More Resources.md

What is Data Science?

• What really is Data Science?
• https://telegra.ph/What-REALLY-is-Data-Science-09-21

Just leaving it here

• Data Science Interview at Facebook

Advice

• 12 Things I Learned During My First Year as a Machine Learning Engineer
• How to Learn Machine Learning, The Self-Starter Way
• Andrew Ng: Advice on Getting Started in Deep Learning
• Andrew Ng Machine Learning Career

Technical Articles / Videos

• Cheat sheat Stanford
• Loss function for neural networks CNN
• Backprop in CNN
• Backprop in NN
• Introduction to Backpropagation and Optimization

Courses

• http://introtodeeplearning.com
• https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/about
• Fast AI DL
• Coursera Data Science
• Fast AI ML course

Bookshelf

• Data Science books

YouTube

• DeepLizard

QA

• Validation accuracy is higher than training accuracy.
  • https://www.quora.com/Can-validation-accuracy-be-higher-than-training-accuracy

Resources where you can find the latest publications from leading laboratories

• https://openai.com/blog/tags/research/
• https://deepmind.com/research
• https://www.microsoft.com/en-us/research/research-area/artificial-intelligence
• https://www.research.ibm.com/artificial-intelligence/#publications
• https://ai.stanford.edu
• https://www.csail.mit.edu
• https://ai.google/research/