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https://github.com/LearnDataSci/articles

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci
https://github.com/LearnDataSci/articles

data-analysis data-science data-visualization machine-learning machine-learning-algorithms machinelearning python

Last synced: 1 day ago
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A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

Host: GitHub
URL: https://github.com/LearnDataSci/articles
Owner: LearnDataSci
Created: 2017-01-31T23:03:56.000Z (over 7 years ago)
Default Branch: master
Last Pushed: 2022-09-28T16:21:45.000Z (almost 2 years ago)
Last Synced: 2024-03-19T11:34:10.097Z (4 months ago)
Topics: data-analysis, data-science, data-visualization, machine-learning, machine-learning-algorithms, machinelearning, python
Language: Jupyter Notebook
Homepage: https://www.learndatasci.com
Size: 38.3 MB
Stars: 542
Watchers: 50
Forks: 1,095
Open Issues: 3
Metadata Files:
- Readme: README.md

Lists

awesome-from-stars - LearnDataSci/articles

README

        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)]