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📐 ML Fundamentals

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

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Practical Deep Learning with Rachel Thomas - #138
📐 ML Fundamentals
Practical Deep Learning with Rachel Thomas - #138
The TWIML AI Podcast with Sam Charrington Advanced 7y ago
Epsilon Software for Private Machine Learning with Chang Liu - #135
📐 ML Fundamentals
Epsilon Software for Private Machine Learning with Chang Liu - #135
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Scalable Differential Privacy for Deep Learning with Nicolas Papernot - #134
📐 ML Fundamentals
Scalable Differential Privacy for Deep Learning with Nicolas Papernot - #134
The TWIML AI Podcast with Sam Charrington Advanced 7y ago
Differential Privacy at Bluecore with Zahi Karam - #133
📐 ML Fundamentals
Differential Privacy at Bluecore with Zahi Karam - #133
The TWIML AI Podcast with Sam Charrington Intermediate 7y ago
Differential Privacy Theory & Practice with Aaron Roth - #132
📐 ML Fundamentals
Differential Privacy Theory & Practice with Aaron Roth - #132
The TWIML AI Podcast with Sam Charrington Beginner 7y ago
Optimal Transport and Machine Learning with Marco Cuturi - #131
📐 ML Fundamentals
Optimal Transport and Machine Learning with Marco Cuturi - #131
The TWIML AI Podcast with Sam Charrington Advanced 7y ago
Human-in-the-Loop AI for Emergency Response & More with Rob Munro - #125
📐 ML Fundamentals
Human-in-the-Loop AI for Emergency Response & More with Rob Munro - #125
The TWIML AI Podcast with Sam Charrington Intermediate 7y ago
Systems and Software for Machine Learning at Scale with Jeff Dean - #124
📐 ML Fundamentals
Systems and Software for Machine Learning at Scale with Jeff Dean - #124
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Playing Atari with Deep Reinforcement Learning - TWiML Online Meetup - March 2018
📐 ML Fundamentals
Playing Atari with Deep Reinforcement Learning - TWiML Online Meetup - March 2018
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Adversarial Attacks Against Reinforcement Learning Agents with Ian Goodfellow & Sandy Huang - #119
📐 ML Fundamentals
Adversarial Attacks Against Reinforcement Learning Agents with Ian Goodfellow & Sandy Huang - #119
The TWIML AI Podcast with Sam Charrington Advanced 8y ago
Machine Learning Platforms at Uber with Mike Del Balso - #115
📐 ML Fundamentals
Machine Learning Platforms at Uber with Mike Del Balso - #115
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Learning "Common Sense" and Physical Concepts with Roland Memisevic - #111
📐 ML Fundamentals
Learning "Common Sense" and Physical Concepts with Roland Memisevic - #111
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Separating Vocals in Recorded Music at Spotify with Eric Humphrey - #98
📐 ML Fundamentals
Separating Vocals in Recorded Music at Spotify with Eric Humphrey - #98
The TWIML AI Podcast with Sam Charrington Advanced 8y ago
Accelerating Deep Learning with Mixed Precision Arithmetic, w/ Greg Diamos - #97
📐 ML Fundamentals
Accelerating Deep Learning with Mixed Precision Arithmetic, w/ Greg Diamos - #97
The TWIML AI Podcast with Sam Charrington Advanced 8y ago
Composing Graphical Models With Neural Networks, w/ David Duvenaud - #96
📐 ML Fundamentals
Composing Graphical Models With Neural Networks, w/ David Duvenaud - #96
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
A Quantum Computing Primer and Implications for AI with Davide Venturelli - #93
📐 ML Fundamentals
A Quantum Computing Primer and Implications for AI with Davide Venturelli - #93
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Learning State Representations with Yael Niv - #92
📐 ML Fundamentals
Learning State Representations with Yael Niv - #92
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Geometric Deep Learning with Joan Bruna & Michael Bronstein - #90
📐 ML Fundamentals
Geometric Deep Learning with Joan Bruna & Michael Bronstein - #90
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Integrative Learning for Robotic Systems with Aaron Ames - #87
📐 ML Fundamentals
Integrative Learning for Robotic Systems with Aaron Ames - #87
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - #86
📐 ML Fundamentals
Visual Recognition in the Cloud for Law Enforcement with Chris Adzima - #86
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Embodied Visual Learning with Kristen Grauman - #85
📐 ML Fundamentals
Embodied Visual Learning with Kristen Grauman - #85
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
re:Invent Roundup Roundtable - #83
📐 ML Fundamentals
re:Invent Roundup Roundtable - #83
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - #80
📐 ML Fundamentals
Block-Sparse Kernels for Deep Neural Networks with Durk Kingma - #80
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Scaling AI for the Enterprise with Mazin Gilbert - #78
📐 ML Fundamentals
Scaling AI for the Enterprise with Mazin Gilbert - #78
The TWIML AI Podcast with Sam Charrington Advanced 8y ago
Scaleable Distributed Deep Learning with Hillery Hunter - #77
📐 ML Fundamentals
Scaleable Distributed Deep Learning with Hillery Hunter - #77
The TWIML AI Podcast with Sam Charrington Advanced 8y ago
Towards Artificial General Intelligence with Greg Brockman - #74
📐 ML Fundamentals
Towards Artificial General Intelligence with Greg Brockman - #74
The TWIML AI Podcast with Sam Charrington Advanced 8y ago
Experimental Creative Writing with the Vectorized Word, w/ Allison Parrish - #72
📐 ML Fundamentals
Experimental Creative Writing with the Vectorized Word, w/ Allison Parrish - #72
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
The Biological Path Towards Strong AI with Matthew Taylor - #71
📐 ML Fundamentals
The Biological Path Towards Strong AI with Matthew Taylor - #71
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Pytorch: Fast Differentiable Dynamic Graphs in Python with Soumith Chintala - #70
📐 ML Fundamentals
Pytorch: Fast Differentiable Dynamic Graphs in Python with Soumith Chintala - #70
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Accessible Machine Learning for the Enterprise Developer with Ryan Sevey & Jason Montgomery - #69
📐 ML Fundamentals
Accessible Machine Learning for the Enterprise Developer with Ryan Sevey & Jason Montgomery - #69
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Bridging the Gap Between Academic and Industry Careers with Ross Fadely - #68
📐 ML Fundamentals
Bridging the Gap Between Academic and Industry Careers with Ross Fadely - #68
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Vinay Anantharaman & Michal Wolski Interview - Nexus Lab Cohort 2 - Bite.ai
📐 ML Fundamentals
Vinay Anantharaman & Michal Wolski Interview - Nexus Lab Cohort 2 - Bite.ai
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Building Conversational Interfaces for Financial Services with Kenneth Conroy - #61
📐 ML Fundamentals
Building Conversational Interfaces for Financial Services with Kenneth Conroy - #61
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Learning to Learn, and other Opportunities in Machine Learning with Graham Taylor - #62
📐 ML Fundamentals
Learning to Learn, and other Opportunities in Machine Learning with Graham Taylor - #62
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Fighting Fraud with Machine Learning at Shopify with Solmaz Shahalizadeh - #60
📐 ML Fundamentals
Fighting Fraud with Machine Learning at Shopify with Solmaz Shahalizadeh - #60
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
ML Use Cases at Think Big Analytics with Mo Patel & Laura Frølich - #54
📐 ML Fundamentals
ML Use Cases at Think Big Analytics with Mo Patel & Laura Frølich - #54
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
AI-Powered Conversational Interfaces with Paul Tepper - #52
📐 ML Fundamentals
AI-Powered Conversational Interfaces with Paul Tepper - #52
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Learning Long-Term Dependencies with Gradient Descent is Difficult - TWiML Online Meetup
📐 ML Fundamentals
Learning Long-Term Dependencies with Gradient Descent is Difficult - TWiML Online Meetup
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Evolutionary Algorithms in Machine Learning with Risto Miikkulainen - #47
📐 ML Fundamentals
Evolutionary Algorithms in Machine Learning with Risto Miikkulainen - #47
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Jennifer Prendki Interview - Agile Machine Learning - TWiML Talk #46
📐 ML Fundamentals
Jennifer Prendki Interview - Agile Machine Learning - TWiML Talk #46
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
LSTMs, Plus a Deep Learning History Lesson with Jürgen Schmidhuber - #44
📐 ML Fundamentals
LSTMs, Plus a Deep Learning History Lesson with Jürgen Schmidhuber - #44
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Machine Teaching for Better Machine Learning with Mark Hammond - #43
📐 ML Fundamentals
Machine Teaching for Better Machine Learning with Mark Hammond - #43
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Web Scale Engineering for Machine Learning with Sharath Rao - #40
📐 ML Fundamentals
Web Scale Engineering for Machine Learning with Sharath Rao - #40
The TWIML AI Podcast with Sam Charrington Intermediate 8y ago
Smart Buildings & IoT with Yodit Stanton - #36
📐 ML Fundamentals
Smart Buildings & IoT with Yodit Stanton - #36
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Expressive AI-Generated Music With Google's Performance RNN with Doug Eck - #32
📐 ML Fundamentals
Expressive AI-Generated Music With Google's Performance RNN with Doug Eck - #32
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Enhancing Customer Experiences with Emotional AI, w/ Rana el Kaliouby - #35
📐 ML Fundamentals
Enhancing Customer Experiences with Emotional AI, w/ Rana el Kaliouby - #35
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Video Object Detection at Scale with Reza Zadeh - #34
📐 ML Fundamentals
Video Object Detection at Scale with Reza Zadeh - #34
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
The Power of Probabilistic Programming with Ben Vigoda - #33
📐 ML Fundamentals
The Power of Probabilistic Programming with Ben Vigoda - #33
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
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Computer Vision Fundamentals with Google Cloud
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Build Decision Trees, SVMs, and Artificial Neural Networks
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