Artifical Intelligence
- One Hundred Year Study on Artificial Intelligence (AI100)
- Artificial Intelligence—The Revolution Hasn’t Happened Yet
Computer
- Data Structures Tutorial
- Data Structure and Algorithms (Google)
- Data Structures - Algorithms Basics (Tutorial point)
Statistics
- Statistics at Square One
- Understanding ROC Curves From Scratch
- Introduction to Correlation
- Probability and Statistics [MITOPEN COURSE]
Mathematics
Data Science
Machine Learning
- Machine Leraning Theory
- Machine Learning Crash Course from Google
- The Comprehensive Guide for Feature Engineering
- Decision Trees for Classification: A Machine Learning Algorithm
- XGBOOST
Deep Learning
- How To Create Data Products That Are Mag ical Using Sequence-to-Sequence Models
- From GAN to WGAN
- Neural Network Zoo
- Generative Deep Learning by David Foster
- Generative Deep Learning by David Foster
Natural Language Processing
- Introduction to NLP
- Language Processing and Python
- Understanding LSTM
- BERT Explained: A Complete Guide with Theory and Tutorial
- Illustrated Word2Vec
- Illustrated Bert
- Illustrated Transformer
- Attention Attention
- 74 Summaries of Machine Learning and NLP Research
- 57 Summaries of Machine Learning and NLP Research
- Parsing English in 500 Lines of Python
- Natural Language Processing is Fun!
- Stock Market Predictions with LSTM in Python
- Better Language Models
- Simplifying Sentiment Analysis in Python
- Transformer: A Novel Neural Network Architecture for Language Understanding
- Word Embedding Tutorial: word2vec using Gensim
- Sentiment Analysis
- Named entity recognition with conditional random fields in python
Computer Vision
- Convolutional neural networks for visual recognition
- A Beginners Guide To Understanding Convolutional Neural Networks
Time Series Analysis
- Time Series analysis with Pandas
- Forecasting: Principles and Practice
- STL decomposition : How to do it from Scratch?
- Time Series Anomaly Detection Algorithms
- Time Series of Price Anomaly Detection
- Stock Market Predictions with LSTM in Python
- Forcasting: Principles and practices
- Stock Market Predictions with LSTM in Python
- Anomaly Detection with Isolation Forest & Visualization
- Anomaly Detection with Time Series Forecasting
Quantum Computing
- Michael Nielsen
- IBM Quantum Computing
- What Is Quantum Computing?
- What is quantum computing? (McKinsey)
- What is quantum computing? (Microsoft)
- Quantum Computing Primer (from D-Waves)
Software Engineering
MISC
- The Comprehensive Guide for Feature Engineering
- How to select algorithms for Azure Machine Learning
- Critique of 2018 Turing Award for Drs. Bengio & Hinton & LeCun
- Alpha Fold
- A Friendly Introduction to Cross-Entropy Loss
- A docker tutorial
- MySQL Tutorial
- MySQL tutorail [Edureka]
- Eliminating Churn Is Growth Hacking 2.0
- Build a Recommendation Engine With Collaborative Filtering
- WHAT SKILLS DO DATA SCIENTISTS NEED? — A TEXT ANALYSIS OF JOB POSTINGS