📐 ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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Grokking, Generalization Collapse, and Dynamics of Training Deep Neural Nets [Charles Martin] - 734

📐 ML Fundamentals

Grokking, Generalization Collapse, and Dynamics of Training Deep Neural Nets [Charles Martin] - 734

The TWIML AI Podcast with Sam Charrington Advanced 9mo ago

ML Models for Safety-Critical Systems with Lucas García - 705

📐 ML Fundamentals

ML Models for Safety-Critical Systems with Lucas García - 705

The TWIML AI Podcast with Sam Charrington Beginner 1y ago

Nightshade: Data Poisoning to Fight Generative AI with Ben Zhao - 668

📐 ML Fundamentals

Nightshade: Data Poisoning to Fight Generative AI with Ben Zhao - 668

The TWIML AI Podcast with Sam Charrington Advanced 2y ago

The emergence of capabilities is influenced by training data & patterns discovered as data scales up

📐 ML Fundamentals

The emergence of capabilities is influenced by training data & patterns discovered as data scales up

The TWIML AI Podcast with Sam Charrington Beginner 2y ago

Better tools & open-source models enable the academic community to understand model's complex system

📐 ML Fundamentals

Better tools & open-source models enable the academic community to understand model's complex system

The TWIML AI Podcast with Sam Charrington Beginner 2y ago

Build robust system for an open world that can manage novelty & classify LLMs to avoid hallucination

📐 ML Fundamentals

Build robust system for an open world that can manage novelty & classify LLMs to avoid hallucination

The TWIML AI Podcast with Sam Charrington Beginner 2y ago

Artificial neural networks find solutions similar to the brain's mathematical transformations

📐 ML Fundamentals

Artificial neural networks find solutions similar to the brain's mathematical transformations

The TWIML AI Podcast with Sam Charrington Beginner 2y ago

Why Deep Networks and Brains Learn Similar Features with Sophia Sanborn - 644

📐 ML Fundamentals

Why Deep Networks and Brains Learn Similar Features with Sophia Sanborn - 644

The TWIML AI Podcast with Sam Charrington Advanced 2y ago

Advancing Biology and Medicine with Computer Science and Machine Learning

📐 ML Fundamentals

Advancing Biology and Medicine with Computer Science and Machine Learning

The TWIML AI Podcast with Sam Charrington Beginner 2y ago

The importance of hyperparameter optimization

📐 ML Fundamentals

The importance of hyperparameter optimization

The TWIML AI Podcast with Sam Charrington Advanced 2y ago

Robotic Dexterity and Collaboration with Monroe Kennedy III - 619

📐 ML Fundamentals

Robotic Dexterity and Collaboration with Monroe Kennedy III - 619

The TWIML AI Podcast with Sam Charrington Intermediate 3y ago

How can machine learning can benefit global food security

📐 ML Fundamentals

How can machine learning can benefit global food security

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Thinking Big with Machine Learning to Fight Food Insecurity

📐 ML Fundamentals

Thinking Big with Machine Learning to Fight Food Insecurity

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Spotify's Machine Learning Journey

📐 ML Fundamentals

Spotify's Machine Learning Journey

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

"Machine learning doesn't give you for free anything you didn't explicitly ask for"

📐 ML Fundamentals

"Machine learning doesn't give you for free anything you didn't explicitly ask for"

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

The Geospatial Machine Learning Revolution Is Upon Us

📐 ML Fundamentals

The Geospatial Machine Learning Revolution Is Upon Us

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Geospatial Machine Learning with Kumar Chellapilla - 607

📐 ML Fundamentals

Geospatial Machine Learning with Kumar Chellapilla - 607

The TWIML AI Podcast with Sam Charrington Intermediate 3y ago

How to get and keep top talent in machine learning

📐 ML Fundamentals

How to get and keep top talent in machine learning

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Engineering Production NLP Systems at T-Mobile - 600

📐 ML Fundamentals

Engineering Production NLP Systems at T-Mobile - 600

The TWIML AI Podcast with Sam Charrington Intermediate 3y ago

Never Trust an AI Demo

📐 ML Fundamentals

Never Trust an AI Demo

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Less Profit, More Humanity in Startup Culture

📐 ML Fundamentals

Less Profit, More Humanity in Startup Culture

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

The Great MLOps Debate End to End ML Platforms vs Specialized Tools - #597

📐 ML Fundamentals

The Great MLOps Debate End to End ML Platforms vs Specialized Tools - #597

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

The Immaturity of Machine Learning - Clips - #502

📐 ML Fundamentals

The Immaturity of Machine Learning - Clips - #502

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Big differences in the way people need to approach machine learning problems nowadays

📐 ML Fundamentals

Big differences in the way people need to approach machine learning problems nowadays

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Harnessing On-Device AI to Transform the Smartphone Experience

📐 ML Fundamentals

Harnessing On-Device AI to Transform the Smartphone Experience

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Building ML Platform Capabilities at Global Scale

📐 ML Fundamentals

Building ML Platform Capabilities at Global Scale

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Top Trends in Enterprise Machine Learning for 2021

📐 ML Fundamentals

Top Trends in Enterprise Machine Learning for 2021

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

How Spotify Does ML At Scale

📐 ML Fundamentals

How Spotify Does ML At Scale

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Keynote Interview: Solmaz Shahalizadeh

📐 ML Fundamentals

Keynote Interview: Solmaz Shahalizadeh

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Using Unity to Generate Synthetic data and Accelerate Computer Vision Training

📐 ML Fundamentals

Using Unity to Generate Synthetic data and Accelerate Computer Vision Training

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Executive Summit Roundtable Discussion

📐 ML Fundamentals

Executive Summit Roundtable Discussion

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

First Steps and Early Challenges in Scaling Machine Learning at H&M Group

📐 ML Fundamentals

First Steps and Early Challenges in Scaling Machine Learning at H&M Group

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Build an End-to-End ML Workflow for Your Organization

📐 ML Fundamentals

Build an End-to-End ML Workflow for Your Organization

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Causal Modeling in Machine Learning Webinar with Robert Osazuwa Ness

📐 ML Fundamentals

Causal Modeling in Machine Learning Webinar with Robert Osazuwa Ness

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Keynote Interview: Chris Albon

📐 ML Fundamentals

Keynote Interview: Chris Albon

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

ML Product Experiments at Scale

📐 ML Fundamentals

ML Product Experiments at Scale

The TWIML AI Podcast with Sam Charrington Intermediate 3y ago

Chaos and Pain in Machine Learning, and the ‘DevOps for ML Manifesto'

📐 ML Fundamentals

Chaos and Pain in Machine Learning, and the ‘DevOps for ML Manifesto'

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Semblance: Feature Generation In Real-Time and Batch Without Time-Travel

📐 ML Fundamentals

Semblance: Feature Generation In Real-Time and Batch Without Time-Travel

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Productionizing Machine Learning Models at Scale with Kubernetes

📐 ML Fundamentals

Productionizing Machine Learning Models at Scale with Kubernetes

The TWIML AI Podcast with Sam Charrington Advanced 3y ago

Model Versioning: Why, When, and How

📐 ML Fundamentals

Model Versioning: Why, When, and How

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production

📐 ML Fundamentals

Live from TWIMLcon! Overcoming the Barriers to Deep Learning in Production

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Operationalizing Machine Learning at Levi’s

📐 ML Fundamentals

Operationalizing Machine Learning at Levi’s

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Live from TWIMLcon! Encoding Company Culture in Applied AI Systems

📐 ML Fundamentals

Live from TWIMLcon! Encoding Company Culture in Applied AI Systems

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Machine Learning in Production: What to do after you’ve trained the models?

📐 ML Fundamentals

Machine Learning in Production: What to do after you’ve trained the models?

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Culture & Organization for Effective ML at Scale

📐 ML Fundamentals

Culture & Organization for Effective ML at Scale

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Ethical Human-in-the-Loop ML Pipelines

📐 ML Fundamentals

Ethical Human-in-the-Loop ML Pipelines

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Embeddings @ Twitter

📐 ML Fundamentals

Embeddings @ Twitter

The TWIML AI Podcast with Sam Charrington Beginner 3y ago

Scaling ML in the Traditional Enterprise

📐 ML Fundamentals

Scaling ML in the Traditional Enterprise

The TWIML AI Podcast with Sam Charrington Beginner 3y ago