ML Fundamentals

Deep Learning State of the Art (2019)

What do neural networks learn?

DEEP LEARNING WITH TENSORFLOW TUTORIAL | Introduction to TensorFlow Syntax in 20 Minutes

Python Machine Learning Tutorial #1 - Introduction

Press Play on Tape (Bandersnatch) - Computerphile

How do neural networks work?

Implementing a Spam classifier in python| Natural Language Processing

Tutorial 44-Balanced vs Imbalanced Dataset and how to handle Imbalanced Dataset

Deep Learning Basics: Introduction and Overview

Deep Learning for Remote Sensing Applications @ TWiML Online Meetup EMEA 3 January 2019 1080p

10 Machine Learning Questions - ANSWERED!

Tensor2Tensor (TensorFlow @ O’Reilly AI Conference, San Francisco '18)

a16z Podcast | Putting AI in Medicine, in Practice

a16z Podcast | Revenge of the Algorithms (Over Data)... Go! No?

CNN Weights - Learnable Parameters in PyTorch Neural Networks

TF Machine Learning for Programmers (TensorFlow @ O’Reilly AI Conference, San Francisco '18)

Training a Deep Q-Network with Fixed Q-targets - Reinforcement Learning

How to Get a Data Science Internship | Essential Tips for People Starting a Career in Data Science

Conclusion - Deep Learning in Halite AI competition p.8

Designing Computer Systems for Software with Kunle Olukotun - TWiML Talk #211

Analyzing model improvements - Deep Learning in Halite AI competition p.7

Neural Networks: Crash Course Statistics #41

9. Hybrid LSTMs [Long Short-Term Memory]

Apache Spark - Computerphile

How To Wake Up Smarter - Learning How To Learn for Youth by ASU #5

Fun with Space Aliens - Learning How To Learn for Youth by ASU #4

Python tutorial 1: How to Install Python 3 on Windows 10 in 2019 by Manish Sharma

Confusion matrix, Precision, Recall| Data Science Interview questions

CBSE to introduce artificial intelligence courses in classes 8, 9, 10

Covariance in Statistics

Log Normal Distribution in Statistics

Natural Language Processing|TF-IDF for Machine Learning| Text Prerocessing

Gaussian distribution or Normal Distribution in statisctics

Natural Language Processing|BagofWords

a16z Podcast | Engineering Intent

a16z Podcast | On the Genomics of Disease, From Science to Business

a16z Podcast | Software Programs the World

a16z Podcast | When Humanity Meets A.I.

a16z Podcast | The Dream of AI Is Alive in Go

a16z Podcast | Data Network Effects

a16z Podcast | Artificial Intelligence and the 'Space of Possible Minds'

Natural Language Processing|Stemming

TensorFlow Extended (TFX) & Hub (TensorFlow @ O’Reilly AI Conference, San Francisco '18)

Running with Trained Model - Deep Learning in Halite AI competition p.6

Broadening Your Passions - Learning How To Learn for Youth by ASU #3

Using a Tomato to Avoid Putting Things Off - Learning How To Learn for Youth by ASU #2

Why Trying Too Hard Can Sometimes Be a Problem - Learning How To Learn for Youth by ASU #1

7 Questions with Yale's Nobel Laureate Robert Shiller