Susan Li (@susanli2016)

Top repositories

1

Machine-Learning-with-Python

Python code for common Machine Learning Algorithms
Jupyter Notebook
4,169
star
2

NLP-with-Python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
Jupyter Notebook
2,641
star
3

Data-Analysis-with-R

Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
R
370
star
4

PySpark-and-MLlib

Getting start with PySpark and MLlib
Jupyter Notebook
286
star
5

SMS-Message-Spam-Detector

A simple Flask API to detect spam or ham using Python and Sklearn
Python
109
star
6

PyCon-Canada-2019-NLP-Tutorial

Jupyter Notebook
57
star
7

Deep-Learning-with-deeplearning.ai

Program assignments for the Deep Learning Specialization at Coursera by Andrew Ng
Jupyter Notebook
50
star
8

Named-Entity-Extractor

A simple Flask API for named entity extraction using spaCy Model
HTML
45
star
9

Natural-Language-Processing-Specialization

Offered by Deeplearning.ai via Coursera
Jupyter Notebook
31
star
10

Data-Analysis-with-Python

Data analysis using numpy, pandas, matplotlib, seaborn, sqlite3, data wrangling
Jupyter Notebook
30
star
11

Statistics-with-Python

Jupyter Notebook
25
star
12

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

Book Projects
Jupyter Notebook
22
star
13

Natural-Language-Processing-in-TensorFlow

Jupyter Notebook
17
star
14

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

The repository for the course in Udemy
Jupyter Notebook
17
star
15

Deep-Learning-with-Python

The repository of the book: Deep Learning with Python by Francois Chollet
Jupyter Notebook
16
star
16

Machine-Learning-with-AndrewNg

Programming assignments for Coursera's Machine Learning Course.
MATLAB
16
star
17

Statistics-with-R-Specialization

Project work for Coursera Statistics with R Specialization offered by Duke University
R
16
star
18

Mathematics-for-Machine-Learning-Specialization

Jupyter Notebook
15
star
19

TensorFlow-2.0-Keras

TensorFlow 2.0 + Keras guide by François Chollet for deep learning researchers.
Jupyter Notebook
15
star
20

Practical-Data-Science-Specialization

Coursera Course
Jupyter Notebook
11
star
21

Python-Code

Some Python function/code can be handy from time to time
Python
10
star
22

udacity-data-analyst

Project work for the Udacity Data Analyst Nanodegree
HTML
9
star
23

Machine-Learning-with-R

R codes for common Machine Learning Algorithms
R
7
star
24

susanli2016.github.io

My data analysis blog, based on Minimal Mistakes theme
JavaScript
7
star
25

dsProject_LogReg_DL

Jupyter Notebook
6
star
26

Reinforcement-Learning-Specialization

Offered by Coursera
Jupyter Notebook
5
star
27

Strategic-Business-Analytics-Specialization

Offered by ESSEC Business School via Coursera
4
star
28

github-demo

A simple demo repository to show the basic Git work flow
2
star