aiffel_exploration

Repository containing projects on Aiffel course.
'ipynb' files starting with [E_N_(number)_]Project would show the way I think and tackle first-met projects like these.
You will be able to see detailed reviews I came across during the implementation at the end of the notebook, and hopefully they will demonstrate my earnest attitude for ML/DL tasks as a beginner :)

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aiffel_exploration

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Name		Name	Last commit message	Last commit date
Latest commit History 59 Commits
Exploration 1. 22_jan_04_final_rock_scissors_paper_.ipynb		Exploration 1. 22_jan_04_final_rock_scissors_paper_.ipynb
Exploration 2. 22_jan_06_leaning_sckit_learn_classification.ipynb		Exploration 2. 22_jan_06_leaning_sckit_learn_classification.ipynb
Exploration 2. 22_jan_06_project_sklearn_classification.ipynb		Exploration 2. 22_jan_06_project_sklearn_classification.ipynb
Node 10. Data_Preprocessing.ipynb		Node 10. Data_Preprocessing.ipynb
Node 11. Data Visualisation.ipynb		Node 11. Data Visualisation.ipynb
Node 12. Scikit-learn.ipynb		Node 12. Scikit-learn.ipynb
Node 13. Class_making_n_dimensional_dice.ipynb		Node 13. Class_making_n_dimensional_dice.ipynb
Node 14. Practice_Transfer_Learning.ipynb		Node 14. Practice_Transfer_Learning.ipynb
Node 15. EDA_Pokemon.ipynb		Node 15. EDA_Pokemon.ipynb
Node 16. OpenCV_Pillow.ipynb		Node 16. OpenCV_Pillow.ipynb
Node 18. Structure_of_Deep_Learning.ipynb		Node 18. Structure_of_Deep_Learning.ipynb
Node 19. Regression_theories.ipynb		Node 19. Regression_theories.ipynb
Node 20. Unsupervised_Learning.ipynb		Node 20. Unsupervised_Learning.ipynb
Node 21. Tensorflow2_APIs.ipynb		Node 21. Tensorflow2_APIs.ipynb
Node 22. Types_of_Deep_Learning_Networks.ipynb		Node 22. Types_of_Deep_Learning_Networks.ipynb
Node 23. Understanding_of_Layers(Linear, Convolution).ipynb		Node 23. Understanding_of_Layers(Linear, Convolution).ipynb
Node 24. Understanding_of_Layers_Embedding_and_Recurrent.ipynb		Node 24. Understanding_of_Layers_Embedding_and_Recurrent.ipynb
Node 25. Activation_Functions.ipynb		Node 25. Activation_Functions.ipynb
Node 25. Regularization.ipynb		Node 25. Regularization.ipynb
Node 27. Likelihood(MLE, MAP).ipynb		Node 27. Likelihood(MLE, MAP).ipynb
Node 28. Information_Theory.ipynb		Node 28. Information_Theory.ipynb
Node 29. Recommender_System_using_Sklearn.ipynb		Node 29. Recommender_System_using_Sklearn.ipynb
Node 30. Mutli_processing, Multi_threading.ipynb		Node 30. Mutli_processing, Multi_threading.ipynb
Node 31. Crawling.ipynb		Node 31. Crawling.ipynb
Node 6. python_basics.ipynb		Node 6. python_basics.ipynb
Node 7. Strings_csv_xml_json.ipynb		Node 7. Strings_csv_xml_json.ipynb
Node 8. Advanced_python.ipynb		Node 8. Advanced_python.ipynb
Node 9. Numpy_Pandas_basics.ipynb		Node 9. Numpy_Pandas_basics.ipynb
README.md		README.md
[AIFFEL]Datathon_Covid19_Analysis.ipynb		[AIFFEL]Datathon_Covid19_Analysis.ipynb
[E-03]Project_Object_Detection_Camera_App.ipynb		[E-03]Project_Object_Detection_Camera_App.ipynb
[E-04]220113_Learning_NLP_RNN_AI_Writing.ipynb		[E-04]220113_Learning_NLP_RNN_AI_Writing.ipynb
[E-04]220113_Project_NLP_RNN_AI_Writing.ipynb		[E-04]220113_Project_NLP_RNN_AI_Writing.ipynb
[E-05]Learning_Kaggle_House_Price_Prediction.ipynb		[E-05]Learning_Kaggle_House_Price_Prediction.ipynb
[E-05]Project_House_Price_Prediction.ipynb		[E-05]Project_House_Price_Prediction.ipynb
[E-06]Learning_RNN_Sentiment_Analysis.ipynb		[E-06]Learning_RNN_Sentiment_Analysis.ipynb
[E-06]Project_RNN_Sentiment_Analysis.ipynb		[E-06]Project_RNN_Sentiment_Analysis.ipynb
[E-07]Learning_Semantic_Segmentation(Making_Portrait_Mode).ipynb		[E-07]Learning_Semantic_Segmentation(Making_Portrait_Mode).ipynb
[E-07]Project_Semantic_Segmentation(Making_Portrait_Mode).ipynb		[E-07]Project_Semantic_Segmentation(Making_Portrait_Mode).ipynb
[E-08]Learning_Text_Summarisation.ipynb		[E-08]Learning_Text_Summarisation.ipynb
[E-08]Project_Text_Summarisation(colab)_2_submit.ipynb		[E-08]Project_Text_Summarisation(colab)_2_submit.ipynb
[E-09]Learning_Deep_Learning_for_Medical_Image_Analysis.ipynb		[E-09]Learning_Deep_Learning_for_Medical_Image_Analysis.ipynb
[E-09]Project_Deep_Learning_for_Medical_Image_Analysis.ipynb		[E-09]Project_Deep_Learning_for_Medical_Image_Analysis.ipynb
[E-10]Learning_GAN_Fashion_MNIST.ipynb		[E-10]Learning_GAN_Fashion_MNIST.ipynb
[E-10]Project_GAN_Fashion_MNIST(2).ipynb		[E-10]Project_GAN_Fashion_MNIST(2).ipynb
[E-11]Learning_ARIMA_Time-series_Prediction.ipynb		[E-11]Learning_ARIMA_Time-series_Prediction.ipynb
[E-11]Project_ARIMA_Time-series_Prediction.ipynb		[E-11]Project_ARIMA_Time-series_Prediction.ipynb
[E-12]Learning_Transformer_Chatbot.ipynb		[E-12]Learning_Transformer_Chatbot.ipynb
[E-12]Project_Transformer_Chatbot.ipynb		[E-12]Project_Transformer_Chatbot.ipynb
[E-13]Learning_BERT.ipynb		[E-13]Learning_BERT.ipynb
[E-13]Project_BERT.ipynb		[E-13]Project_BERT.ipynb
[E-14]Learning_Reccomender_System.ipynb		[E-14]Learning_Reccomender_System.ipynb
[E-14]Project_Recommender_System.ipynb		[E-14]Project_Recommender_System.ipynb
[E-15]Learning_Optical_Character_Recognition.ipynb		[E-15]Learning_Optical_Character_Recognition.ipynb
[E-15]Project_Optical_Character_Recognition(1).ipynb		[E-15]Project_Optical_Character_Recognition(1).ipynb
[E_16]Project_Session_Based_Recommender_System.ipynb		[E_16]Project_Session_Based_Recommender_System.ipynb
[E_17]Project_Conditional_GAN.ipynb		[E_17]Project_Conditional_GAN.ipynb
[GD_02]Project_ResNet_Ablation_Study.ipynb		[GD_02]Project_ResNet_Ablation_Study.ipynb
[GD_04]Project_Data_Augmentation.ipynb		[GD_04]Project_Data_Augmentation.ipynb
[GD_06]Project_Class_Activation_Map.ipynb		[GD_06]Project_Class_Activation_Map.ipynb
[GD_08]Project_Object_Detection(2).ipynb		[GD_08]Project_Object_Detection(2).ipynb
[GD_10]Project_Segementation.ipynb		[GD_10]Project_Segementation.ipynb
[GD_12]Project_OCR.ipynb		[GD_12]Project_OCR.ipynb
[GD_14]Project_Face_Detection.ipynb		[GD_14]Project_Face_Detection.ipynb
flipped_211229_dic_list_set_tuple.ipynb		flipped_211229_dic_list_set_tuple.ipynb

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