Machine Learning Glossary (Must Read)
- A Beginner’s Guide to the Data Science Pipeline
- A Beginner's Guide to Machine Learning
- Machine Learning | What's Inside the Box
- A Tour of The Top 10 Algorithms for Machine Learning Newbies
- List of Top 8 Essential Algorithms for Machine Learning
- 6 Steps to Storytelling Your Data Like a Senior Data Scientist
- Stanford Machine Learning Andrew Ng Notes you can also watch videosVideo Link
- Google Machine Learning Crash Course
- Some essential concepts for Data Science
- Some essential concepts of Machine Learning
- List of 10 GREAT Data Science Projects to work on
- How to start a good Machine Learning project?
- A Comprehensive Guide to Ensemble Learning (with Python codes)
- Ensembling Multiple Machine Learning Models
- Precison and Recall
- Gradient Boosting from scratch
- So you built a Machine Learning model?(Bias and Varience)
- Understanding LSTM Networks : part 1
- Understanding LSTM Networks : part 2
- Choosing the Right Metric for Evaluating ML Models — Part 1(Regression)
- Choosing the Right Metric for Evaluating Machine Learning Models — Part 2(Classification)
- What is LightGBM, How to implement it? How to fine tune the parameters ? - Part 1
- Which algorithm takes the crown: Light GBM vs XGBOOST ? - Part 2
- A Friendly Introduction to Cross-Entropy Loss
- Bayesian Statistics explained to Beginners in Simple English
- Comprehensive & Practical Inferential Statistics Guide for data science
- With all the Data Science and Machine Learning resources out there, here are 7 Great websites to learn from
- Best Machine Learning Slides
- How should a beginner get started on Kaggle? Check first Answer
- The tips and tricks used to succeed on Kaggle
- The Beginner’s Guide to Kaggle
- How to Rank 10% in Your First Kaggle Competition
- Winning Tips on Machine Learning Competitions
- 10 Steps to Success in Kaggle Data Science Competitions
- Top mistakes beginners make while learning data science (Part 1)
- Top mistakes beginners make while learning data science (Part 2)
- How to Scrape Websites with Python & BeautifulSoup
- Web Scraping, Regular Expressions, & Data Visualization: Doing it All in Python
- A Short-Practical HOW-TO Guide to Webscrape with Python
- Intro to Web Scraping with Python and Beautiful Soup
- Webscraping with Python Tips & Tricks
- Webscraping Using Scrapy
- Data Quest Python API Tutorial
- Codeacademy - How to Use APIs in Python
- List of Python APIs