susanli2016 (susanli2016) / Repositories

NLP-with-Python Public

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

Jupyter Notebook 2,764 2,012 Updated Mar 28, 2024
Machine-Learning-with-Python Public

Python code for common Machine Learning Algorithms

random-forest svm linear-regression naive-bayes-classifier pca logistic-regression decision-trees

Jupyter Notebook 4,388 4,822 Updated Mar 10, 2024
SMS-Message-Spam-Detector Public

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

Python 112 89 Updated Oct 21, 2023
Practical-Data-Science-Specialization Public

Coursera Course

Jupyter Notebook 13 2 Updated Jan 18, 2022
dsProject_LogReg_DL Public

Jupyter Notebook 7 2 Updated Nov 21, 2021
Hands-On-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow-2nd-Edition Public

Book Projects

Jupyter Notebook 25 10 Updated Apr 13, 2021
Mathematics-for-Machine-Learning-Specialization Public

Jupyter Notebook 18 4 Updated Oct 31, 2020
Reinforcement-Learning-Specialization Public

Offered by Coursera

Jupyter Notebook 8 3 Updated Aug 14, 2020
Natural-Language-Processing-Specialization Public

Offered by Deeplearning.ai via Coursera

Jupyter Notebook 32 12 Updated Jun 19, 2020
ThinkBayes Public
Forked from AllenDowney/ThinkBayes

Code repository for Think Bayes.

TeX 3 1 Updated May 15, 2020
PyCon-Canada-2019-NLP-Tutorial Public

Jupyter Notebook 57 70 Updated Nov 16, 2019
Data-Analysis-with-Python Public

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

Jupyter Notebook 31 16 Updated Nov 10, 2019
Statistics-with-Python Public

Jupyter Notebook 26 21 Updated Nov 9, 2019
transformers Public
Forked from huggingface/transformers

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

Python 6 2 Apache License 2.0 Updated Oct 14, 2019
TensorFlow-2.0-Keras Public

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

Jupyter Notebook 15 17 Updated Oct 6, 2019
Natural-Language-Processing-with-Deep-Learning-in-Python- Public

The repository for the course in Udemy

Jupyter Notebook 17 10 Updated Sep 23, 2019
Deep-Learning-with-Python Public

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

Jupyter Notebook 16 12 Updated Sep 18, 2019
Natural-Language-Processing-in-TensorFlow Public

Jupyter Notebook 17 14 Updated Sep 14, 2019
Named-Entity-Extractor Public

A simple Flask API for named entity extraction using spaCy Model

HTML 48 24 Updated Mar 4, 2019
Azure-TDSP-Utilities Public
Forked from Azure/Azure-TDSP-Utilities

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

HTML 4 1 Creative Commons Attribution 4.0 International Updated Nov 8, 2018
Data-Analysis-with-R Public

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

R 393 373 Updated Sep 6, 2018
PySpark-and-MLlib Public

Getting start with PySpark and MLlib

Jupyter Notebook 297 274 Updated May 7, 2018
ml-challenge-expenses Public
Forked from waveaccounting/ml-challenge-expenses

Wave ML Engineer challenge

Python 6 4 Updated Mar 16, 2018
Strategic-Business-Analytics-Specialization Public

Offered by ESSEC Business School via Coursera

5 16 Updated Dec 28, 2017
susanli2016.github.io Public

My data analysis blog, based on Minimal Mistakes theme

JavaScript 9 14 MIT License Updated Sep 13, 2017
Deep-Learning-with-deeplearning.ai Public

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

Jupyter Notebook 51 57 Updated Sep 9, 2017
Machine-Learning-with-AndrewNg Public

Programming assignments for Coursera's Machine Learning Course.

MATLAB 16 14 Updated Sep 1, 2017
udacity-data-analyst Public

Project work for the Udacity Data Analyst Nanodegree

HTML 9 22 Updated Jun 21, 2017
Statistics-with-R-Specialization Public

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

R 16 37 Updated Jun 18, 2017
Machine-Learning-with-R Public

R codes for common Machine Learning Algorithms

random-forest svm naive-bayes linear-regression pca logistic-regression decision-trees

R 7 6 Updated May 26, 2017

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NLP-with-Python Public

Machine-Learning-with-Python Public

SMS-Message-Spam-Detector Public

Practical-Data-Science-Specialization Public

dsProject_LogReg_DL Public

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

Mathematics-for-Machine-Learning-Specialization Public

Reinforcement-Learning-Specialization Public

Natural-Language-Processing-Specialization Public

ThinkBayes Public

PyCon-Canada-2019-NLP-Tutorial Public

Data-Analysis-with-Python Public

Statistics-with-Python Public

transformers Public

TensorFlow-2.0-Keras Public

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

Deep-Learning-with-Python Public

Natural-Language-Processing-in-TensorFlow Public

Named-Entity-Extractor Public

Azure-TDSP-Utilities Public

Data-Analysis-with-R Public

PySpark-and-MLlib Public

ml-challenge-expenses Public

Strategic-Business-Analytics-Specialization Public

susanli2016.github.io Public

Deep-Learning-with-deeplearning.ai Public

Machine-Learning-with-AndrewNg Public

udacity-data-analyst Public

Statistics-with-R-Specialization Public

Machine-Learning-with-R Public