Archive
All my tutorials, ideas, and explanations. In one place.
3 min readApr 25, 2021
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Table of contents
> Tutorials
> Open-source
> Projects
> Explained
> Guides
> Ideas
> Resources
Tutorials
All code for the tutorials is in this Github repo.
Python
- Python F-strings Tricks You Should Know
- Get Continent Names from Coordinates Using Python
- Scraping 100+ Free Data Science Books with Python
- Python Collections Module: Essential Tools for Efficient Coding
- 4 Ways to Time Python Functions
Data Science
- How to do Data Cleaning with Python
- Create Beautiful Graphs with Python
- Building an XGBoost Model to Predict Video Popularity
- Ethereum Price Prediction with Python
- Using Data Science to predict Viral Tweets
- Classify biomedical entities in research titles and abstracts
- Predicting Rain with Machine Learning
- Bird Species Classification with Machine Learning
- Predicting NFT Prices with Data Science
Deep Learning
Open-source
- Portal: Inspect computer vision models with no code
- Optuna: The Missing Library in your ML Workflow
- BookNLP: Analyze Your Favorite Books with NLP
- latexify: Writing LaTeX with Python
Projects
- Sentiment Analysis on Reddit Tech News with Python
- Build a News Article Summarizer App with Hugging Face 🤗 and Gradio
- Visualize your LinkedIn Network with Python
- My road to 1.5 Million views on Mediums
Explained
- 5 Machine Learning Algorithms Explained
- Federated Learning — Decentralized ML
- A/B Testing, explained
- Interpretable Machine Learning
- The 8 Most Important Statistical Ideas of the Past 50 Years
- What is Computation?
- What is Tidy Data?
Guides
- Feature Engineering 101
- Data Analysis in 10 Easy Steps
- The 6 Principles of Effective Data Visualization
- 10 Tips to Improve Your Regression Modeling
Cheatsheets
Ideas
General
- Books Recommended by Computer Scientists
- How to Generate Ideas Like Elon Musk
- 10 Chrome Extensions to 10x Your Productivity
Programming
Data
- How to Stay Inspired In your Journey Towards Data Science
- 5 Roles in Data in 2021
- 5 Actionable advice for Data Science beginners
AI
- The Future of Deep Learning on Tiny 4-Bit Computers
- The Future of Machine Learning
- 5 Computer Vision Trends for 2021
- 5 Applications of Artificial Intelligence in Business
- 4 AI companies leading in the race towards Artificial General Intelligence
- Top 10 AI Startups to Watch for 2023
Data Engineering
Tools
Chats
Series
How to Ultralearn Data Science
Data science toolbox
- A Brief Introduction to Data Science
- Best Way to Learn R for Data Science
- A Crash Course on Version Control and Git & GitHub
- The Six Types of Data Analysis
- Experimental Design in Data Science
- What is a P-value?
- Big Data: Its Benefits, Challenges, and Future
Resources
Packages
- Top Machine Learning Frameworks used by Data Scientists
- 10 Python Libraries for Machine Learning You Should Try Out
Learning
- Top 20 free Data Science, ML, and AI MOOCs on the Internet
- Top 20 Websites for Machine Learning and Data Science
- Top 10 Popular GitHub Repositories to learn about Data Science.
- Top 5 online courses to get you started with Data Science today
Practical
- 12 Data Science & AI Competitions to Advance Your Skills in 2021
- 11 Data Science Competitions for you to hone your skills for 2020
Supplementary
- Top 25 Data Science YouTube Channels you should subscribe to in 2020
- The Best book to Start your Data Science Journey
- Top 25 websites for coding challenge and competition [Updated for 2021]
- Top 20 movies about Artificial Intelligence and Big Data
- Top 20 Data Science Discord servers to join in 2020
- Top 22 Podcasts for Data Science in 2021
- Top Data Scientists to follow on Twitter in 2020
- Best TED Talks for Data Science
- 9 Best YouTube Playlists and Videos — Python for Machine Learning
- 20+ Must-Subscribe Data and AI Newsletters in 2021
Language-specific
- Everything You Need to Learn R for Data Science
- Everything you Need to Learn Python from Zero to Hero
