Name		Name	Last commit message	Last commit date
Latest commit History 32 Commits
AIML_CNN_&_Architectures.ipynb		AIML_CNN_&_Architectures.ipynb
AIML_Course_Probability_Primer.ipynb		AIML_Course_Probability_Primer.ipynb
AIML_III_Module_01_Lab_01_Features.ipynb		AIML_III_Module_01_Lab_01_Features.ipynb
AIML_III_Module_01_Lab_02_Machine_Learning_terms_and_metrics.ipynb		AIML_III_Module_01_Lab_02_Machine_Learning_terms_and_metrics.ipynb
AIML_III_Module_01_Lab_03_Data_Augmentation.ipynb		AIML_III_Module_01_Lab_03_Data_Augmentation.ipynb
AIML_III_Module_01_Lab_04_Transforming_data_using_linear_algebra.ipynb		AIML_III_Module_01_Lab_04_Transforming_data_using_linear_algebra.ipynb
AIML_III_Module_02_Lab_01_Basic_Plots.ipynb		AIML_III_Module_02_Lab_01_Basic_Plots.ipynb
AIML_III_Module_2_Lab2_Principal_Components_Analysis_(PCA).ipynb		AIML_III_Module_2_Lab2_Principal_Components_Analysis_(PCA).ipynb
AIML_III_Module_2_Lab_3_Manifold_Learning_Methods.ipynb		AIML_III_Module_2_Lab_3_Manifold_Learning_Methods.ipynb
AIML_III_Module_2_Lab_4_t_SNE.ipynb		AIML_III_Module_2_Lab_4_t_SNE.ipynb
AIML_III_Module_2_project_2024.ipynb		AIML_III_Module_2_project_2024.ipynb
AIML_III_Module_3_Lab_1_Understanding_Distance_metrics_and_Introduction_to_KNN.ipynb		AIML_III_Module_3_Lab_1_Understanding_Distance_metrics_and_Introduction_to_KNN.ipynb
AIML_III_Module_3_Lab_2_Implementing_KNN_from_scratch_and_visualize_Algorithm_performance.ipynb		AIML_III_Module_3_Lab_2_Implementing_KNN_from_scratch_and_visualize_Algorithm_performance.ipynb
AIML_III_Module_3_Lab_3_Using_KNN_for_Text_Classification.ipynb		AIML_III_Module_3_Lab_3_Using_KNN_for_Text_Classification.ipynb
AIML_III_Module_3_project_2024.ipynb		AIML_III_Module_3_project_2024.ipynb
AIML_III_Module_4_Lab_1_Perceptron_and_Gradient_Descent.ipynb		AIML_III_Module_4_Lab_1_Perceptron_and_Gradient_Descent.ipynb
AIML_III_Module_4_Lab_2_Introduction_to_Gradient_Descent.ipynb		AIML_III_Module_4_Lab_2_Introduction_to_Gradient_Descent.ipynb
AIML_III_Module_4_Lab_3_Gradient_Descent.ipynb		AIML_III_Module_4_Lab_3_Gradient_Descent.ipynb
AIML_III_Module_4_project_2024.ipynb		AIML_III_Module_4_project_2024.ipynb
AIML_III_Module_5_Lab_1_Linear_Regression,_MSE_and_Polynomial_Regression.ipynb		AIML_III_Module_5_Lab_1_Linear_Regression,_MSE_and_Polynomial_Regression.ipynb
AIML_III_Module_5_Lab_2_Loss_Functions.ipynb		AIML_III_Module_5_Lab_2_Loss_Functions.ipynb
AIML_III_Module_5_Lab_3_Clustering.ipynb		AIML_III_Module_5_Lab_3_Clustering.ipynb
AIML_III_Module_5_project_2024.ipynb		AIML_III_Module_5_project_2024.ipynb
AIML_Implementing_forward_propagation_and_back_propagation.ipynb		AIML_Implementing_forward_propagation_and_back_propagation.ipynb
AIML_RNN_Training_.ipynb		AIML_RNN_Training_.ipynb
AIML_Tutorial_Training_a_Neural_Network.ipynb		AIML_Tutorial_Training_a_Neural_Network.ipynb
Basics_of_Linear_Algebra.ipynb		Basics_of_Linear_Algebra.ipynb
README.md		README.md

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