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A comprehensive, hand-curated list of some of the best data science courses available online.
Pulled from the web, here is a our collection of the best, free books on Data Science, Big Data, Data Mining, Machine Learning, Python, R, SQL, NoSQL and more.
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Thinkful Data Science Online Bootcamp Review
Founder of LearnDataSci
Career
How to Become a Data Science Consultant in 2018: 8 Actionable Tips
Successful data science consultant Jeremiah Mannings breaks down what you need to know to start a consulting business of your own
Senior Data Science Consultant
Tutorials
Building a Recommendation Engine with Locality-Sensitive Hashing (LSH) in Python
Learn how to build a recommendation engine in Python using LSH; an algorithm that can handle billions of rows
Senior Data Scientist
Tutorials
Reinforcement Q-Learning from Scratch in Python with OpenAI Gym
Teach a Taxi to pick up and drop off passengers at the right locations with Reinforcement Learning
Software Developer
Founder of LearnDataSci
Sentiment Analysis
Predicting Reddit News Sentiment with Naive Bayes and Other Text Classifiers
Learn how to predict the sentiment of news headlines mined from Reddit
Founder of LearnDataSci
CS & Engineering Post Graduate
Introduction to Word Embeddings: Problems and Theory
Making sense of Word Embeddings, how they solve problems and help machines understand language
C.S. Graduate Student at Columbia University
Sentiment Analysis
Sentiment Analysis on Reddit News Headlines with Python’s Natural Language Toolkit (NLTK)
Let's use the Reddit API to grab news headlines and perform Sentiment Analysis
Founder of LearnDataSci
CS & Engineering Post Graduate
Python for Finance, Part 3: Moving Average Trading Strategy
Expanding on the previous article, we'll be looking at how to incorporate recent price behaviors into our strategy
Quantitative Analyst
Quantitative Analysis
Python for Finance, Part 2: Intro to Quantitative Trading Strategies
Looking more into quantitative trading strategies and determining returns
Quantitative Analyst
Python for Finance, Part I: Yahoo & Google Finance API, pandas, and matplotlib
Learn how to use pandas to call a finance API for stock data and easily calculate moving averages
Quantitative Analyst