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1. Deep_Learning_Study_Tutorial Deep_Learning_Study_Tutorial Public

   Python Tutorial for Deep Learning Study. Including introduction of ConvNet, Autoencoder, VAE, CVAE, GAN and some applications.

   Jupyter Notebook 3 1

2. Machine_Leaning_Tech_Classification Machine_Leaning_Tech_Classification Public

   This Repo contains introduction and code from scratch for several hot Machine Learning Algorithms including SVM and XGBoost

   Jupyter Notebook 5

3. Reinforcement_Learning_Atari_Game Reinforcement_Learning_Atari_Game Public

   The repo contains the training of Atari Game by Reinforcement Learning tech such as DQN

   Jupyter Notebook

4. PCA_Autoencoder_FisherFace PCA_Autoencoder_FisherFace Public

   Using PCA, Autoencoder and Fisher linear discriminant to extract the effective representations from the face images. Do the reconstruction of the faces and classification of male and female faces.

   Python 12 6

5. Data_Wrangling_and_MongoDB Data_Wrangling_and_MongoDB Public

   Data wrangling study process. The final goal is to use python efficiently deal with data and know how to use MangoDB

   HTML

6. Coursera_Capstone Coursera_Capstone Public

   This repository is for the Applied Data Science Capstone for the IBM professional data science certificate issued by Coursera.

   Jupyter Notebook