Foundations

ML Fundamentals

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

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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Stanford Seminar - Build less, design more (interactive systems)
ML Fundamentals
Stanford Seminar - Build less, design more (interactive systems)
Stanford Online Beginner 9mo ago
From Circuits to Street Smarts
ML Fundamentals
From Circuits to Street Smarts
MLOps.community Intermediate 9mo ago
AI and machine learning pioneers - Summer 2025  #oxfordexperience #oxforduniversity
ML Fundamentals
AI and machine learning pioneers - Summer 2025 #oxfordexperience #oxforduniversity
Saïd Business School, University of Oxford Beginner 9mo ago
Reinvent Your Career at 40: Steps to Success
ML Fundamentals
Reinvent Your Career at 40: Steps to Success
Coursera Beginner 9mo ago
CPU Kernel Mode - Computerphile
ML Fundamentals
CPU Kernel Mode - Computerphile
Computerphile Beginner 9mo ago
Authentication with an MCP server. A quick demo.
ML Fundamentals
Authentication with an MCP server. A quick demo.
Simon Willison (underfitted) Intermediate 9mo ago
All Machine Learning Concepts Explained in 18 Minutes!
ML Fundamentals
All Machine Learning Concepts Explained in 18 Minutes!
AI For Beginners Beginner 9mo ago
Summit Live: Data Intelligence for Marketing
ML Fundamentals
Summit Live: Data Intelligence for Marketing
Databricks Intermediate 9mo ago
Sara Hooker - The slow death of scaling and what comes next (Khipu 2025)
ML Fundamentals
Sara Hooker - The slow death of scaling and what comes next (Khipu 2025)
Cohere Beginner 9mo ago
Hugging Face's open-sourced robots are now yours to own
ML Fundamentals
Hugging Face's open-sourced robots are now yours to own
TechCrunch Beginner 9mo ago
Revolutionizing Neural Network Training: Tony S.F. Explains Optimization with LMO
ML Fundamentals
Revolutionizing Neural Network Training: Tony S.F. Explains Optimization with LMO
Cohere Advanced 9mo ago
Cross-Validation in ML Explained in 60 Seconds!
ML Fundamentals
Cross-Validation in ML Explained in 60 Seconds!
Analytics Vidhya Beginner 9mo ago
3 to 1,000 Use Cases
ML Fundamentals
3 to 1,000 Use Cases
MLOps.community Beginner 9mo ago
Simplifying Training and GenAI Finetuning Using Serverless GPU Compute
ML Fundamentals
Simplifying Training and GenAI Finetuning Using Serverless GPU Compute
Databricks Intermediate 9mo ago
Physical Intelligence Unleashed: Building robust AI at scale for Edge Devices
ML Fundamentals
Physical Intelligence Unleashed: Building robust AI at scale for Edge Devices
Weights & Biases Beginner 9mo ago
Tips to speed up a Python Program #shorts #data #codebasics #python
ML Fundamentals
Tips to speed up a Python Program #shorts #data #codebasics #python
codebasics Beginner 9mo ago
Art@Saïd | A look back
ML Fundamentals
Art@Saïd | A look back
Saïd Business School, University of Oxford Intermediate 9mo ago
Part 5 | Deploy ML Model on Kubernetes | Setting Up Cluster&Deploy the ML Service
ML Fundamentals
Part 5 | Deploy ML Model on Kubernetes | Setting Up Cluster&Deploy the ML Service
Abonia Sojasingarayar Beginner 9mo ago
AI’s Secret Ingredients: Weights and Bias Explained! | #ai #education #bias #weights #english
ML Fundamentals
AI’s Secret Ingredients: Weights and Bias Explained! | #ai #education #bias #weights #english
FutureSeed AI Beginner 9mo ago
🔥From Beginner to Data Scientist: A Complete Career Path #shorts #simplilearnShorts Data
ML Fundamentals
🔥From Beginner to Data Scientist: A Complete Career Path #shorts #simplilearnShorts Data
Simplilearn Beginner 9mo ago
New York Times' Connections: A Case Study on NLP in Word Games — Shafik Quoraishee, NYT Games
ML Fundamentals
New York Times' Connections: A Case Study on NLP in Word Games — Shafik Quoraishee, NYT Games
AI Engineer Beginner 9mo ago
2 Things I Thought AI Could Do… But It Can’t (Yet)
ML Fundamentals
2 Things I Thought AI Could Do… But It Can’t (Yet)
Analytics Vidhya Intermediate 9mo ago
majority of the Uber use cases are predictive #ml
ML Fundamentals
majority of the Uber use cases are predictive #ml
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
Optimize Cost and User Value Through Model Routing AI Agent
ML Fundamentals
Optimize Cost and User Value Through Model Routing AI Agent
Databricks Beginner 9mo ago
Sponsored by: SAP | SAP and Databricks Open a Bold New Era of Data and AI​
ML Fundamentals
Sponsored by: SAP | SAP and Databricks Open a Bold New Era of Data and AI​
Databricks Advanced 9mo ago
How Databricks Powers Real-Time Threat Detection at Barracuda XDR
ML Fundamentals
How Databricks Powers Real-Time Threat Detection at Barracuda XDR
Databricks Beginner 9mo ago
Scaling XGBoost With Spark Connect ML on Grace Blackwell
ML Fundamentals
Scaling XGBoost With Spark Connect ML on Grace Blackwell
Databricks Intermediate 9mo ago
Databricks as the Backbone of MLOps: From Orchestration to Inference
ML Fundamentals
Databricks as the Backbone of MLOps: From Orchestration to Inference
Databricks Advanced 9mo ago
GenAI Observability in Customer Care
ML Fundamentals
GenAI Observability in Customer Care
Databricks Beginner 9mo ago
Developing the Dreamers of Data + AI’s Future: How 84.51˚ builds upskilling to accelerate adoption
ML Fundamentals
Developing the Dreamers of Data + AI’s Future: How 84.51˚ builds upskilling to accelerate adoption
Databricks Intermediate 9mo ago
Dusting off the Cobwebs — Moving off a 26-year-old Heritage Platform to Databricks [Teradata]
ML Fundamentals
Dusting off the Cobwebs — Moving off a 26-year-old Heritage Platform to Databricks [Teradata]
Databricks Intermediate 9mo ago
Scaling Data Engineering Pipelines: Preparing Credit Card Transactions Data for Machine Learning
ML Fundamentals
Scaling Data Engineering Pipelines: Preparing Credit Card Transactions Data for Machine Learning
Databricks Intermediate 9mo ago
From Prediction to Prevention: Transforming Risk Management in Insurance
ML Fundamentals
From Prediction to Prevention: Transforming Risk Management in Insurance
Databricks Beginner 9mo ago
Telco Reimagined: Real-World Journeys in Data and AI for Customer Experience Transformation
ML Fundamentals
Telco Reimagined: Real-World Journeys in Data and AI for Customer Experience Transformation
Databricks Beginner 9mo ago
SAP Business Data Cloud: Fuel AI with SAP Data Products Across ERP and Lines-Of-Business
ML Fundamentals
SAP Business Data Cloud: Fuel AI with SAP Data Products Across ERP and Lines-Of-Business
Databricks Intermediate 9mo ago
TAO and Reinforcement Learning: Building AI With the Data You Have
ML Fundamentals
TAO and Reinforcement Learning: Building AI With the Data You Have
Databricks Advanced 9mo ago
Sponsored by: Dataiku | Agility Meets Governance: How Morgan Stanley Scales ML in a Regulated World
ML Fundamentals
Sponsored by: Dataiku | Agility Meets Governance: How Morgan Stanley Scales ML in a Regulated World
Databricks Beginner 9mo ago
Future-Ready Data at Scale: How Shutterfly Modernized for GenAI-Driven Personalization
ML Fundamentals
Future-Ready Data at Scale: How Shutterfly Modernized for GenAI-Driven Personalization
Databricks Advanced 9mo ago
AI Evaluation from First Principles: You Can't Manage What You Can't Measure
ML Fundamentals
AI Evaluation from First Principles: You Can't Manage What You Can't Measure
Databricks Intermediate 9mo ago
Searching for Meaning in the Age of AI
ML Fundamentals
Searching for Meaning in the Age of AI
Databricks Beginner 9mo ago
Partner Summit Breakout: SAP and Partners
ML Fundamentals
Partner Summit Breakout: SAP and Partners
Databricks Intermediate 9mo ago
Scaling Blockchain ML With Databricks: From Graph Analytics to Graph Machine Learning
ML Fundamentals
Scaling Blockchain ML With Databricks: From Graph Analytics to Graph Machine Learning
Databricks Intermediate 9mo ago
Transforming Nestlé USA’s (NUSA) data platform to unlock new analytics and GenAI capabilities
ML Fundamentals
Transforming Nestlé USA’s (NUSA) data platform to unlock new analytics and GenAI capabilities
Databricks Beginner 9mo ago
Unity Catalog Deep Dive: Practitioner's Guide to Best Practices and Patterns
ML Fundamentals
Unity Catalog Deep Dive: Practitioner's Guide to Best Practices and Patterns
Databricks Beginner 9mo ago
Intro to the Mosaic AI Platform: Building Data Intelligence Into Your AI Solutions
ML Fundamentals
Intro to the Mosaic AI Platform: Building Data Intelligence Into Your AI Solutions
Databricks Beginner 9mo ago
Securing the Future: How Banks are Reducing Risk With Data and AI
ML Fundamentals
Securing the Future: How Banks are Reducing Risk With Data and AI
Databricks Intermediate 9mo ago
Webinar: Alumni in Action: Oxford Insights and Sustainability Leadership
ML Fundamentals
Webinar: Alumni in Action: Oxford Insights and Sustainability Leadership
Saïd Business School, University of Oxford Advanced 9mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Customising your models with TensorFlow 2
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Self-paced
Customising your models with TensorFlow 2
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Recommender Systems with Machine Learning
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Self-paced
Recommender Systems with Machine Learning
Opens on Coursera ↗
Vector Calculus for Engineers
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Vector Calculus for Engineers
Opens on Coursera ↗
Applied Calculus with Python
📚 Coursera Course ↗
Self-paced
Applied Calculus with Python
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AI-900 MS Azure AI Fundamentals
📚 Coursera Course ↗
Self-paced
AI-900 MS Azure AI Fundamentals
Opens on Coursera ↗
Generative Deep Learning with TensorFlow
📚 Coursera Course ↗
Self-paced
Generative Deep Learning with TensorFlow
Opens on Coursera ↗