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📐 ML Fundamentals

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

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Being Focused on the Business Problems // Luigi Patruno // MLOps Coffee Sessions #36 short clip
ML Fundamentals
Being Focused on the Business Problems // Luigi Patruno // MLOps Coffee Sessions #36 short clip
MLOps.community Beginner 4y ago
Practical MLOps Part 2 // Alfredo Deza // MLOps Meetup #66
ML Fundamentals
Practical MLOps Part 2 // Alfredo Deza // MLOps Meetup #66
MLOps.community Beginner 4y ago
The Whole of MLOps is Greater Than the Sum of its Parts
ML Fundamentals
The Whole of MLOps is Greater Than the Sum of its Parts
MLOps.community Beginner 4y ago
Introducing Social Good Technologies, a MLOps industry non-profit association
ML Fundamentals
Introducing Social Good Technologies, a MLOps industry non-profit association
MLOps.community Beginner 4y ago
SGT Model Deployment Working Group May 19, 2021 Meeting
ML Fundamentals
SGT Model Deployment Working Group May 19, 2021 Meeting
MLOps.community Beginner 4y ago
Price change ML in Skyscanner? // Mike Moran // MLOps Meetup #61 clip
ML Fundamentals
Price change ML in Skyscanner? // Mike Moran // MLOps Meetup #61 clip
MLOps.community Beginner 4y ago
4 core pieces to MLOps // Ariel Biller // MLOps Coffee Sessions #37 short clip
ML Fundamentals
4 core pieces to MLOps // Ariel Biller // MLOps Coffee Sessions #37 short clip
MLOps.community Beginner 4y ago
Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62
ML Fundamentals
Law of Diminishing Returns for Running AI Proof-of-Concepts // Oguzhan Gencoglu // MLOps Meetup #62
MLOps.community Beginner 4y ago
Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38
ML Fundamentals
Organisational Challenges of MLOps // Adam Sroka // MLOps Coffee Sessions #38
MLOps.community Beginner 4y ago
Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip
ML Fundamentals
Is Explainability Table Stakes For An ML Monitoring Solution // Lex Beattie // Meetup short clip
MLOps.community Beginner 4y ago
From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61
ML Fundamentals
From Idea to Production ML // Lex Beattie - Michael Munn - Mike Moran // MLOps Meetup #61
MLOps.community Beginner 4y ago
MLOps Memes // Ariel Biller // MLOps Coffee Sessions #37
ML Fundamentals
MLOps Memes // Ariel Biller // MLOps Coffee Sessions #37
MLOps.community Beginner 4y ago
Luigi in Production Part 2 // Luigi Patruno // MLOps Coffee Sessions #36
ML Fundamentals
Luigi in Production Part 2 // Luigi Patruno // MLOps Coffee Sessions #36
MLOps.community Beginner 4y ago
MLOps Community 1 Year Anniversary! // Meetup #59 clip
ML Fundamentals
MLOps Community 1 Year Anniversary! // Meetup #59 clip
MLOps.community Beginner 4y ago
War Stories Productionising ML // Nick Masca // Coffee Session#35
ML Fundamentals
War Stories Productionising ML // Nick Masca // Coffee Session#35
MLOps.community Beginner 4y ago
Model & Data Drift Deep Dive // Ben Wilson // MLOps Meetup Clips
ML Fundamentals
Model & Data Drift Deep Dive // Ben Wilson // MLOps Meetup Clips
MLOps.community Intermediate 5y ago
When to add more complexity in your ML infrastructure? // Daniel Stahl // MLOps Meetup Clips
ML Fundamentals
When to add more complexity in your ML infrastructure? // Daniel Stahl // MLOps Meetup Clips
MLOps.community Beginner 5y ago
Start-ups vs Enterprise OSS Strategy in Machine Learning Tooling // MLOps Clips with Sarah Catanzaro
ML Fundamentals
Start-ups vs Enterprise OSS Strategy in Machine Learning Tooling // MLOps Clips with Sarah Catanzaro
MLOps.community Intermediate 5y ago
MLOps Investments // Sarah Catanzaro // Coffee Session #33
ML Fundamentals
MLOps Investments // Sarah Catanzaro // Coffee Session #33
MLOps.community Beginner 5y ago
Build by Small Pieces // Igor Lushchyk // MLOps Meetup #55 short clip
ML Fundamentals
Build by Small Pieces // Igor Lushchyk // MLOps Meetup #55 short clip
MLOps.community Beginner 5y ago
Operationalizing Machine Learning at a Large Financial Institution // Daniel Stahl //MLOps Meetup#56
ML Fundamentals
Operationalizing Machine Learning at a Large Financial Institution // Daniel Stahl //MLOps Meetup#56
MLOps.community Beginner 5y ago
How to Avoid Suffering in MLOps/Data Engineering Role // Igor Lushchyk // MLOps Meetup #55
ML Fundamentals
How to Avoid Suffering in MLOps/Data Engineering Role // Igor Lushchyk // MLOps Meetup #55
MLOps.community Beginner 5y ago
Does anyone know of a good way to manage dependencies? // MLOps Coffee Sessions #31  Part 2 Clip
ML Fundamentals
Does anyone know of a good way to manage dependencies? // MLOps Coffee Sessions #31 Part 2 Clip
MLOps.community Beginner 5y ago
MLOps Engineering Labs Recap // Part 1 // MLOps Coffee Sessions #30
ML Fundamentals
MLOps Engineering Labs Recap // Part 1 // MLOps Coffee Sessions #30
MLOps.community Beginner 5y ago
'Git for Data' - Who, What, How and Why? // Luke Feeney & Gavin Mendel-Gleason // MLOps Meetup #52
ML Fundamentals
'Git for Data' - Who, What, How and Why? // Luke Feeney & Gavin Mendel-Gleason // MLOps Meetup #52
MLOps.community Beginner 5y ago
Practical MLOps // Noah Gift // MLOps Coffee Sessions #27
ML Fundamentals
Practical MLOps // Noah Gift // MLOps Coffee Sessions #27
MLOps.community Beginner 5y ago
Ep#8 - The revolution of Federated Learning
ML Fundamentals
Ep#8 - The revolution of Federated Learning
MLOps.community Beginner 5y ago
MLOps Feature Store Explanation
ML Fundamentals
MLOps Feature Store Explanation
MLOps.community Beginner 5y ago
Machine Learning Design Patterns // Sara Robinson // MLOps Coffee Sessions #24
ML Fundamentals
Machine Learning Design Patterns // Sara Robinson // MLOps Coffee Sessions #24
MLOps.community Beginner 5y ago
Santa's Feature Store // MLOps Christmas
ML Fundamentals
Santa's Feature Store // MLOps Christmas
MLOps.community Beginner 5y ago
MLOps Community // For The Community, By The Community
ML Fundamentals
MLOps Community // For The Community, By The Community
MLOps.community Beginner 5y ago
SRE for ML Infra // Todd Underwood // MLOps Coffee Sessions #23
ML Fundamentals
SRE for ML Infra // Todd Underwood // MLOps Coffee Sessions #23
MLOps.community Beginner 5y ago
How To Move From Barely Doing BI to Doing AI // Joe Reis // MLOps Meetup #45
ML Fundamentals
How To Move From Barely Doing BI to Doing AI // Joe Reis // MLOps Meetup #45
MLOps.community Beginner 5y ago
Ep#7 - ML and Encryption - It's all about secure insights
ML Fundamentals
Ep#7 - ML and Encryption - It's all about secure insights
MLOps.community Beginner 5y ago
Ep#6 - Privacy-preserving ML with Differential Privacy
ML Fundamentals
Ep#6 - Privacy-preserving ML with Differential Privacy
MLOps.community Beginner 5y ago
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44
ML Fundamentals
Human-centric ML Infrastructure: A Netflix Original // Savin Goyal // MLOps Meetup #44
MLOps.community Beginner 5y ago
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21
ML Fundamentals
A Conversation with Seattle Data Guy // Benjamin Rogojan // MLOps Coffee Sessions #21
MLOps.community Beginner 5y ago
Ep#5 - The intersection between DataOps and privacy
ML Fundamentals
Ep#5 - The intersection between DataOps and privacy
MLOps.community Beginner 5y ago
Ep#4 - Are Privacy-enchancing technologies a myth?
ML Fundamentals
Ep#4 - Are Privacy-enchancing technologies a myth?
MLOps.community Beginner 5y ago
Ep#2 - What are regulations saying about data privacy?
ML Fundamentals
Ep#2 - What are regulations saying about data privacy?
MLOps.community Beginner 5y ago
When Machine Learning meets privacy - Episode 1
ML Fundamentals
When Machine Learning meets privacy - Episode 1
MLOps.community Beginner 5y ago
Operationalize Open Source Models with SAS Open Model Manager // Ivan Nardini // MLOps Meetup #39
ML Fundamentals
Operationalize Open Source Models with SAS Open Model Manager // Ivan Nardini // MLOps Meetup #39
MLOps.community Beginner 5y ago
MLOps #36 Moving Deep Learning from Research to Prod Using DeterminedAI & Kubeflow // David Hershey
ML Fundamentals
MLOps #36 Moving Deep Learning from Research to Prod Using DeterminedAI & Kubeflow // David Hershey
MLOps.community Beginner 5y ago
Most underrated topics regarding deploying ML models in production?
ML Fundamentals
Most underrated topics regarding deploying ML models in production?
MLOps.community Beginner 5y ago
MLOps Meetup #35 // Bring Your On-Prem ML Use Cases to Production on Google Cloud using Kubeflow
ML Fundamentals
MLOps Meetup #35 // Bring Your On-Prem ML Use Cases to Production on Google Cloud using Kubeflow
MLOps.community Intermediate 5y ago
Continuous Delivery and Automation Pipelines in Machine Learning // Part 1 // MLOps Coffee Sessions
ML Fundamentals
Continuous Delivery and Automation Pipelines in Machine Learning // Part 1 // MLOps Coffee Sessions
MLOps.community Beginner 5y ago
MLOps Meetup #32 // Building Say Less: An AI-Powered Summarization App // Yoav Zimmerman - Model Zoo
ML Fundamentals
MLOps Meetup #32 // Building Say Less: An AI-Powered Summarization App // Yoav Zimmerman - Model Zoo
MLOps.community Beginner 5y ago
MLOps Cubonacci workshop
ML Fundamentals
MLOps Cubonacci workshop
MLOps.community Intermediate 5y ago
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Algorithm Alchemy: Unlocking the Secrets of Machine Learning
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Algorithm Alchemy: Unlocking the Secrets of Machine Learning
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Machine Learning Models in Science
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Machine Learning Models in Science
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Introduction to On-Device AI
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Introduction to On-Device AI
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Advanced ML Algorithms & Unsupervised Learning
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Advanced ML Algorithms & Unsupervised Learning
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Microsoft Azure Machine Learning
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Microsoft Azure Machine Learning
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Hyperparameter Tuning with Keras Tuner
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Hyperparameter Tuning with Keras Tuner
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