✕ Clear filters
98 lessons

📐 ML Fundamentals

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

All ▶ YouTube 176,383📚 Coursera 16,148
Choosing the Right Model is Hard. Maintaining Accuracy is Harder.
ML Fundamentals
Choosing the Right Model is Hard. Maintaining Accuracy is Harder.
MLOps.community Intermediate 3w ago
MCP Dev Summit [Day 2] ft AWS, Docker, & Datadog
ML Fundamentals
MCP Dev Summit [Day 2] ft AWS, Docker, & Datadog
MLOps.community Intermediate 3w ago
Iceberg is harder than you think
ML Fundamentals
Iceberg is harder than you think
MLOps.community Intermediate 3mo ago
Is there still a role for a feature store
ML Fundamentals
Is there still a role for a feature store
MLOps.community Intermediate 3mo ago
What's GraphQL
ML Fundamentals
What's GraphQL
MLOps.community Intermediate 3mo ago
AI in Coding  Proven Success and Impact
ML Fundamentals
AI in Coding Proven Success and Impact
MLOps.community Intermediate 4mo ago
The Ever Evolving Battle Against Fraud in Data Science
ML Fundamentals
The Ever Evolving Battle Against Fraud in Data Science
MLOps.community Intermediate 4mo ago
Data Teams Don’t Need Sides, They Need Support
ML Fundamentals
Data Teams Don’t Need Sides, They Need Support
MLOps.community Intermediate 4mo ago
Fine-Tuning is Broken // Tanmay Chopra // AI in Production 2025
ML Fundamentals
Fine-Tuning is Broken // Tanmay Chopra // AI in Production 2025
MLOps.community Intermediate 5mo ago
Developer Productivity
ML Fundamentals
Developer Productivity
MLOps.community Intermediate 7mo ago
Questions on Stack Overflow These Days
ML Fundamentals
Questions on Stack Overflow These Days
MLOps.community Intermediate 7mo ago
AI Productivity Gains
ML Fundamentals
AI Productivity Gains
MLOps.community Intermediate 8mo ago
langsmith or arize? or both?
ML Fundamentals
langsmith or arize? or both?
MLOps.community Intermediate 8mo ago
Sovereign AI Isn’t Asking Permission
ML Fundamentals
Sovereign AI Isn’t Asking Permission
MLOps.community Intermediate 8mo ago
Does your product require AI/ML
ML Fundamentals
Does your product require AI/ML
MLOps.community Intermediate 9mo ago
From Circuits to Street Smarts
ML Fundamentals
From Circuits to Street Smarts
MLOps.community Intermediate 9mo ago
#search ai use case at @Uber  #podcast #aiinpractice #mlops
ML Fundamentals
#search ai use case at @Uber #podcast #aiinpractice #mlops
MLOps.community Intermediate 9mo ago
#spark  is over engineering it
ML Fundamentals
#spark is over engineering it
MLOps.community Intermediate 9mo ago
unreliable #spark
ML Fundamentals
unreliable #spark
MLOps.community Intermediate 9mo ago
Tools Shouldn't Feel Like a Puzzle
ML Fundamentals
Tools Shouldn't Feel Like a Puzzle
MLOps.community Intermediate 9mo ago
MLOps Community Events are a Vibe
ML Fundamentals
MLOps Community Events are a Vibe
MLOps.community Intermediate 10mo ago
Office Hours on DuckDB - AWSGlue - Iceberg
ML Fundamentals
Office Hours on DuckDB - AWSGlue - Iceberg
MLOps.community Intermediate 10mo ago
Tracking elephants with AI!
ML Fundamentals
Tracking elephants with AI!
MLOps.community Intermediate 11mo ago
Blink and You'll Miss It: Tech's Next Big Leap
ML Fundamentals
Blink and You'll Miss It: Tech's Next Big Leap
MLOps.community Intermediate 11mo ago
Optimizing AI Infrastructure
ML Fundamentals
Optimizing AI Infrastructure
MLOps.community Intermediate 1y ago
Creating an Inclusive AI Culture
ML Fundamentals
Creating an Inclusive AI Culture
MLOps.community Intermediate 1y ago
The Future of AI: Progressing for Humanity's Benefit
ML Fundamentals
The Future of AI: Progressing for Humanity's Benefit
MLOps.community Intermediate 1y ago
Highlight Reel of Eliot Durbin MLOps Podcast clip 2
ML Fundamentals
Highlight Reel of Eliot Durbin MLOps Podcast clip 2
MLOps.community Intermediate 1y ago
AI in Production 2025 | Keynote
ML Fundamentals
AI in Production 2025 | Keynote
MLOps.community Intermediate 1y ago
Why Specialized MLOps Capabilities Are a Temporary Solution
ML Fundamentals
Why Specialized MLOps Capabilities Are a Temporary Solution
MLOps.community Intermediate 1y ago
Building an ML Platform from scratch
ML Fundamentals
Building an ML Platform from scratch
MLOps.community Intermediate 1y ago
Why We Need More Data Science Podcasts
ML Fundamentals
Why We Need More Data Science Podcasts
MLOps.community Intermediate 1y ago
Bridging the Gap  Software Meets Data Science
ML Fundamentals
Bridging the Gap Software Meets Data Science
MLOps.community Intermediate 1y ago
Do You Really Need a Feature Store
ML Fundamentals
Do You Really Need a Feature Store
MLOps.community Intermediate 1y ago
MLOps Across Borders // Gottam Sai Bhrath & Cole Bailey // MLOps Podcast #263 clip
ML Fundamentals
MLOps Across Borders // Gottam Sai Bhrath & Cole Bailey // MLOps Podcast #263 clip
MLOps.community Intermediate 1y ago
How Data Capture Transforms ML Observability
ML Fundamentals
How Data Capture Transforms ML Observability
MLOps.community Intermediate 1y ago
Real-Time Event Processing for AI/ML with Numaflow // Sri Harsha Yayi // DE4AI
ML Fundamentals
Real-Time Event Processing for AI/ML with Numaflow // Sri Harsha Yayi // DE4AI
MLOps.community Intermediate 1y ago
How To Cut Your Data Infrastructure Costs in Half
ML Fundamentals
How To Cut Your Data Infrastructure Costs in Half
MLOps.community Intermediate 1y ago
Centralized or Decentralized ML Platform? // Jelmer Borst and Daniela Solis // MLOps Podcast #267
ML Fundamentals
Centralized or Decentralized ML Platform? // Jelmer Borst and Daniela Solis // MLOps Podcast #267
MLOps.community Intermediate 1y ago
Critical Importance of Vulnerability Scanning in Software Development // Harcharan Kabbay // shorts
ML Fundamentals
Critical Importance of Vulnerability Scanning in Software Development // Harcharan Kabbay // shorts
MLOps.community Intermediate 1y ago
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
ML Fundamentals
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
MLOps.community Intermediate 1y ago
AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip
ML Fundamentals
AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip
MLOps.community Intermediate 1y ago
What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229
ML Fundamentals
What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229
MLOps.community Intermediate 1y ago
The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production
ML Fundamentals
The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production
MLOps.community Intermediate 2y ago
Finetuning LLMs // Greg Diamos // LLMs in Production Conference III Lightning Talk
ML Fundamentals
Finetuning LLMs // Greg Diamos // LLMs in Production Conference III Lightning Talk
MLOps.community Intermediate 2y ago
Addressing the Cold Start Problem: Heuristic Models and Training Data in Slack
ML Fundamentals
Addressing the Cold Start Problem: Heuristic Models and Training Data in Slack
MLOps.community Intermediate 2y ago
Privacy and Security in Slack: Safeguarding Data in Features and Models
ML Fundamentals
Privacy and Security in Slack: Safeguarding Data in Features and Models
MLOps.community Intermediate 2y ago
Value of External Resources for Building a Company Platform
ML Fundamentals
Value of External Resources for Building a Company Platform
MLOps.community Intermediate 2y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
The Ultimate Hands-On Hadoop
📚 Coursera Course ↗
Self-paced
The Ultimate Hands-On Hadoop
Opens on Coursera ↗
Intro to Artificial Intelligence on Microsoft Azure
📚 Coursera Course ↗
Self-paced
Intro to Artificial Intelligence on Microsoft Azure
Opens on Coursera ↗
Machine Learning in the Enterprise - Español
📚 Coursera Course ↗
Self-paced
Machine Learning in the Enterprise - Español
Opens on Coursera ↗
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
📚 Coursera Course ↗
Self-paced
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
Opens on Coursera ↗
Databricks Machine Learning Fundamentals
📚 Coursera Course ↗
Self-paced
Databricks Machine Learning Fundamentals
Opens on Coursera ↗
Graduate Admission Prediction with Pyspark ML
📚 Coursera Course ↗
Self-paced
Graduate Admission Prediction with Pyspark ML
Opens on Coursera ↗