From cf779e4526a78982011f1d05166679ab8a94353c Mon Sep 17 00:00:00 2001 From: Brendan Martin Date: Wed, 2 Jan 2019 08:28:31 -0500 Subject: [PATCH] Update README.md --- README.md | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/README.md b/README.md index 42f8974..dbfe863 100644 --- a/README.md +++ b/README.md @@ -1,17 +1,32 @@ 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](https://learndatasci.com/tutorials/using-databases-python-postgres-sqlalchemy-and-alembic/) [[repo](../../tree/master/Guide%20to%20Using%20Databases%20with%20Python%20Postgres%2C%20SQLAlchemy%2C%20and%20Alembic/project)] + + [How to Stream Text Data from Twitch with Sockets in Python](https://learndatasci.com/tutorials/how-stream-text-data-twitch-sockets-python/) [[repo](../../tree/master/How%20to%20Stream%20Text%20Data%20from%20Twitch%20with%20Sockets%20in%20Python)] + + [Python Pandas Tutorial: A Complete Introduction for Beginners](https://www.learndatasci.com/tutorials/python-pandas-tutorial-complete-introduction-for-beginners/) [[repo](../../tree/master/Python%20Pandas%20Tutorial%20A%20Complete%20Introduction%20for%20Beginners)] + + [From Good to Great Data Science, Part 1: Correlations and Confidence](https://www.learndatasci.com/tutorials/good-great-data-science-correlations-and-confidence/) [[repo](../../tree/master/From%20Good%20to%20Great%20Data%20Science%2C%20Part%201%20Correlations%20and%20Confidence)] + + [Ultimate Guide to Web Scraping with Python Part 1: Requests and BeautifulSoup](https://www.learndatasci.com/tutorials/ultimate-guide-web-scraping-w-python-requests-and-beautifulsoup/) [[repo](../../tree/master/Ultimate%20Guide%20to%20Web%20Scraping/Part%201%20-%20Requests%20and%20BeautifulSoup)] + + [Building a Recommendation Engine with Locality-Sensitive Hashing (LSH) in Python](https://www.learndatasci.com/tutorials/building-recommendation-engine-locality-sensitive-hashing-lsh-python/) [[repo](../../tree/master/LSH%20Recommendation%20Engine)] + + [Reinforcement Q-Learning from Scratch in Python with OpenAI Gym](https://www.learndatasci.com/tutorials/reinforcement-q-learning-scratch-python-openai-gym/) [[repo](../../tree/master/Intro%20to%20Reinforcement%20Q-Learning)] + + [Predicting Reddit News Sentiment with Naive Bayes and Other Text Classifiers](https://www.learndatasci.com/tutorials/predicting-reddit-news-sentiment-naive-bayes-text-classifiers/) [[repo](../../tree/master/Predicting%20Reddit%20News%20Sentiment)] + + [Python for Finance, Part III: A Moving Average Trading Strategy](https://www.learndatasci.com/python-finance-part-3-moving-average-trading-strategy/) [[repo](../../tree/master/Python%20for%20Finance%2C%20Part%203)] + + [Python for Finance, Part II: Intro to Quantitative Trading Strategies](https://www.learndatasci.com/python-finance-part-2-intro-quantitative-trading-strategies/) [[repo](../../tree/master/Python%20for%20Finance%2C%20Part%202)] + + [Python for Finance, Part I: Yahoo Finance API, pandas, and matplotlib](https://www.learndatasci.com/python-finance-part-yahoo-finance-api-pandas-matplotlib/) [[repo](../../tree/master/Python%20For%20Finance%2C%20Part%20I)] + + [Sentiment Analysis on Reddit News Headlines with Python’s Natural Language Toolkit (NLTK)](https://www.learndatasci.com/sentiment-analysis-reddit-headlines-pythons-nltk/) [[repo](../../tree/master/Sentiment%20Analysis%20on%20Reddit%20Headlines%20with%20NLTK)] + + [Essential Statistics for Data Science: A Case Study using Python, Part I](https://www.learndatasci.com/data-science-statistics-using-python/) [[repo](../../tree/master/Essential%20Statistics)] + + [K-Means & Other Clustering Algorithms: A Quick Intro with Python](https://www.learndatasci.com/k-means-clustering-algorithms-python-intro/) [[repo](../../tree/master/K-Means%20Clustering)] + + [Predicting Housing Prices with Linear Regression using Python, pandas, and statsmodels](https://www.learndatasci.com/predicting-housing-prices-linear-regression-using-python-pandas-statsmodels/) [[repo](../../tree/master/Housing%20Price%20Index%20Regression)]