LearnDataSci/articles

A repository for the code, files, and other assets used in LearnDataSci articles.

Links to posts on LearnDataSci and their repos (sorted by recency):

• Beginner's Guide to Using Databases with Python: Postgres, SQLAlchemy, and Alembic [repo]

• How to Stream Text Data from Twitch with Sockets in Python [repo]

• Python Pandas Tutorial: A Complete Introduction for Beginners [repo]

• From Good to Great Data Science, Part 1: Correlations and Confidence [repo]

• Ultimate Guide to Web Scraping with Python Part 1: Requests and BeautifulSoup [repo]

• Building a Recommendation Engine with Locality-Sensitive Hashing (LSH) in Python [repo]

• Reinforcement Q-Learning from Scratch in Python with OpenAI Gym [repo]

• Predicting Reddit News Sentiment with Naive Bayes and Other Text Classifiers [repo]

• Python for Finance, Part III: A Moving Average Trading Strategy [repo]

• Python for Finance, Part II: Intro to Quantitative Trading Strategies [repo]

• Python for Finance, Part I: Yahoo Finance API, pandas, and matplotlib [repo]

• Sentiment Analysis on Reddit News Headlines with Python’s Natural Language Toolkit (NLTK) [repo]

• Essential Statistics for Data Science: A Case Study using Python, Part I [repo]

• K-Means & Other Clustering Algorithms: A Quick Intro with Python [repo]

• Predicting Housing Prices with Linear Regression using Python, pandas, and statsmodels [repo]