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10-steps-to-become-a-data-scientist

📢 Ready to learn or review your knowledge! You will learn 10 skills as data scientist: 📚 Python, Machine Learning, Deep Learning, Data Cleaning, EDA, python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

2015

Public material for CS109

2019-wiki

Repository for the PyCon Canada 2019 Wiki.

99-ml-learning-projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects

aipnd

Code and associated files for the AI Programming with Python Nanodegree Program

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

bayesianprobabilitiesworkshop

A collection of questions and solutions to problems presented at Rasmus Bååth's Bayesian probabilities workshop.

beautiful-visualization-with-python

python数据可视化之美

beautiful-visualization-with-r

《R语言数据可视化之美》配套代码

bokeh-notebooks

Interactive Web Plotting with Bokeh in IPython notebook

common-error-in-python

A record of concepts that are easy to misunderstood

course-v3

The 3rd edition of course.fast.ai

covid-19

🦠 Dashboard to follow in real time the Covid-19 evolution.

cs-video-courses

List of Computer Science courses with video lectures.

cs229-ps-2018

My solutions to the problem sets of Stanford cs229, 2018

cs231n.github.io

Public facing notes page

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

data-science-helper

A visualization tool designed to help Data Scientist with their datasets

data-science-interview-questions-answers

data_science_summary

It concerns the left exclusive join of two tables without primary keys via sql or pandas

datacamp-data-science

datajacker

This repo contains introduction of Jiaqiang Yi as a data scientist.

datajacker.github.io

To learn about github, this is the first repository created from the guide.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

detect-pneumonia-using-deep-learning

disaster_response_web_app

This app utilized the dataset from Figure 8 and built up a natural language process pipeline to help disaster response.

django

The Web framework for perfectionists with deadlines.

docker101-example

Hands-on demonstration for the DS4A containerization workshop on Aug 21, 2019

edmontonpy

A website devoted to promoting Python in Edmonton.