Jie Zhang 张 杰

multi-class-text-classification-cnn-rnn. Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

multi-class-text-classification-cnn. Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

image-classification-rnn. Classify MNIST image dataset into 10 classes. Build an image classifier with Recurrent Neural Network (RNN: LSTM) on Tensorflow.

time-series-forecasting-rnn-tensorflow. Time series forecasting

machine-learning-stanford. Stanford machine learning class on Coursera. Taught by Andrew Ng. Implemented the assignments with Matlab.

build-elasticsearch-index. Build an Elasticsearch index with Python APIs on AWS EC2. Search the Elasticsearch index with appropriate queries.

kaggle. Build machine learning and deep learning models on Kaggle.

records. SQL for Humans™

jiegzhan. Enjoy the journey.

machine-learning. :earth_americas: machine learning algorithms tutorials (mainly in Python3)