stepwise-selection/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/4-understanding-the-data/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/5-inferences-about-the-true-slope-b1-adequacy-of-the-model/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/5-interaction-terms-and-polynomial-effects/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-vi---classification-models/5-model-predictions/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/6-model-selection-and-validation/5-model-validation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/2-multiple-linear-regression/5-the-multicollinearity-problem/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/5-variation-analysis/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/6-covariation-analysis/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/6-model-selection-and-validation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-vi---classification-models/6-multiple-logistic-regression-use-case/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/6-usefulness-of-the-model-correlation-and-determination/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/7--akaike-information-criterion-and-bayesian-information-criterion/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/7-patterns-and-models/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/8-cross-validation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/1-simple-linear-regression/8-use-the-model-for-estimation-and-prediction/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/a-game-of-chance---monte-carlo-simulation/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/a-search/ https://notes.yousef.gg/matrices-and-linear-transformations/adlu-factorization/ https://notes.yousef.gg/matrices-and-linear-transformations/alu-factorization/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/ac-3/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/accuracy/ https://notes.yousef.gg/machine-learning-foundations/algorithms/adaboost/ https://notes.yousef.gg/machine-learning-foundations/data/adaptive-synthetic-sampling-method-adasyn/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/advanced-instruction-sets/ https://notes.yousef.gg/machine-learning-foundations/data/adversarial-validation/ https://notes.yousef.gg/reasoning-and-problem-solving/agent-representation/ https://notes.yousef.gg/designing-and-using-databases/mongodb/aggregation-framework/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/ai-accelerator/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/almost-correct-prediction-error-rate/ https://notes.yousef.gg/reasoning-and-problem-solving/alpha-beta-pruning/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/alpha-beta-search/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/alternator/ https://notes.yousef.gg/designing-and-using-databases/introduction/anatomy-of-a-database/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/and-or-search/ https://notes.yousef.gg/reasoning-and-problem-solving/and-or-search-trees/ https://notes.yousef.gg/matrices-and-linear-transformations/angle-between-vectors/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/ https://notes.yousef.gg/matrices-and-linear-transformations/areas-and-volumes/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/arithmetic-logic-unit-alu/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/asic/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/assembly/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/auc-roc/ https://notes.yousef.gg/machine-learning-foundations/algorithms/autoencoder/ https://notes.yousef.gg/reasoning-and-problem-solving/automated-planning/ https://notes.yousef.gg/designing-and-using-databases/introduction/b-trees-balanced-trees/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/backpropagation/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/backtracking-search/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/bag-of-words/ https://notes.yousef.gg/machine-learning-foundations/algorithms/bagging/ https://notes.yousef.gg/matrices-and-linear-transformations/balancing-chemistry-equations/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/bare-metal/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/baseline/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/basic-concepts/ https://notes.yousef.gg/designing-and-using-databases/mongodb/basic-mongodb/ https://notes.yousef.gg/reasoning-and-problem-solving/basic-search-algorithms/ https://notes.yousef.gg/physics-for-computer-science/basics/ https://notes.yousef.gg/matrices-and-linear-transformations/basis/ https://notes.yousef.gg/prob-cs/bayesian-networks/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/beam-search/ https://notes.yousef.gg/reasoning-and-problem-solving/belief-state/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/bfs/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/bi-directional-heuristic-search/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/bi-directional-search/ https://notes.yousef.gg/machine-learning-foundations/hyperparameters/bias-variance-tradeoff/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/bios/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/booting/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/bootloader/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/boruta/ https://notes.yousef.gg/machine-learning-foundations/building-a-pipeline/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/importing-and-exporting-data/bulk-data/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/buses/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/c-compiler-structure/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/cache/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/capacitors/ https://notes.yousef.gg/designing-and-using-databases/cassandra/ https://notes.yousef.gg/categories/ https://notes.yousef.gg/machine-learning-foundations/data/causes-of-data-leakage/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/cgroups/ https://notes.yousef.gg/matrices-and-linear-transformations/change-of-basis/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/characteristics-of-a-monte-carlo-simulation/ https://notes.yousef.gg/designing-and-using-databases/introduction/choosing-the-right-data-structrue/ https://notes.yousef.gg/physics-for-computer-science/circuits/ https://notes.yousef.gg/physics-for-computer-science/circuits/circuits/ https://notes.yousef.gg/reasoning-and-problem-solving/class-notes/ https://notes.yousef.gg/machine-learning-foundations/data/class-weighting/ https://notes.yousef.gg/machine-learning-foundations/algorithms/clustering/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/co-processors/ https://notes.yousef.gg/matrices-and-linear-transformations/cofactor-matrix/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/cohens-kappa-statistic/ https://notes.yousef.gg/matrices-and-linear-transformations/column-space/ https://notes.yousef.gg/machine-learning-foundations/data/common-problems-with-data/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/sql-queries/common-table-expressions/ https://notes.yousef.gg/reasoning-and-problem-solving/competitive-games/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/completely-fair-scheduler/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/components-of-a-computer/ https://notes.yousef.gg/machine-learning-foundations/data/concept-drift/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/concurrent-programming/ https://notes.yousef.gg/reasoning-and-problem-solving/conditional-plan/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/confusion-matrix/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/conservation-of-mechanical-energy/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/conservative-forces/ https://notes.yousef.gg/reasoning-and-problem-solving/constraint-satisfaction-problem/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/containers/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/continuous-random-variables/ https://notes.yousef.gg/matrices-and-linear-transformations/convergence-condition/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/convolutional-neural-networks/ https://notes.yousef.gg/matrices-and-linear-transformations/cosine-similarity/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/cpu/ https://notes.yousef.gg/matrices-and-linear-transformations/cramers-rule/ https://notes.yousef.gg/matrices-and-linear-transformations/cross-product/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/cross-entropy-loss/ https://notes.yousef.gg/machine-learning-foundations/hyperparameters/cross-validation/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/crypto-processors/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/cumulative-distribution-function---continuous/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/cumulative-distribution-function---discrete/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/cumulative-gain/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/das-u-boot/ https://notes.yousef.gg/machine-learning-foundations/data/data-augmentation/ https://notes.yousef.gg/machine-learning-foundations/data/data-bias/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/importing-and-exporting-data/data-formats/ https://notes.yousef.gg/machine-learning-foundations/data/data-imputation/ https://notes.yousef.gg/machine-learning-foundations/data/data-leakage/ https://notes.yousef.gg/machine-learning-foundations/data/data-manipulation-best-practices/ https://notes.yousef.gg/machine-learning-foundations/data/data-noise/ https://notes.yousef.gg/machine-learning-foundations/data/data-partitioning/ https://notes.yousef.gg/machine-learning-foundations/data/data-sampling/ https://notes.yousef.gg/designing-and-using-databases/introduction/data-structures-in-databases/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/data-types/ https://notes.yousef.gg/designing-and-using-databases/data-warehouse/ https://notes.yousef.gg/designing-and-using-databases/introduction/database/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/sql-queries/date-and-time-functions/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/deadlocks/ https://notes.yousef.gg/machine-learning-foundations/data/dealing-with-missing-attributes/ https://notes.yousef.gg/machine-learning-foundations/algorithms/decision-tree/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/deep-learning/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/deep-learning-optimization-algorithms/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/deep-learning-strategy/ https://notes.yousef.gg/machine-learning-foundations/introduction/defining-the-goal/ https://notes.yousef.gg/machine-learning-foundations/algorithms/density-based-spatial-clustering-of-applications-with-noise/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/depth-limited-search/ https://notes.yousef.gg/matrices-and-linear-transformations/determinant/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/device-management/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/dfs/ https://notes.yousef.gg/matrices-and-linear-transformations/diagnalizing-a-matrix/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/dielectrics/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/dimensionality-reduction/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/direct-memory-access-dma/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/directive-vs-instruction/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/discounted-cumulative-gain/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/discrete-descriptive-statistics/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/discrete-events-simulation-modeling-approaches/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/discrete-events-simulation-python/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/discrete-events-simulation-use-cases/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/discrete-random-variables/ https://notes.yousef.gg/machine-learning-foundations/data/distribution-shift/ https://notes.yousef.gg/designing-and-using-databases/introduction/document-model/ https://notes.yousef.gg/physics-for-computer-science/basics/doing-science/ https://notes.yousef.gg/matrices-and-linear-transformations/dot-product/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/dram/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/eddy-currents/ https://notes.yousef.gg/matrices-and-linear-transformations/eigenvectors-and-eigenvalues/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electric-charge/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electric-current/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electric-dipole/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electric-flux/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electric-force/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electric-potential/ https://notes.yousef.gg/physics-for-computer-science/circuits/electric-power/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electric-work/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electromotive-force-emf/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/electrostatic-field/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/elements-of-a-simulation-model/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/importing-and-exporting-data/encoding-in-data-files/ https://notes.yousef.gg/machine-learning-foundations/algorithms/ensemble-methods/ https://notes.yousef.gg/machine-learning-foundations/algorithms/ensemble-of-resampled-datasets/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/entropy/ https://notes.yousef.gg/physics-for-computer-science/basics/equations-of-motion/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/equilibrium/ https://notes.yousef.gg/machine-learning-foundations/introduction/estimating-complexity/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/ethernet/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/evolutionary-algorithms/ https://notes.yousef.gg/reasoning-and-problem-solving/execution/ https://notes.yousef.gg/prob-cs/exponential-distribution/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/f-score/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/faradays-law/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/feature-hashing/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/feature-scaling/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/feature-selection/ https://notes.yousef.gg/machine-learning-foundations/data/feedback-loop/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/feedforward-neural-networks/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/filesystem/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/finding-pi-using-monte-carlo-simulation/ https://notes.yousef.gg/matrices-and-linear-transformations/finite-linear-games/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/firmware/ https://notes.yousef.gg/reasoning-and-problem-solving/first-order-logic/ https://notes.yousef.gg/physics-for-computer-science/basics/forces/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/forces/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/foreign-keys/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/fpga/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/free-body-diagrams/ https://notes.yousef.gg/matrices-and-linear-transformations/gauss-elimination/ https://notes.yousef.gg/matrices-and-linear-transformations/gauss-siedel-numerical-method/ https://notes.yousef.gg/machine-learning-foundations/algorithms/gaussian-mixture-models/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/generating-a-dummy-dataset/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/generating-random-numbers/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/generating-random-numbers/generating-random-numbers-in-python/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/gini-index/ https://notes.yousef.gg/machine-learning-foundations/data/good-data/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/gpu/ https://notes.yousef.gg/machine-learning-foundations/algorithms/gradient-boosting-machines/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/gradient-descent/ https://notes.yousef.gg/matrices-and-linear-transformations/gram-schmidt-processes/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/graph-search/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/greedy-best-first-search/ https://notes.yousef.gg/machine-learning-foundations/hyperparameters/grid-search/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/handling-multiple-inputs-and-outputs/ https://notes.yousef.gg/designing-and-using-databases/introduction/hash-indexes/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/heap/ https://notes.yousef.gg/reasoning-and-problem-solving/heuristic-alpha-beta-tree-search/ https://notes.yousef.gg/reasoning-and-problem-solving/heuristic-functions/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/heuristic-search/ https://notes.yousef.gg/machine-learning-foundations/algorithms/hierarchical-clustering/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/hierarchical-search/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/hill-climbing-search/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/hinge-loss/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/history-and-evolution-of-computer-architectures/ https://notes.yousef.gg/machine-learning-foundations/data/homoscedasticity/ https://notes.yousef.gg/machine-learning-foundations/hyperplane/ https://notes.yousef.gg/machine-learning-foundations/hyperparameters/hypterparameter-tuning/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/ideal-discounted-cumulative-gain/ https://notes.yousef.gg/machine-learning-foundations/data/imbalanced-data/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/importing-and-exporting-data/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/indexes/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/inductors/ https://notes.yousef.gg/reasoning-and-problem-solving/inference-in-csps/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/inferential-statistics-and-models/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/information-gain/ https://notes.yousef.gg/reasoning-and-problem-solving/informed-search-strategies/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/instruction-set/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/inter-process-communication/ https://notes.yousef.gg/machine-learning-foundations/data/interaction-data/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/internet-history/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/interrupt/ https://notes.yousef.gg/designing-and-using-databases/introduction/ https://notes.yousef.gg/designing-and-using-databases/introduction/introduction/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/introduction-to-simulation-and-modelling/ https://notes.yousef.gg/matrices-and-linear-transformations/inverse-matrix/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/ip-protocol/ https://notes.yousef.gg/machine-learning-foundations/algorithms/isomap/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/iterative-deepening-search/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/iterative-deepening-a-search-ida/ https://notes.yousef.gg/matrices-and-linear-transformations/jacobi-numerical-method/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/joins/ https://notes.yousef.gg/machine-learning-foundations/algorithms/k-means-clustering/ https://notes.yousef.gg/machine-learning-foundations/algorithms/k-nearest-neighbors/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/key-features-and-components-of-a-model/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/kinetic-energy/ https://notes.yousef.gg/matrices-and-linear-transformations/kirchoff-electronic-circuits/ https://notes.yousef.gg/physics-for-computer-science/circuits/kirchoffs-laws/ https://notes.yousef.gg/reasoning-and-problem-solving/knowledge-representation/ https://notes.yousef.gg/machine-learning-foundations/regularization/l1-regularization-lasso-regression/ https://notes.yousef.gg/machine-learning-foundations/regularization/l2-regularization-ridge/ https://notes.yousef.gg/machine-learning-foundations/regularization/laplace-smoothing/ https://notes.yousef.gg/machine-learning-foundations/algorithms/latent-dirichlet-allocation-lda/ https://notes.yousef.gg/machine-learning-foundations/algorithms/latent-semantic-analysis-lsa/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/law-of-conservation-of-energy/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/learning-real-time-a-lrta/ https://notes.yousef.gg/matrices-and-linear-transformations/least-squares/ https://notes.yousef.gg/matrices-and-linear-transformations/least-squares-solution/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/lenzs-law/ https://notes.yousef.gg/matrices-and-linear-transformations/leontieff/ https://notes.yousef.gg/reasoning-and-problem-solving/limitations-of-game-search-algorithms/ https://notes.yousef.gg/matrices-and-linear-transformations/linear-combination/ https://notes.yousef.gg/matrices-and-linear-transformations/linear-independence/ https://notes.yousef.gg/machine-learning-foundations/algorithms/linear-regression/ https://notes.yousef.gg/matrices-and-linear-transformations/linear-transformation/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/livelocks/ https://notes.yousef.gg/reasoning-and-problem-solving/local-search/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/local-search-for-csps/ https://notes.yousef.gg/reasoning-and-problem-solving/local-search-in-continuous-space/ https://notes.yousef.gg/machine-learning-foundations/algorithms/logistic-regression/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/long-short-term-memory/ https://notes.yousef.gg/machine-learning-foundations/loss-function/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/low-level-routine/ https://notes.yousef.gg/designing-and-using-databases/introduction/lsm-trees-log-structured-merge-trees/ https://notes.yousef.gg/machine-learning-foundations/introduction/machine-learning/ https://notes.yousef.gg/machine-learning-foundations/introduction/machine-learning-engineering/ https://notes.yousef.gg/machine-learning-foundations/introduction/machine-learning-team/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/magnetic-dipole/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/magnetic-field/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/magnetic-flux/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/magnetic-force/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/magnetic-materials/ https://notes.yousef.gg/matrices-and-linear-transformations/matrix/ https://notes.yousef.gg/matrices-and-linear-transformations/matrix-multiplication/ https://notes.yousef.gg/matrices-and-linear-transformations/matrix-norm/ https://notes.yousef.gg/physics-for-computer-science/basics/matter-space-and-time/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/mean-absolute-error/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/mean-average-precision/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/mean-encoding/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/mean-squared-error/ https://notes.yousef.gg/physics-for-computer-science/basics/measurements-and-units/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/median-absolute-error/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/memory/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/memory-management/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/memory-mapped-files/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/message-queues/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/microprocessor/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/minimax/ https://notes.yousef.gg/matrices-and-linear-transformations/minkowski-distances/ https://notes.yousef.gg/machine-learning-foundations/introduction/ml-cost/ https://notes.yousef.gg/machine-learning-foundations/introduction/ml-impact/ https://notes.yousef.gg/prob-cs/mm1-queuing-system/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/model/ https://notes.yousef.gg/machine-learning-foundations/model-calibration/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/model-performance-metrics/ https://notes.yousef.gg/machine-learning-foundations/introduction/model-based-vs-instance-based-learning/ https://notes.yousef.gg/physics-for-computer-science/basics/modeling-reality/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/modelling-methodology/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/models-in-django/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iv---model-building/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-v---regression-models/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-vi---classification-models/ https://notes.yousef.gg/designing-and-using-databases/mongodb/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/monitors/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/monte-carlo-simulation-in-python/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/monte-carlo-tree-search/ https://notes.yousef.gg/reasoning-and-problem-solving/monte-carlo-tree-search/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/motional-electromotive-force/ https://notes.yousef.gg/machine-learning-foundations/data/multicollinearity/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/mutexes/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/mutual-inductance/ https://notes.yousef.gg/prob-cs/n-step-transition-probability/ https://notes.yousef.gg/machine-learning-foundations/algorithms/naive-bayes/ https://notes.yousef.gg/matrices-and-linear-transformations/network-flow/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/neural-networks/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/newtons-laws-of-motion/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/non-convex-optimization-problems/ https://notes.yousef.gg/reasoning-and-problem-solving/non-deterministic-actions/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/normalization/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/normalization/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/normalized-discounted-cumulative-gain/ https://notes.yousef.gg/machine-learning-foundations/introduction/notation/ https://notes.yousef.gg/matrices-and-linear-transformations/null-space/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/ohms-law/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/one-hot-encoding/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/online-dfs/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/online-local-search/ https://notes.yousef.gg/reasoning-and-problem-solving/online-search-agents/ https://notes.yousef.gg/reasoning-and-problem-solving/online-search-problems/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/operating-system/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/ https://notes.yousef.gg/computer-vision/optics/ https://notes.yousef.gg/matrices-and-linear-transformations/orthogonality/ https://notes.yousef.gg/matrices-and-linear-transformations/orthonormal-vectors/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/osi-model/ https://notes.yousef.gg/machine-learning-foundations/data/outliers/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/overfitting/ https://notes.yousef.gg/machine-learning-foundations/data/oversampling/ https://notes.yousef.gg/matrices-and-linear-transformations/palu-factorization/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/paging/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/parallelism/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/parameter-initialization/ https://notes.yousef.gg/machine-learning-foundations/introduction/parameters-and-hyperparameters/ https://notes.yousef.gg/matrices-and-linear-transformations/partial-pivoting/ https://notes.yousef.gg/reasoning-and-problem-solving/partially-observable-games/ https://notes.yousef.gg/reasoning-and-problem-solving/performance/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/peripheral-component-interconnect-pci-bus/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/peripherals/ https://notes.yousef.gg/matrices-and-linear-transformations/permutation-matrices/ https://notes.yousef.gg/physics-for-computer-science/basics/physics-and-computer-science/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/pipeline/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/pipes/ https://notes.yousef.gg/matrices-and-linear-transformations/pivots-and-multipliers/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/plc/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/polarization/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/ports/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/posix-threads-management/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/potential-energy/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/potential-energy/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/power/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/precision/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/precision-recall-tradeoff/ https://notes.yousef.gg/machine-learning-foundations/predictive-power/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/primary-keys/ https://notes.yousef.gg/machine-learning-foundations/algorithms/principal-component-analysis/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/probability-density-function/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/probability-mass-function/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/process/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/process-control-block/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/process-synchronization/ https://notes.yousef.gg/matrices-and-linear-transformations/projection/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/properties-of-a-successful-model/ https://notes.yousef.gg/reasoning-and-problem-solving/properties-of-algorithms/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/generating-random-numbers/properties-of-random-numbers/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/protocol/ https://notes.yousef.gg/matrices-and-linear-transformations/qr-factorization/ https://notes.yousef.gg/machine-learning-foundations/data/questions-about-data/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/r-squared/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/race-conditions/ https://notes.yousef.gg/machine-learning-foundations/algorithms/random-forest/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/ https://notes.yousef.gg/matrices-and-linear-transformations/rank/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/raspberry-pi/ https://notes.yousef.gg/reasoning-and-problem-solving/rationality/ https://notes.yousef.gg/machine-learning-foundations/data/raw-and-tidy-data/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/recall/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/receiver-operating-characteristic/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/recurrent-neural-networks/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/recursive-best-first-search-rbfs/ https://notes.yousef.gg/matrices-and-linear-transformations/reduced-row-echelon-form/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/registers/ https://notes.yousef.gg/machine-learning-foundations/regularization/ https://notes.yousef.gg/machine-learning-foundations/regularization/regularization/ https://notes.yousef.gg/machine-learning-foundations/introduction/reinforcement-learning/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/ https://notes.yousef.gg/designing-and-using-databases/replication-and-partitioning/ https://notes.yousef.gg/matrices-and-linear-transformations/rotation/ https://notes.yousef.gg/matrices-and-linear-transformations/round-off-error/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/satisficing-search/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/scheduling/ https://notes.yousef.gg/reasoning-and-problem-solving/search-in-partially-observable-environments/ https://notes.yousef.gg/reasoning-and-problem-solving/search-problem/ https://notes.yousef.gg/reasoning-and-problem-solving/search-with-no-observations/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/segmentation/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/sql-queries/select/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/self-inductance/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/semaphores/ https://notes.yousef.gg/machine-learning-foundations/introduction/semi-supervised-learning/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/shader/ https://notes.yousef.gg/machine-learning-foundations/introduction/shallow-learning/ https://notes.yousef.gg/machine-learning-foundations/introduction/shallow-vs-deep-learning/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/shared-memory/ https://notes.yousef.gg/matrices-and-linear-transformations/shear/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/signals/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/simplified-memory-bounded-a-sma/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/simpy/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/simpy/simpy-containers/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/simpy-elements-for-discrete-events-simulation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/simpy-for-discrete-events-simulation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/simpy/simpy-generators/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-iii---discrete-events-simulation/simpy/simpy-warmup/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/simulated-annealing/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-a-bernoulli-rv/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-a-binomial-rv/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-a-geometric-rv/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-a-normal-rv/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-a-poisson-rv/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-a-uniform-rv/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-an-exponential-rv/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-continuous-random-variables-python/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/random-variable-simulation/simulating-discrete-random-variables-python/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/simulation/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/simulation-and-modelling-applications/ https://notes.yousef.gg/machine-learning-foundations/algorithms/singular-value-decomposition-svd/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/sleepless-in-seattle-experiment/ https://notes.yousef.gg/reasoning-and-problem-solving/sliding-tile-puzzle/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/sockets/ https://notes.yousef.gg/reasoning-and-problem-solving/solving-csps/ https://notes.yousef.gg/matrices-and-linear-transformations/span/ https://notes.yousef.gg/designing-and-using-databases/spark/ https://notes.yousef.gg/machine-learning-foundations/algorithms/spectral-clustering/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/sql-commands/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/sql-queries/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/sql-queries/sql-variables/ https://notes.yousef.gg/designing-and-using-databases/sqlite/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/sram/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/ssl-tls/ https://notes.yousef.gg/designing-and-using-databases/introduction/sstables-sorted-string-tables/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/stack/ https://notes.yousef.gg/machine-learning-foundations/algorithms/stacking/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/standardization/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/starvation/ https://notes.yousef.gg/prob-cs/stationary-distribution/ https://notes.yousef.gg/prob-cs/steady-state-probabilities/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/steps-in-a-monte-carlo-simulation/ https://notes.yousef.gg/reasoning-and-problem-solving/stochastic-games-and-evaluation-functions/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/stochastic-gradient-descent/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/sql-queries/stored-procedures-explanation/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/storing-and-documenting-features/ https://notes.yousef.gg/machine-learning-foundations/data/storing-data/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/subnetting/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/subroutines/ https://notes.yousef.gg/matrices-and-linear-transformations/subspaces/ https://notes.yousef.gg/machine-learning-foundations/introduction/supervised-learning/ https://notes.yousef.gg/machine-learning-foundations/algorithms/support-vector-machines/ https://notes.yousef.gg/matrices-and-linear-transformations/syllabus/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/synthesizing-features/ https://notes.yousef.gg/machine-learning-foundations/data/synthetic-minority-oversampling-technique-smote/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/system/ https://notes.yousef.gg/matrices-and-linear-transformations/system-of-linear-equations/ https://notes.yousef.gg/physics-for-computer-science/circuits/systematic-circuit-analysis/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/t-sne/ https://notes.yousef.gg/tags/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/generating-random-numbers/test-of-randomness-in-python/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/generating-random-numbers/testing-independence/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/generating-random-numbers/testing-uniformity/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/the-choice-function/ https://notes.yousef.gg/machine-learning-foundations/feature-engineering/the-curse-of-dimensionality/ https://notes.yousef.gg/physics-for-computer-science/electromagnetism/the-hall-effect/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/generating-random-numbers/the-linear-congruential-method/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/the-monte-carlo-method/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/the-taxi-problem-experiment/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/thread/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/thumb-directive/ https://notes.yousef.gg/designing-and-using-databases/time-series-databases/ https://notes.yousef.gg/machine-learning-foundations/algorithms/tokenization/ https://notes.yousef.gg/machine-learning-foundations/data/tomek-links/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/importing-and-exporting-data/tools-to-import-data/ https://notes.yousef.gg/matrices-and-linear-transformations/topic-list/ https://notes.yousef.gg/machine-learning-foundations/algorithms/topic-modelling/ https://notes.yousef.gg/machine-learning-foundations/data/training-and-holdout-datasets/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/transactions/ https://notes.yousef.gg/machine-learning-foundations/algorithms/transfer-learning/ https://notes.yousef.gg/machine-learning-foundations/deep-learning/transformers/ https://notes.yousef.gg/physics-for-computer-science/circuits/transient-and-steady-state/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/transmission-control-protocol-tcp/ https://notes.yousef.gg/matrices-and-linear-transformations/transpose-matrix/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/trusted-platform-module/ https://notes.yousef.gg/reasoning-and-problem-solving/two-player-zero-sum-games/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-i---introduction-and-random-variables-simulation/types-of-simulation-models/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/uefi/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/uf2-bootloaders/ https://notes.yousef.gg/reasoning-and-problem-solving/uncertain-knowledge/ https://notes.yousef.gg/machine-learning-foundations/evaluation-metrics/underfitting/ https://notes.yousef.gg/machine-learning-foundations/data/undersampling/ https://notes.yousef.gg/reasoning-and-problem-solving/algorithms/uniform-cost-search-dijkstra/ https://notes.yousef.gg/reasoning-and-problem-solving/uninformed-search-strategies/ https://notes.yousef.gg/matrices-and-linear-transformations/unit-vector/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/unix-and-linux/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/unix-kernel/ https://notes.yousef.gg/machine-learning-foundations/introduction/unsupervised-learning/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/untitled/ https://notes.yousef.gg/matrices-and-linear-transformations/untitled/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/networking/user-datagram-protocol-udp/ https://notes.yousef.gg/simulating-and-modelling-to-understand-change/module-ii---monte-carlo-simulation/using-monte-carlo-simulation-for-inference/ https://notes.yousef.gg/reasoning-and-problem-solving/vacuum-problem/ https://notes.yousef.gg/matrices-and-linear-transformations/vector/ https://notes.yousef.gg/matrices-and-linear-transformations/vector-norm-or-length/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/virtual-machines-and-bytecode/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/operating-systems/virtual-memory/ https://notes.yousef.gg/computer-architecture-network-technology-and-operating-systems/architecture/virtualization-technologies/ https://notes.yousef.gg/physics-for-computer-science/basics/what-is-physics/ https://notes.yousef.gg/machine-learning-foundations/introduction/when-to-not-use-ml/ https://notes.yousef.gg/machine-learning-foundations/introduction/why-ml-projects-fail/ https://notes.yousef.gg/designing-and-using-databases/relational-databases/sql-queries/window-functions/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/work/ https://notes.yousef.gg/physics-for-computer-science/mechanics---forces-and-energy/work-energy-theorem/ https://notes.yousef.gg/reasoning-and-problem-solving/wumpus-world/ https://notes.yousef.gg/