jiegzhan

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.

jiegzhan

Enjoy the journey.

machine-learning

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

records

SQL for Humans™

flink

Apache Flink

azure-docs

Coursera-ASU-Database

Arizona State University Database Course on Coursera

flink-connector-kafka

Apache flink

hudi

Upserts, Deletes And Incremental Processing on Big Data.

iceberg

Apache Iceberg

keras

Deep Learning for humans

kudu

Mirror of Apache Kudu

ML-From-Scratch

Bare bones Python implementations of various Machine Learning models and algorithms.

presto

Home of the community managed version of Presto, the distributed SQL query engine for big data, under the auspices of the Presto Software Foundation.

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python3-cookbook

《Python Cookbook》 3rd Edition Translation