ML Fundamentals

TensorFlow Extended (TF Dev Summit '20)

I'm Sorry Dave, I Can't Do That: Practical Machine Learning for Information Security | SANS@MIC Talk

First hour with a Kaggle Challenge

Scaling Tensorflow data processing with tf.data (TF Dev Summit '20)

Who is the Sentdex Audience?

Python Tutorial : Outliers in Credit Data

AutoML-Zero

Deep Learning for Symbolic Mathematics

This Neural Network Turns Videos Into 60 FPS!

Advance House Price Prediction-Feature Selection

Adversarial Explanations

Networking Optimizations for Multi-Node Deep Learning on Kubernetes with Erez Cohen - #345

Advance House Price Prediction-Feature Engineering Part 1

Oxford Impact Investing Webinar - Ask the Expert

Social Intelligence with Blaise Aguera y Arcas - #340

Daniel Kahneman: Deep Learning (System 1 and System 2) | AI Podcast Clips

Grant Sanderson (3Blue1Brown): Is Math Discovered or Invented? | AI Podcast Clips

Transformer Neural Networks - EXPLAINED! (Attention is all you need)

PyTorch Tutorial 09 - Dataset and DataLoader - Batch Training

PyTorch Tutorial 06 - Training Pipeline: Model, Loss, and Optimizer

The Ethical Algorithm | Michael Kearns & Aaron Roth | Talks at Google

Gradient Descent - THE MATH YOU SHOULD KNOW

Apex - Michael Carilli, NVIDIA

PyTorch Developer Conference Keynote - Mike Schroepfer

Making the Mid-career Leap from Urban Design to Deep Learning/Data Science

Principal Component Analysis (The Math) : Data Science Concepts

Neuroevolution of Augmenting Topologies (NEAT)

Reconciling modern machine learning and the bias-variance trade-off

Scaling TensorFlow 2 models to multi-worker GPUs (TF Dev Summit '20)

120GB of VRAM - Boxx Workstation review

Inside TensorFlow: TF Model Optimization Toolkit (Quantization and Pruning)

Trends in Machine Learning & Deep Learning with Zack Lipton - #334

FaciesNet & Machine Learning Applications in Energy with Mohamed Sidahmed - #333

The Tree-Based Pipeline Optimization Tool (TPOT) AutoML- Genetic Programming

Data Scientist, Domain Expertise, Data Engineer Top Skillsets Based On Gartner Survey

How Can A Non Technical Person Become Data Scientist

The Next Generation of Self-Driving Engineers with Aaron Ma - Talk #318

Spiking Neural Networks: A Primer with Dr. Terrence Sejnowski - #317

Logistic Regression - VISUALIZED!

TensorFlow model optimization: Quantization and pruning (TF World '19)

Swift for TensorFlow (TF World '19)

Jeremy Howard: Very Fast Training of Neural Networks | AI Podcast Clips

Time Series Clustering for Monitoring Fueling Infrastructure Performance with Kalai Ramea - #300

Swarm AI for Event Outcome Prediction with Gregg Willcox - TWIML Talk #299

DeepQB: Deep Learning to Quantify Quarterback Decision-Making with Brian Burke - TWIML Talk #297

Siamese Neural Networks

Automated ML for RNA Design with Danny Stoll - TWIML Talk #288

Environmental Impact of Large-Scale NLP Model Training with Emma Strubell - TWIML Talk #286