- Interview Preparation
- Data Structure and Algorithm
- Python
- Python Terms
- Object Oriented Programming in Python
- The Complete Python Development Guide
- Git and GitHub
- Python Best Practices
- Software Design
- Design Pattern
- SOLID Principles
- Linear Algebra
- Scientific Python
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- Machine Learning Toolbox
- Pandas
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- Debugging TensorFlow Models
- Deep Learning with PyTorch by Sebastian Raschka
- Notes on Machine Learning, Deep Learning
- Deep Learning
- Computer Vision
- Image Classification using PyTorch
- Object Detection and Tracking
- Natural Language Processing
- Docker
- FastAPI
- Antipattern in Python
- Transformer
- BERT
- Awesome Series
- Research Paper
- Medium Blog enlisting 4 papers on monthend
- Paper Lists by Eugene Yan
- NLP Reading Group Papers
- Reinforcement Learning
- JAX
- MLOps
7 github repositories to crack tech interviews by Analytics India Magazine
Computer Science Courses with Video Lectures tweeted by elvis
Open Source Society University - Path to a free self-taught education in Computer Science!
Open Source Society University - Path to a free self-taught education in Data Science!
বাংলায় প্রোগ্রামিং রিসোর্সসমূহ
Software Engineering : Interview Guide (Bangla)
Amazon ও Google এ চাকরির সুযোগ পাওয়ার প্রস্তুতি পর্ব by Sabir Ismail
Video tutorials for modern ideas and open source tools
You Tube - Lecture of Abdul Bari on Algorithms
Problem Solving with Algorithms and Data Structures using Python
All algorithms implemented in Python
Super Study Guide: Algorithms & Data Structures by Afshine Amidi, Shervine Amidi
Learning Python - Resource List
Python behind the scenes by Ten Thousand Meters
Corey Schafer - Programming Terms: First-Class Functions
Corey Schafer - Programming Terms: Closures - How to Use Them and Why They Are Useful
Corey Schafer - Python Tutorial: Decorators - Dynamically Alter The Functionality Of Your Functions
Corey Schafer - Python OOP Tutorials - Working with Classes
Real Python - Object-Oriented Programming (OOP) in Python 3
Real Python - Object-Oriented Programming in Python vs Java
Python Official Documentation on OOP
The Complete Python Development Guide
YouTube - Learn with Sumit: Crash Course - সহজ বাংলায় Git & GitHub - Bangla ( বাংলা ) Tutorial
Git Cheat Sheet – 50 Git Commands You Should Know
You Tube - Real Python: Best Practices for Python Main Functions
You Tube - Tech with Tim: An Introduction to Software Design - With Python
Head First Design Patterns Python
Python Design Patterns by Brandon Rhodes
SOLID Principles Visualization
SOLID Principles Implementation in Python
Blog - Introduction to Linear Algebra for Applied Machine Learning with Python
You Tube - SciPy Tutorial (2021): For Physicists, Engineers, and Mathematicians
Machine Learning Toolbox by Amit Chaudhary
Blog - Machine Learnig Mastery: Gradient Descent With AdaGrad From Scratch
Beginners Guide to Debugging TensorFlow Models
Notes On Using Data Science & Machine Learning To Fight For Something That Matters
The data science and artificial intelligence terms you need while reading the latest research
Start Machine Learning in 2021 - Become an expert for free!
The Machine & Deep Learning Compendium
Glossary of Common Computer Vision Terms
List of SOTA Image Classification using PyTorch
Object Detection and Tracking in 2020
Object Detection by OpenAI's Lilian
EfficientDet - Scalable and Efficient Object Detection
NLP Learning Series: Part 1 - Text Preprocessing Methods for Deep Learning
NLP Learning Series: Part 2 - Conventional Methods for Text Classification
NLP New Lecture of 2021 suggested by elvis
Real Python - Natural Language Processing With Python's NLTK Package
Real Python - Sentiment Analysis: First Steps With Python's NLTK Library
Collection of NLP related Notebooks
You Tube - Tech with Tim : Python FAST API Tutorial
The Little Book of Python Anti-Patterns
The Illustrated Transformer by Jay Alammar
Paper - A Survey of Transformers
Treasure of Transformers by Ashish Patel
BERT: Bidirectional Encoder Representation from Transformers
Jacob Devlin
BERT Explanation Video by Devlin
Jay Alammar
The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning)
A Visual Guide to Using BERT for the First Time
Video Explanation on BERT
Code Emporium - BERT Neural Network - EXPLAINED!
Henry AI Labs - BERT Explained!
Aladdin Persson - BERT Paper Explained
Rasa - NLP for Developers: BERT
TensorFlow - Transfer learning and Transformer models (ML Tech Talks)
Codebasics - Text Classification Using BERT & TensorFlow
Papers and Blogs on BERT
BERT Explained: State-of-the-art language model for NLP
How the Embedding Layers in BERT were implemented
Google BERT NLP Machine Learning Tutorial
Use Cases
Understanding searches better than ever before
Code Examples on Keras and Tensorflow
- End-to-end Masked Language Modeling with BERT
- Semantic Similarity with BERT
- Text Extraction with BERT
How to Read More Research Papers? by Louis Bouchard
Four Deep Learning Papers to Read in each month
Videos - Foundations of Deep Reinforcement Learning by Pieter Abbeel
Slides - Foundations of Deep Reinforcement Learning by Pieter Abbeel]
Reinforcement Learning Course Materials by Oliver Wallscheid
DeepMind - Reinforcement Learning Lecture Series 2021
Efficient Python Tricks and Tools for Data Scientists by Khuyen Tran