susanli2016/Data-Analysis-with-R

Data Management/Orchestestration

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Created almost 8 years ago
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susanli2016/Data-Analysis-with-R

susanli2016

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

Data-Analysis-with-R

This repository contains my exploratory data analysis projects using R. All source code can be found here.

Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

Jupyter Notebook

NLP-with-Python

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

Jupyter Notebook

PySpark-and-MLlib

Getting start with PySpark and MLlib

Jupyter Notebook

SMS-Message-Spam-Detector

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

PyCon-Canada-2019-NLP-Tutorial

Jupyter Notebook

Deep-Learning-with-deeplearning.ai

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

Jupyter Notebook

Named-Entity-Extractor

A simple Flask API for named entity extraction using spaCy Model

Natural-Language-Processing-Specialization

Offered by Deeplearning.ai via Coursera

Jupyter Notebook

Data-Analysis-with-Python

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

Jupyter Notebook

Statistics-with-Python

Jupyter Notebook

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

Jupyter Notebook

Natural-Language-Processing-in-TensorFlow

Jupyter Notebook

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

The repository for the course in Udemy

Jupyter Notebook

Deep-Learning-with-Python

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

Jupyter Notebook

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

Mathematics-for-Machine-Learning-Specialization

Jupyter Notebook

TensorFlow-2.0-Keras

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

Jupyter Notebook

Practical-Data-Science-Specialization

Coursera Course

Jupyter Notebook

Python-Code

Some Python function/code can be handy from time to time

udacity-data-analyst

Project work for the Udacity Data Analyst Nanodegree

Machine-Learning-with-R

R codes for common Machine Learning Algorithms

susanli2016.github.io

My data analysis blog, based on Minimal Mistakes theme

dsProject_LogReg_DL

Jupyter Notebook

Reinforcement-Learning-Specialization

Offered by Coursera

Jupyter Notebook

Strategic-Business-Analytics-Specialization

Offered by ESSEC Business School via Coursera

github-demo

A simple demo repository to show the basic Git work flow