Articles – Data science

Here you will see articles related to data science. If you have any suggestion on this topic (article, website or want to start a conversation), please feel free to comment below.

Data Science Articles

Counting the Countless – Why data science is a profound threat for queer people

Designer’s Field Guide to Data

[Guide] Building Data Science Web Application with React, NodeJS, and MySQL

The Data Science Bubble

The New Age of Data Science

Data Science for Startups: Deep Learning

Data Science for Startups: Model Services

How to land a Data Scientist job at your dream company — My journey to Airbnb

A Gentle Introduction to Data Science for Credit Risk Modeling — Part 1

A Gentle Introduction to Credit Risk Modeling with Data Science — Part 2

Curious About How To Be A Data Scientist? Hear From A Netflix Data Scientist

5 Free Tools to Make Data Science Easier


Data Science Tutorials/Courses

DataCamp tutorials

End-to-end data science – Brandon Rohrer



Machine Learning Articles

Can Users Control and Understand a UI Driven by Machine Learning?

Automated Machine Learning on the Cloud in Python

Machine Learning Kaggle Competition Part One: Getting Started

Detecting Financial Fraud Using Machine Learning: Winning the War Against Imbalanced Data

A Complete Machine Learning Project Walk-Through in Python: Part One

A Complete Machine Learning Walk-Through in Python: Part Two

A Unified Tool for the Education of Humans and Machines

Machine Learning is Fun! Part 1

Machine Learning is Fun! Part 2

Machine Learning is Fun! Part 3: Deep Learning and Convolutional Neural Networks

Machine Learning is Fun! Part 4: Modern Face Recognition with Deep Learning

Machine Learning is Fun Part 5: Language Translation with Deep Learning and the Magic of Sequences

Machine Learning is Fun Part 6: How to do Speech Recognition with Deep Learning

Machine Learning is Fun Part 7: Abusing Generative Adversarial Networks to Make 8-bit Pixel Art

Machine Learning is Fun Part 8: How to Intentionally Trick Neural Networks

Human-Centered Machine Learning



Machine Learning Tutorials/Courses

Machine Learning Crash Course

Machine Learning Tutorials – DataCamp (search by query: machine learning)



Neural Networks Articles

“WTH does a neural network even learn?” — A newcomer’s dilemma

Researchers Move Closer to Completely Optical Artificial Neural Network



Tensorflow Articles

Analyze a Soccer game using Tensorflow Object Detection and OpenCV

Kubeflow: Automating Deployment of TensorFlow Models on Kubernetes

What is the TensorFlow machine intelligence platform?

TensorFlow – An open-source machine learning framework for everyone.

TensorFlow — A hands-on approach



Tensorflow Tutorials/Courses

TensorFlow Tutorial For Beginners

First Steps with TensorFlow: Toolkit



Data visualization Articles

Information is beautiful

W. E. B. Du Bois’ staggering Data Visualizations are as powerful today as they were in 1900

Inclusive Color Sequences for Data Viz in 6 Steps

A Guide to Data Visualization—Comparison Part 1

A Guide to Data Visualization — Comparison Part 2

Your Friendly Guide to Colors in Data Visualisation

From data to viz

Data Visualization — Best Practices and Foundations


Chartopedia – Your guide for choosing the right chart types


Deep Learning Articles

Newbie’s guide to Deep Learning

Bringing black and white photos to life using — a deep learning colouriser trained with old Singaporean photos

Deep Learning for Recommender Systems

What’s New in Deep Learning Research: Reinforcement Learning with Infinite Agents Using Mean Field Games

Deep Learning on the Edge

Getting started with reading Deep Learning Research papers: The Why and the How



Data Science Cheatsheet

Data Science Cheat Sheet–Cheat-Sheet

Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data

Essential Cheat Sheets for Machine Learning and Deep Learning Engineers

Datacamp cheatsheets –  Data science

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