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dash-sample-apps

Apps hosted in the Dash Gallery

demo-push-heart-rate-data-to-influxdb-cloud

A demo to extract granular heart rate data from fitbit and push the heart rate data to influxdb cloud for storage

deploy_ml_models_template

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

fine-grained-sentiment

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

flask-tutorial

A tutorial to create a microblog using flask

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

intro-to-apis-flask

Starter repository for the Introductions to API course

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

machine-learning-for-imbalanced-data

Machine Learning for Imbalanced Data, published by Packt

new-demo

nlp-projects

product_preview_card

Product preview card using flexbox and css grid

qr-code-image

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

rasa-chatbot

recsys-tutorial

sample_portfolio

Sample porfolio project where I show case writing sql queries to answer business questions and create dashboard/visualization using Power BI

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

sentiment-analysis-comparison

A project that compares sentiment analysis approaches that ranges from lexicon-based approach, pre-trained neural network approach and neural network custom trained on own data.

spotify_airflow

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tic-tac-toe-javascript

tutorial-ml-deployment