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📐 ML Fundamentals

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

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Machine Learning is Going Real-Time
📐 ML Fundamentals
Machine Learning is Going Real-Time
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Team Teardown: Evolving an ML Platform at SurveyMonkey
📐 ML Fundamentals
Team Teardown: Evolving an ML Platform at SurveyMonkey
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Build, Buy and the Golden Ratio: How Theator scaled up its continuous training framework
📐 ML Fundamentals
Build, Buy and the Golden Ratio: How Theator scaled up its continuous training framework
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
ClearML: Your R&D on MLOps! From zero to hero in two lines of code
📐 ML Fundamentals
ClearML: Your R&D on MLOps! From zero to hero in two lines of code
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Making Models Work: How an optimized ML lifecycle can drive better ROI
📐 ML Fundamentals
Making Models Work: How an optimized ML lifecycle can drive better ROI
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
End-to-End ML with Cloudera Machine Learning
📐 ML Fundamentals
End-to-End ML with Cloudera Machine Learning
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
Experimentation and Optimization with SigOpt
📐 ML Fundamentals
Experimentation and Optimization with SigOpt
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Maintaining Model Lineage with Weights & Biases Model Registry with Weights & Biases
📐 ML Fundamentals
Maintaining Model Lineage with Weights & Biases Model Registry with Weights & Biases
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Model Quantization for Edge Devices with AIMET
📐 ML Fundamentals
Model Quantization for Edge Devices with AIMET
The TWIML AI Podcast with Sam Charrington Advanced 3y ago
Equivariant Priors for Compressed Sensing with Arash Behboodi - #584
📐 ML Fundamentals
Equivariant Priors for Compressed Sensing with Arash Behboodi - #584
The TWIML AI Podcast with Sam Charrington Advanced 3y ago
Studying Machine Intelligence with Been Kim - #571
📐 ML Fundamentals
Studying Machine Intelligence with Been Kim - #571
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Advancing Hands-On Machine Learning Education with Sebastian Raschka - #565
📐 ML Fundamentals
Advancing Hands-On Machine Learning Education with Sebastian Raschka - #565
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Full-Stack AI Systems Development with Murali Akula - #563
📐 ML Fundamentals
Full-Stack AI Systems Development with Murali Akula - #563
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Learning to Ponder: Memory in Deep Neural Networks - #528
📐 ML Fundamentals
Learning to Ponder: Memory in Deep Neural Networks - #528
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Deep Learning is Eating 5G. Here’s How, w/ Joseph Soriaga - #525
📐 ML Fundamentals
Deep Learning is Eating 5G. Here’s How, w/ Joseph Soriaga - #525
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Applications of Variational Autoencoders and Bayesian Optimization w/ J. M. Hernández Lobato - #510
📐 ML Fundamentals
Applications of Variational Autoencoders and Bayesian Optimization w/ J. M. Hernández Lobato - #510
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Spatiotemporal Data Analysis with Rose Yu - #508
📐 ML Fundamentals
Spatiotemporal Data Analysis with Rose Yu - #508
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497
📐 ML Fundamentals
Deep Unsupervised Learning for Climate Informatics with Claire Monteleoni - #497
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Buy AND Build for Production Machine Learning with Nir Bar-Lev - #488
📐 ML Fundamentals
Buy AND Build for Production Machine Learning with Nir Bar-Lev - #488
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Causal Modeling in Machine Learning with Robert Ness 5/27/21
📐 ML Fundamentals
Causal Modeling in Machine Learning with Robert Ness 5/27/21
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
Probabilistic Numeric CNNs with Roberto Bondesan - #482
📐 ML Fundamentals
Probabilistic Numeric CNNs with Roberto Bondesan - #482
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
Human-Centered ML for High-Risk Behaviors with Stevie Chancellor - #472
📐 ML Fundamentals
Human-Centered ML for High-Risk Behaviors with Stevie Chancellor - #472
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
End to End ML at Cloudera with Santiago Giraldo - #469 [TWIMLcon Sponsor Series]
📐 ML Fundamentals
End to End ML at Cloudera with Santiago Giraldo - #469 [TWIMLcon Sponsor Series]
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
ML Platforms for Global Scale at Prosus with Paul van der Boor - #468 [TWIMLcon Sponsor Series]
📐 ML Fundamentals
ML Platforms for Global Scale at Prosus with Paul van der Boor - #468 [TWIMLcon Sponsor Series]
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
A Future of Work for the Invisible Workers in A.I. with Saiph Savage - #447
📐 ML Fundamentals
A Future of Work for the Invisible Workers in A.I. with Saiph Savage - #447
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Predictive Disease Risk Modeling at 23andMe with Subarna Sinha - #436
📐 ML Fundamentals
Predictive Disease Risk Modeling at 23andMe with Subarna Sinha - #436
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
Deep Learning for NLP: From the Trenches with Charlene Chambliss - #433
📐 ML Fundamentals
Deep Learning for NLP: From the Trenches with Charlene Chambliss - #433
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Pixels to Concepts with Backpropagation w/ Roland Memisevic - #427
📐 ML Fundamentals
Pixels to Concepts with Backpropagation w/ Roland Memisevic - #427
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Productionizing Time-Series Workloads at Siemens Energy with Edgar Bahilo Rodriguez - #439
📐 ML Fundamentals
Productionizing Time-Series Workloads at Siemens Energy with Edgar Bahilo Rodriguez - #439
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
How Deep Learning has Revolutionized OCR with Cha Zhang - #416
📐 ML Fundamentals
How Deep Learning has Revolutionized OCR with Cha Zhang - #416
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
#TWIMLfest: So You Want to Teach an AI/ML Course?
📐 ML Fundamentals
#TWIMLfest: So You Want to Teach an AI/ML Course?
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
Machine Learning for Sustainable Agriculture
📐 ML Fundamentals
Machine Learning for Sustainable Agriculture
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
#TWIMLfest: AI in the Fight Against Climate Change
📐 ML Fundamentals
#TWIMLfest: AI in the Fight Against Climate Change
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
#TWIMLfest: Fundamentals of Medical Image Processing for Deep Learning
📐 ML Fundamentals
#TWIMLfest: Fundamentals of Medical Image Processing for Deep Learning
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
#TWIMLfest: Show & Tell: Art Training: How Artistic Practices Can Adopt Machine Learning
📐 ML Fundamentals
#TWIMLfest: Show & Tell: Art Training: How Artistic Practices Can Adopt Machine Learning
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
#TWIMLfest: Live Keynote Interview with Shakir Mohamed - #418
📐 ML Fundamentals
#TWIMLfest: Live Keynote Interview with Shakir Mohamed - #418
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Bridging The Gap Between Machine Learning and the Life Sciences with Artur Yakimovich - #411
📐 ML Fundamentals
Bridging The Gap Between Machine Learning and the Life Sciences with Artur Yakimovich - #411
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
ML Systems for Leaders & Innovators with Louis Dorard
📐 ML Fundamentals
ML Systems for Leaders & Innovators with Louis Dorard
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Beyond Accuracy: Behavioral Testing of NLP Models with Sameer Singh - #406
📐 ML Fundamentals
Beyond Accuracy: Behavioral Testing of NLP Models with Sameer Singh - #406
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
📐 ML Fundamentals
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Model Explainability Forum
📐 ML Fundamentals
Model Explainability Forum
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Neural Augmentation for Wireless Communication with Max Welling - #398
📐 ML Fundamentals
Neural Augmentation for Wireless Communication with Max Welling - #398
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
TWIML Webinar: "Building, Deploying, and Monitoring Machine Learning Models with Amazon SageMaker"
📐 ML Fundamentals
TWIML Webinar: "Building, Deploying, and Monitoring Machine Learning Models with Amazon SageMaker"
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Graph ML Research at Twitter with Michael Bronstein - #394
📐 ML Fundamentals
Graph ML Research at Twitter with Michael Bronstein - #394
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386 (Video)
📐 ML Fundamentals
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386 (Video)
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
The Case for Hardware-ML Model Co-design with Diana Marculescu - #391
📐 ML Fundamentals
The Case for Hardware-ML Model Co-design with Diana Marculescu - #391
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386
📐 ML Fundamentals
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Machine Learning Commerce at Square with Marsal Gavalda - #384
📐 ML Fundamentals
Machine Learning Commerce at Square with Marsal Gavalda - #384
The TWIML AI Podcast with Sam Charrington Intermediate 5y ago
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Apply Test-Driven ML Code
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Apply Test-Driven ML Code
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Deep Learning - Recurrent Neural Networks with TensorFlow
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Deep Learning - Recurrent Neural Networks with TensorFlow
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Computer Vision Fundamentals with Google Cloud
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Computer Vision Fundamentals with Google Cloud
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Introduction to Image Generation - Deutsch
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Introduction to Image Generation - Deutsch
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Transform Audio: Extract Features & Augment Models
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Transform Audio: Extract Features & Augment Models
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GPU Clusters & Containers
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GPU Clusters & Containers
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