susanli2016

Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

Data-Analysis-with-R

Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more

PySpark-and-MLlib

Getting start with PySpark and MLlib

SMS-Message-Spam-Detector

A simple Flask API to detect spam or ham using Python and Sklearn

PyCon-Canada-2019-NLP-Tutorial

Deep-Learning-with-deeplearning.ai

Program assignments for the Deep Learning Specialization at Coursera by Andrew Ng

Named-Entity-Extractor

A simple Flask API for named entity extraction using spaCy Model

Natural-Language-Processing-Specialization

Offered by Deeplearning.ai via Coursera

Data-Analysis-with-Python

Data analysis using numpy, pandas, matplotlib, seaborn, sqlite3, data wrangling

Statistics-with-Python

Hands-On-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow-2nd-Edition

Book Projects

Mathematics-for-Machine-Learning-Specialization

Natural-Language-Processing-in-TensorFlow

Natural-Language-Processing-with-Deep-Learning-in-Python-

The repository for the course in Udemy

Deep-Learning-with-Python

The repository of the book: Deep Learning with Python by Francois Chollet

Machine-Learning-with-AndrewNg

Programming assignments for Coursera's Machine Learning Course.

Statistics-with-R-Specialization

Project work for Coursera Statistics with R Specialization offered by Duke University

TensorFlow-2.0-Keras

TensorFlow 2.0 + Keras guide by François Chollet for deep learning researchers.

Practical-Data-Science-Specialization

Coursera Course

susanli2016.github.io

My data analysis blog, based on Minimal Mistakes theme

udacity-data-analyst

Project work for the Udacity Data Analyst Nanodegree

Machine-Learning-with-R

R codes for common Machine Learning Algorithms

Reinforcement-Learning-Specialization

Offered by Coursera

dsProject_LogReg_DL

ml-challenge-expenses

Wave ML Engineer challenge

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

Strategic-Business-Analytics-Specialization

Offered by ESSEC Business School via Coursera

Azure-TDSP-Utilities

Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science

ThinkBayes

Code repository for Think Bayes.