GP’S Data Science Digest for Apr 12th, 2020

Research papers

How to keep up with research and trends in machine learning

Machine learning in biomedicine – Nature

AI Learns to Translate Human Brain Activity into Text – Nature

Machine learning resources and tutorials

Autoencoders

Multi-layer perceptron

A brief history of Apache Spark timeline

Nature-inspired Algorithms – Particle swarm optimization using Python

15 Python libraries for data scientists

Neural Networks: Backpropagation Explained

Top 3 Pandas Functions I Wish I Knew Earlier

Why is Smart Farming New Trend?

Image Captioning using Attention Mechanism

Top Python libraries for Chatbot development

Comprehensive Python Cheat Sheet for Beginners

DeepBach: A Steerable Model for Bach Chorales Generation

Understanding Quantum Machine Learning using TensorFlow Quantum Computing

LineFlow: Simple NLP Dataset Handler for Any Framework

Building Natural Language Processing Models

Reinforcement learning

How OpenAI used randomization to solve a Rubik’s cube

Agent 57 Outperforms the Human Atari Benchmark

Implementation of reinforcement algorithms from Sutton’s Book

Mathematics 

The solution to 42: Cracking the Problem with 33 – SpringerLink

Mathematics behind perceptrons

Statistics 

Understanding Probability And Statistics

Different Probability Distributions in One Picture

The Best Statistics Books of All-Time

Top 20 R Programming Books To Teach Yourself From Scratch

HealthTech and Lifesciences

Leveraging machine learning and big data for complex chronic diseases

Data science books

10 books data scientists should read during lockdown

3 Books that Helped me Level Up as a Data Scientist

10 Advanced Data Science Books

The Python ML (3rd Edition) Book Code Repository

Neural networks and fuzzy systems

Implementation of reinforcement algorithms from Sutton’s Book

The Best Statistics Books of All-Time

Github popular repositories

33 + 26 Most popular Github repositories in August and September 2019

Extraordinary GitHub Repos for All Developers

Top Tweets

Extraordinary GitHub Repos for All Developers

The Best Statistics Books of All-Time

Different Probability Distributions in One Picture

3 Books that Helped me Level Up as a Data Scientist

The solution to 42: Cracking the Problem with 33 – SpringerLink

10 books data scientists should read during lockdown

15 Python libraries for data scientists

Autoencoders

Machine learning in biomedicine – Nature

218 thoughts on “GP’S Data Science Digest for Apr 12th, 2020

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