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📐 ML Fundamentals

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

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Feast Feature Store Deep Dive // Felix Wang //  MLOps Meetup #81
ML Fundamentals
Feast Feature Store Deep Dive // Felix Wang // MLOps Meetup #81
MLOps.community Beginner 4y ago
How mlctl Helps Intuit's Workflow // Srivathsan Canchi // Coffee Sessions # 50 short clip
ML Fundamentals
How mlctl Helps Intuit's Workflow // Srivathsan Canchi // Coffee Sessions # 50 short clip
MLOps.community Beginner 4y ago
Data Selection for Data-Centric AI: Data Quality Over Quantity // Cody Coleman //Coffee Sessions#59
ML Fundamentals
Data Selection for Data-Centric AI: Data Quality Over Quantity // Cody Coleman //Coffee Sessions#59
MLOps.community Beginner 4y ago
10 Types of Features your Location ML Model is Missing // Anne Cocos // Coffee Sessions #58
ML Fundamentals
10 Types of Features your Location ML Model is Missing // Anne Cocos // Coffee Sessions #58
MLOps.community Beginner 4y ago
Three Categories of SGT // Alex Chung // Coffee #50 short clip
ML Fundamentals
Three Categories of SGT // Alex Chung // Coffee #50 short clip
MLOps.community Beginner 4y ago
Managing Outcomes Generated by Data Scientists // Stefan Krawczyk // Coffee Sessions #49 short clip
ML Fundamentals
Managing Outcomes Generated by Data Scientists // Stefan Krawczyk // Coffee Sessions #49 short clip
MLOps.community Beginner 4y ago
Importance of Platform // Julien Chaumond // Coffee Sessions #48 short clip
ML Fundamentals
Importance of Platform // Julien Chaumond // Coffee Sessions #48 short clip
MLOps.community Beginner 4y ago
Engineering Best Practices for Machine Learning // Alex Serban // MLOps Meetup #79
ML Fundamentals
Engineering Best Practices for Machine Learning // Alex Serban // MLOps Meetup #79
MLOps.community Beginner 4y ago
Moldable Development with Glamorous Toolkit // Tudor Gîrba // MLOps Meetup #77
ML Fundamentals
Moldable Development with Glamorous Toolkit // Tudor Gîrba // MLOps Meetup #77
MLOps.community Beginner 4y ago
SGT Working Group Aug 24, 2021 - mlctl and hydrosphere Open Source MLOps Libraries Demo
ML Fundamentals
SGT Working Group Aug 24, 2021 - mlctl and hydrosphere Open Source MLOps Libraries Demo
MLOps.community Beginner 4y ago
Maintainability in Diversity // Pablo Estevez // Coffee Session #46 short clip
ML Fundamentals
Maintainability in Diversity // Pablo Estevez // Coffee Session #46 short clip
MLOps.community Intermediate 4y ago
Creating MLOps Standards // Alex Chung and Srivathsan Canchi // MLOps Coffee Sessions #50
ML Fundamentals
Creating MLOps Standards // Alex Chung and Srivathsan Canchi // MLOps Coffee Sessions #50
MLOps.community Beginner 4y ago
Aggressively Helpful Platform Teams // Stefan Krawczyk // MLOps Coffee Sessions #49
ML Fundamentals
Aggressively Helpful Platform Teams // Stefan Krawczyk // MLOps Coffee Sessions #49
MLOps.community Beginner 4y ago
Building an ML Platform from Scratch: Live Coding Session - Part 2 //Alon Gubkin // MLOps Meetup #74
ML Fundamentals
Building an ML Platform from Scratch: Live Coding Session - Part 2 //Alon Gubkin // MLOps Meetup #74
MLOps.community Beginner 4y ago
Three Blocks of MLOps Modular Level // Emmanuel Raj // Meetup #69 short clip
ML Fundamentals
Three Blocks of MLOps Modular Level // Emmanuel Raj // Meetup #69 short clip
MLOps.community Intermediate 4y ago
Tour of Upcoming Features on the Hugging Face Model Hub// Julien Chaumond //MLOps Coffee Sessions#48
ML Fundamentals
Tour of Upcoming Features on the Hugging Face Model Hub// Julien Chaumond //MLOps Coffee Sessions#48
MLOps.community Beginner 4y ago
Shadow IT/Shadow MLOps/Shadow DevOps // Korri Jones // Meetup #68 short clip
ML Fundamentals
Shadow IT/Shadow MLOps/Shadow DevOps // Korri Jones // Meetup #68 short clip
MLOps.community Beginner 4y ago
Model serving platform // Kyle Gallatin // Coffee #43 short clip
ML Fundamentals
Model serving platform // Kyle Gallatin // Coffee #43 short clip
MLOps.community Advanced 4y ago
Learning from 150 Successful ML-enabled Products at Booking.com // Pablo Estevez // Coffee Ses'n #46
ML Fundamentals
Learning from 150 Successful ML-enabled Products at Booking.com // Pablo Estevez // Coffee Ses'n #46
MLOps.community Beginner 4y ago
Take a risk or stay safe? // Alfredo Deza // Meetup #66 short clip
ML Fundamentals
Take a risk or stay safe? // Alfredo Deza // Meetup #66 short clip
MLOps.community Beginner 4y ago
Engineering MLOps // Emmanuel Raj // MLOps Meetup #69
ML Fundamentals
Engineering MLOps // Emmanuel Raj // MLOps Meetup #69
MLOps.community Beginner 4y ago
CI/CD for MLOPS Definition // Monmayuri Ray // MLOps Coffee Sessions #41 short clip
ML Fundamentals
CI/CD for MLOPS Definition // Monmayuri Ray // MLOps Coffee Sessions #41 short clip
MLOps.community Advanced 4y ago
SGT Model Deployment Working Group June 22, 2021 Meeting
ML Fundamentals
SGT Model Deployment Working Group June 22, 2021 Meeting
MLOps.community Beginner 4y ago
Educating Clients on Uncertainty // Adam Sroka // MLOps Coffee Sessions #38 short clip
ML Fundamentals
Educating Clients on Uncertainty // Adam Sroka // MLOps Coffee Sessions #38 short clip
MLOps.community Intermediate 4y ago
Nick's Nightmarish Story // Nick Masca // Coffee Session #35 short clip
ML Fundamentals
Nick's Nightmarish Story // Nick Masca // Coffee Session #35 short clip
MLOps.community Intermediate 4y ago
Twitch Affecting Felipe's Career // Felipe Campos Penha// Meetup #63 short clip
ML Fundamentals
Twitch Affecting Felipe's Career // Felipe Campos Penha// Meetup #63 short clip
MLOps.community Beginner 4y ago
Building an ML Platform from Scratch: Live Coding Session // Alon Gubkin // MLOps Meetup #67
ML Fundamentals
Building an ML Platform from Scratch: Live Coding Session // Alon Gubkin // MLOps Meetup #67
MLOps.community Beginner 4y ago
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 4y 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
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