├── .gitignore ├── 01_math ├── .gitkeep ├── 01_linear_algebra.ipynb ├── 02_calculus.ipynb ├── 03_probability.ipynb └── 04_statistics.ipynb ├── 02_Python ├── .gitkeep ├── 01_python.ipynb ├── 02_data_structure_alg.ipynb ├── 03_numpy.ipynb ├── 04_pandas.ipynb ├── 05_matplotlib.ipynb └── 06_seaborn.ipynb ├── 03_ML ├── .gitkeep ├── 01_introduction.ipynb ├── 02_linear_regression.ipynb ├── 03_logistic_regression.ipynb ├── 04_decision_tree.ipynb ├── 05_svm.ipynb ├── 06_naive_bayes.ipynb ├── 07_knn.ipynb ├── 08_k-means_clustering.ipynb ├── 09_hierarchical_clustering.ipynb ├── 10_DBSCAN.ipynb ├── 11_PCA.ipynb ├── 12_LDA.ipynb ├── 13_ensemble_learning.ipynb ├── 14_Random_Forest.ipynb ├── 15_gradient_boost.ipynb ├── 16_xgboost_Regression.ipynb ├── 17_xgboost_classification.ipynb ├── 18_adaboost.ipynb ├── 19_regression_metrics.ipynb ├── 20_classification_metrics.ipynb ├── 21_lasso_ridge_regression.ipynb ├── 22_hyperparameters_tunning_cross_validation.ipynb └── 23_ml_ds_project_life_cycle.ipynb ├── 04_DL ├── .gitkeep ├── 01_Introduction.ipynb ├── 02_ANN.ipynb ├── 03_activation_fun.ipynb ├── 04_loss_fun.ipynb ├── 05_optimization.ipynb ├── 06_vanishing_explodings.ipynb ├── 07_overfit_underfit.ipynb ├── 08_CNN.ipynb ├── 09_CNN_architectures.ipynb ├── 10_RNN.ipynb ├── 11_LSTM_GRU.ipynb ├── 12_BRNN.ipynb └── 13_TF_PyTorch.ipynb ├── 05_NLP ├── 01_introduction_to_NLP.ipynb ├── 02_word_embeddings.ipynb ├── 03_word2vec.ipynb ├── 04_seq2seq.ipynb ├── 05_transformers.ipynb └── 06_DL_models_NLP.ipynb ├── 06_CV ├── 01_introduction_to_CV.ipynb ├── 02_object_detection.ipynb ├── 03_opencv.ipynb ├── 04_GANs.ipynb └── 05_image_segmentation.ipynb ├── 07_LLM ├── 01_Introduction_GenerativeAI_llm.ipynb ├── 02_RAG.ipynb └── 03_Revealing_Training_SecretOf_DeepSeek.ipynb ├── 08_AgenticAI └── 01_Introduction_To_AgenticAI.ipynb ├── Images ├── agenticai │ ├── agent1.webp │ ├── agent2.webp │ ├── agent3.webp │ └── agenticai.webp ├── cv │ ├── cv1.png │ ├── cv2.png │ ├── cv3.png │ ├── cv4.png │ ├── gan.png │ ├── gan1.png │ ├── gan2.png │ ├── gan3.png │ ├── gan4.png │ ├── gan5.png │ ├── obj1.png │ ├── obj2.png │ ├── obj3.png │ ├── obj4.png │ ├── obj5.png │ ├── obj6.png │ ├── obj7.png │ ├── obj8.png │ ├── opencv.png │ ├── opencv1.png │ ├── segm.png │ ├── segm1.png │ ├── segm2.png │ ├── segm3.png │ ├── segm4.png │ ├── segm5.png │ └── segm6.png ├── dl │ ├── 1x1conv.png │ ├── GRU.png │ ├── RNN.png │ ├── alexnet.png │ ├── ann.png │ ├── ann2.png │ ├── ann3.png │ ├── ann4.png │ ├── ann5.png │ ├── ann6.png │ ├── anns.png │ ├── avgp.png │ ├── brnn.png │ ├── brnn2.png │ ├── cnn.png │ ├── cnn3.gif │ ├── cnn4.png │ ├── cnn5.png │ ├── cnn6.gif │ ├── cnn_archi.png │ ├── cnnrgp.gif │ ├── cnnrgp.png │ ├── efficient.png │ ├── exploiding.png │ ├── expvan.png │ ├── flatten.png │ ├── googlenet.png │ ├── inception_module.png │ ├── introdl.webp │ ├── leakyrelu.png │ ├── lenet.png │ ├── loss.png │ ├── lstm.png │ ├── miniGDS.jpg │ ├── mobiill.png │ ├── mobilenet-all.png │ ├── mobilenetv1.png │ ├── mom.jpg │ ├── optimization.png │ ├── prelu.png │ ├── relu.png │ ├── resnet.png │ ├── rmsprop.png │ ├── rnn1.png │ ├── rnn2.png │ ├── rnn3.png │ ├── rnn4.png │ ├── rnn5.png │ ├── sigmoid.png │ ├── srnn.png │ ├── tang.png │ ├── tf.jpeg │ ├── tf_torch.png │ ├── torch.jpg │ ├── underoverfit1.png │ ├── underoverfit2.png │ ├── underoverfit3.png │ ├── unet.png │ ├── vanishing.png │ ├── vgg.png │ └── zfnet.png ├── llm │ ├── deeps.jpg │ ├── llm1.png │ ├── llm2.png │ ├── llm3.png │ ├── llm4.png │ ├── rag.png │ └── rag1.png ├── math │ ├── calculus │ │ ├── calculus.png │ │ ├── der1.png │ │ ├── der2.png │ │ ├── der3.png │ │ ├── deriv.png │ │ ├── dirv4.png │ │ ├── lim1.png │ │ └── limit.png │ ├── linear algebra │ │ ├── LA_AIML.png │ │ ├── adj2.png │ │ ├── adj3.png │ │ ├── adj33.png │ │ ├── algebra.png │ │ ├── det2.png │ │ ├── det3.png │ │ ├── dotcroos.png │ │ ├── eigen.jpg │ │ ├── matrixI.png │ │ ├── matrixT.png │ │ ├── matrixas.png │ │ ├── matrixm.png │ │ ├── rowecholen.png │ │ ├── svm.png │ │ └── systemeq.png │ ├── probability │ │ ├── ProbabilityDensityFunction.png │ │ ├── binomialformula.png │ │ ├── comb.png │ │ ├── cumluformula.webp │ │ ├── fdf_cdf.png │ │ ├── lognormaldistribution.png │ │ ├── nd.png │ │ ├── pdfformulas.webp │ │ ├── perm.png │ │ ├── pmf.png │ │ ├── probability.png │ │ ├── probchest.png │ │ ├── snd.png │ │ └── unifromdistribution.jpg │ └── statistic │ │ ├── Covar.png │ │ ├── TTestFormula.webp │ │ ├── box.png │ │ ├── central_ten.jpg │ │ ├── chi.png │ │ ├── chisquarex.png │ │ ├── hypothesis.png │ │ ├── p_corv.webp │ │ ├── qqplo.png │ │ ├── righttest.png │ │ ├── sampling.png │ │ ├── sk.png │ │ ├── sparce.png │ │ ├── statistic.png │ │ ├── ttest.png │ │ ├── type0fstatis.jpeg │ │ ├── type12.png │ │ ├── var.jpg │ │ ├── viol.png │ │ └── ztestex.png ├── ml │ ├── Flow-chart-of-XGBoost.png │ ├── LDA.png │ ├── LDA1.png │ ├── Linear-Regression.jpg │ ├── adab.png │ ├── adab1.png │ ├── adab2.png │ ├── adab3.png │ ├── agvsdis.png │ ├── aimldl.png │ ├── allensemble.png │ ├── bag.png │ ├── bag2.png │ ├── bossttt.png │ ├── bost2.png │ ├── cla_tree.png │ ├── cluster1.png │ ├── cluster2.png │ ├── cluster3.png │ ├── cluster4.png │ ├── cluster5.png │ ├── confusionmatrix.png │ ├── crosshyper.png │ ├── crossvalidation.png │ ├── dbscan1.png │ ├── dbscan2.png │ ├── dbscan3.png │ ├── dbscanprofile.png │ ├── destree.jpg │ ├── ensemblelearning.png │ ├── finalsplit.png │ ├── gbalg.png │ ├── gboos.png │ ├── gboost1.png │ ├── gboost2.png │ ├── gboost6.png │ ├── gboost7.png │ ├── grad.png │ ├── gradientlogistic.png │ ├── hari1.png │ ├── hari2.png │ ├── hari3.png │ ├── hari5.png │ ├── hie.png │ ├── hierarchical.png │ ├── hierarchicalcluster.png │ ├── hyperparameters.png │ ├── info_cla.png │ ├── kmeans.png │ ├── knn.png │ ├── knn1.jpg │ ├── lassoridge.png │ ├── linear.png │ ├── linlogi.png │ ├── looggistic.jpg │ ├── mldsproject.png │ ├── modl.png │ ├── naive1.png │ ├── naviepiccs.png │ ├── navietext.png │ ├── pca.png │ ├── pca1.png │ ├── pca2.png │ ├── pca3.png │ ├── pca_two_views.png │ ├── pcc1.png │ ├── random-forest.jpg │ ├── randomforest.jpg │ ├── reg_split.png │ ├── reg_tree.png │ ├── regressionmetrics.png │ ├── roc.png │ ├── ss.png │ ├── staking.png │ ├── svm2.png │ ├── svm3.png │ ├── svr.png │ ├── svr1.png │ ├── text2naive.png │ ├── whatensemble.png │ ├── xg.jpg │ ├── xgboostc.png │ ├── xgbr1.1.png │ ├── xgbr1.png │ ├── xgbr2.2.png │ ├── xgbr2.png │ ├── xgbr3.png │ ├── xgbr4.png │ ├── xgc1.png │ ├── xgc2.png │ ├── xgc3.png │ ├── xgc4.png │ └── xgc5.png ├── nlp │ ├── GRU.png │ ├── brnn2.png │ ├── lstm.png │ ├── nlp.png │ ├── nlp0.png │ ├── nlp3.png │ ├── nlp4.png │ ├── nlparch.png │ ├── rnn1.png │ ├── seq2seq.png │ ├── seq2seq0.png │ ├── seq2seq1.png │ ├── seq2seq2.png │ ├── transformers │ │ ├── transformer.png │ │ ├── transformer1.png │ │ └── transformer2.png │ ├── word2vec000.png │ ├── word2vec1.png │ ├── word2vec11.png │ ├── word2vec2.png │ ├── word2vec3.png │ ├── word2vec4.png │ ├── word2vec5.png │ ├── word2vec6.png │ ├── word2vec7.png │ ├── word2vec8.png │ ├── word2vec9.png │ └── wordembeddings.png └── python │ ├── bfs_dfs.png │ ├── dsa.png │ ├── dstype.png │ ├── dublinked.png │ ├── linklist.png │ ├── np.png │ ├── pd.png │ ├── pd1.png │ ├── pd2.png │ ├── plt.png │ ├── python.webp │ └── sns.png ├── LICENSE ├── README.md └── logo.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FraidoonOmarzai/Comprehensive_AI_ML_RESOURCES/HEAD/.gitignore -------------------------------------------------------------------------------- /01_math/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /01_math/01_linear_algebra.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FraidoonOmarzai/Comprehensive_AI_ML_RESOURCES/HEAD/01_math/01_linear_algebra.ipynb 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