shala2020.github.io
Lectures and notes for a summer course on DS, ML, and AI
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최종 버전 다운로드 (.zip)- index.css
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- Solution_Assignment_2_DS.ipynb
- DS_L2_17_Apr_Assignment_2.ipynb
- moviesData.csv
- train.csv
- Solution_DS_L3_Assignment.ipynb
- DS_L3_20_April_Assignment_3.ipynb
- moviesData.csv
- train.csv
- Assignment.ipynb
- DS_L4_22_Apr_Assignment.ipynb
- DS_L4_22_Apr_Assignment.pdf
- Assignment_ CNNs for Image Classification.pdf
- assignment_segmentation_SHALA.ipynb
- object_detection_assignment_SHALA.pdf
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- README
- DL-CV4_ Metric Learning and Few shots Assignment.pdf
- Convolutional_VAE.ipynb
- DCGAN_Assignment.ipynb
- Assignment_LanguageModels.pdf
- README.md
- Assignment1(Intro_to_Machine_Learning).ipynb
- attrition.csv
- ML_L1_Assignment.ipynb
- Assignment2(Machine_learning_with_tree_based_models).ipynb
- Assignment_ML_L2.ipynb
- titanic.csv
- Solution.ipynb
- Assignment.ipynb
- class1_train
- class2_train
- test
- Solution_Assignment_ML_LinearModels.ipynb
- Assignment_ML_LinearModels.ipynb
- SVM_linear_Kernelized_Assignment_SOL.ipynb
- SVM_linear_kernelized_Assignment.ipynb
- Solutions_Assignment_ML_L6.ipynb
- Assignment_ML_L6.ipynb
- Combined_DS_v10.csv
- inaugural_speeches.csv
- Tweets.csv
- Solution_Implementing_An_MLP_From_Scratch.ipynb
- Assignment_Implementing_An_MLP_From_Scratch.ipynb
- ML9 Assignment.pdf
- assignment_shala_clustering.csv
- Clustering Assignment Guidelines.pdf
- countries.csv
- DS_L2_17_Apr_Notebook.ipynb
- moviesData.csv
- sample_data.csv
- DS_L3_20_Apr_Improving_Graphs.ipynb
- BERTArchitecture.ipynb
- GRUD.cpython-36.pyc
- GRUD_RNN.cpython-36.pyc
- GRUD_RNN.py
- main.py
- V363Lyr.csv
- MNIST_GAN_Adagrad_He_Init.ipynb
- README.md
- SentimentAnalysis.ipynb
- candy-data.csv
- diabetes.csv
- ML_L1_Intro_to_ML_24_Apr.ipynb
- tic-tac-toe_csv.csv
- toy_data.csv
- auto.csv
- ML_L2_27_Apr_Decision_Trees.ipynb
- wbc.csv
- Bayesian_decision_theory.ipynb
- Linear_Logistic_SVM.ipynb
- SVM_Linear_Kernelized.ipynb
- In class demonstration kmeans .ipynb
- In_class_demonstration_Hierarchical_Clustering.ipynb
- MachineLearning_JD.pdf
- DS_L2_17_Apr_Basic Data Understanding.pdf
- DS_L3_20_Apr_Improving_Graphs.pdf
- DS-4-Basic Statistics.pdf
- Deep Learning - Vision 1 Introduction to CNNs.pdf
- QA&Multilinguality.pdf
- BeyondSimpleWordEmbeddings.pdf
- Semantic_Segmentation.pdf
- Arjun Jain - IIITH Summer School 2019 - Object Detection.pdf
- README.md
- Final_metric_few_shots.pdf
- Deep Generative Models.pdf
- Language ModelingPPT.pdf
- WordEmbeddings.pdf
- DLNLP-3-Text-Classification-NER-POS.pdf
- ML1 - Introduction to ML.pdf
- ML2 - Decision Trees.pdf
- Bayesian_decision_theory_slides.pdf
- Linear Models.pdf
- SVM and Kernelization.pdf
- ML-6-Feature Selection and Engineering.pdf
- ML_L7_Dense_Shallow_Neural_nets.pdf
- Neural Net From Scratch.pdf
- Advanced topics in neural networks.pdf
- Clustering_SHALA2020.pdf
- index.html
- README.md
// repository documentation
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