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
Career Journeys in Data Science & AI | Penn DATS Alumni Connects Series
ML Fundamentals
Career Journeys in Data Science & AI | Penn DATS Alumni Connects Series
DS-AI with Khanh Vy Intermediate 9mo ago
Inference Office Hours - Dynamo on Kubernetes
ML Fundamentals
Inference Office Hours - Dynamo on Kubernetes
NVIDIA Developer Intermediate 9mo ago
How to solve any maze
ML Fundamentals ⚡ AI Lesson
How to solve any maze
Veritasium Intermediate 9mo ago
GitDocify: Turn Any GitHub Repo into Docs Instantly 🚀
ML Fundamentals
GitDocify: Turn Any GitHub Repo into Docs Instantly 🚀
Analytics Vidhya Intermediate 10mo ago
Lecture 19: Fundamental Theorem of Calculus
ML Fundamentals
Lecture 19: Fundamental Theorem of Calculus
MIT OpenCourseWare Intermediate 10mo ago
Postra's Linear Algebra Accelerator
ML Fundamentals
Postra's Linear Algebra Accelerator
Latent Space Intermediate 10mo ago
Linear Algebra Timeless in AI
ML Fundamentals ⚡ AI Lesson
Linear Algebra Timeless in AI
Latent Space Intermediate 10mo ago
Developer Productivity
ML Fundamentals ⚡ AI Lesson
Developer Productivity
MLOps.community Intermediate 10mo ago
Questions on Stack Overflow These Days
ML Fundamentals
Questions on Stack Overflow These Days
MLOps.community Intermediate 10mo ago
5 Levels to Master Data Science | How to Master Data Science in 5 Simple Levels
ML Fundamentals
5 Levels to Master Data Science | How to Master Data Science in 5 Simple Levels
GeeksforGeeks Intermediate 10mo ago
Why Adaptability Is Your Career Superpower ⚡
ML Fundamentals
Why Adaptability Is Your Career Superpower ⚡
Coursera Intermediate 10mo ago
Will AI replace software engineering jobs ? #shorts #data #ai #softwareengineer
ML Fundamentals
Will AI replace software engineering jobs ? #shorts #data #ai #softwareengineer
codebasics Intermediate 10mo ago
Building AI Speeder Bikes for Star Wars
ML Fundamentals
Building AI Speeder Bikes for Star Wars
AI and Games Intermediate 10mo ago
🤯 Your Resume is Being Filtered by AI! (Data Science Job Hack!) 🚀
ML Fundamentals
🤯 Your Resume is Being Filtered by AI! (Data Science Job Hack!) 🚀
Analytics Vidhya Intermediate 11mo ago
Enhancing Neural Networks with Logic Based Rules
ML Fundamentals
Enhancing Neural Networks with Logic Based Rules
Data Science Dojo Intermediate 11mo ago
LATAM 2025 - Scaling Across Borders: How Fintechs and Multinaitonas are redefining Growth
ML Fundamentals
LATAM 2025 - Scaling Across Borders: How Fintechs and Multinaitonas are redefining Growth
Saïd Business School, University of Oxford Intermediate 11mo ago
Why you should care about AI interpretability - Mark Bissell, Goodfire AI
ML Fundamentals ⚡ AI Lesson
Why you should care about AI interpretability - Mark Bissell, Goodfire AI
AI Engineer Intermediate 11mo ago
Information Retrieval from the Ground Up - Philipp Krenn, Elastic
ML Fundamentals
Information Retrieval from the Ground Up - Philipp Krenn, Elastic
AI Engineer Intermediate 11mo ago
2025 EC3 & CIB W78 - TI3 - Sadikoglu, Emel - Predicting Construction Project Cost and Time based...
ML Fundamentals
2025 EC3 & CIB W78 - TI3 - Sadikoglu, Emel - Predicting Construction Project Cost and Time based...
European Council on Computing in Construction Intermediate 11mo ago
We Build Neural Networks Without Understanding What They Do
ML Fundamentals ⚡ AI Lesson
We Build Neural Networks Without Understanding What They Do
DataCamp Intermediate 11mo ago
Why I Waited to Learn Machine Learning (& Why I Shouldn't Have)
ML Fundamentals
Why I Waited to Learn Machine Learning (& Why I Shouldn't Have)
Coursera Intermediate 11mo ago
2025 EC3 & CIB W78 - Elias, Chady - AI-driven Digital Twins for Predictive Maintenance
ML Fundamentals
2025 EC3 & CIB W78 - Elias, Chady - AI-driven Digital Twins for Predictive Maintenance
European Council on Computing in Construction Intermediate 11mo ago
Intel's PyTorch Journey: Promoting AI Performance and Optimizing Open-Source Software - Mingfei Ma
ML Fundamentals
Intel's PyTorch Journey: Promoting AI Performance and Optimizing Open-Source Software - Mingfei Ma
PyTorch Intermediate 11mo ago
Authentication with an MCP server. A quick demo.
ML Fundamentals ⚡ AI Lesson
Authentication with an MCP server. A quick demo.
Simon Willison (underfitted) Intermediate 11mo ago
Simplifying Training and GenAI Finetuning Using Serverless GPU Compute
ML Fundamentals ⚡ AI Lesson
Simplifying Training and GenAI Finetuning Using Serverless GPU Compute
Databricks Intermediate 11mo ago
Scaling XGBoost With Spark Connect ML on Grace Blackwell
ML Fundamentals ⚡ AI Lesson
Scaling XGBoost With Spark Connect ML on Grace Blackwell
Databricks Intermediate 11mo ago
🔥Python vs R #shorts #simplilearn
ML Fundamentals
🔥Python vs R #shorts #simplilearn
Simplilearn Intermediate 1y ago
#28 Answering Your Data Science & AI Questions from the Comments!
ML Fundamentals
#28 Answering Your Data Science & AI Questions from the Comments!
AI Coach John (Tamil) Intermediate 1y ago
A social impact story | Official Trailer | Impact Investing
ML Fundamentals
A social impact story | Official Trailer | Impact Investing
Saïd Business School, University of Oxford Intermediate 1y ago
Why developer happiness matters at GitHub
ML Fundamentals
Why developer happiness matters at GitHub
Weights & Biases Intermediate 1y ago
How to turn your data into a knowledge graph in 5 lines of code
ML Fundamentals ⚡ AI Lesson
How to turn your data into a knowledge graph in 5 lines of code
Simon Willison (underfitted) Intermediate 1y ago
AI Productivity Gains
ML Fundamentals
AI Productivity Gains
MLOps.community Intermediate 11mo ago
AI That Pays: Lessons from Revenue Cycle — Nathan Wan, Ensemble Health
ML Fundamentals
AI That Pays: Lessons from Revenue Cycle — Nathan Wan, Ensemble Health
AI Engineer Intermediate 11mo ago
langsmith or arize? or both?
ML Fundamentals ⚡ AI Lesson
langsmith or arize? or both?
MLOps.community Intermediate 11mo ago
Sovereign AI Isn’t Asking Permission
ML Fundamentals
Sovereign AI Isn’t Asking Permission
MLOps.community Intermediate 11mo ago
Does your product require AI/ML
ML Fundamentals ⚡ AI Lesson
Does your product require AI/ML
MLOps.community Intermediate 11mo ago
Top 10 AI Chrome Extensions You Need in 2025!
ML Fundamentals
Top 10 AI Chrome Extensions You Need in 2025!
Analytics Vidhya Intermediate 11mo ago
#search ai use case at @Uber  #podcast #aiinpractice #mlops
ML Fundamentals
#search ai use case at @Uber #podcast #aiinpractice #mlops
MLOps.community Intermediate 11mo ago
Dusting off the Cobwebs — Moving off a 26-year-old Heritage Platform to Databricks [Teradata]
ML Fundamentals ⚡ AI Lesson
Dusting off the Cobwebs — Moving off a 26-year-old Heritage Platform to Databricks [Teradata]
Databricks Intermediate 11mo ago
AI Evaluation from First Principles: You Can't Manage What You Can't Measure
ML Fundamentals ⚡ AI Lesson
AI Evaluation from First Principles: You Can't Manage What You Can't Measure
Databricks Intermediate 11mo ago
Partner Summit Breakout: SAP and Partners
ML Fundamentals ⚡ AI Lesson
Partner Summit Breakout: SAP and Partners
Databricks Intermediate 11mo ago
Scaling Blockchain ML With Databricks: From Graph Analytics to Graph Machine Learning
ML Fundamentals ⚡ AI Lesson
Scaling Blockchain ML With Databricks: From Graph Analytics to Graph Machine Learning
Databricks Intermediate 11mo ago
AlphaGenome: DeepMind’s AI Decoding Human DNA!
ML Fundamentals
AlphaGenome: DeepMind’s AI Decoding Human DNA!
Analytics Vidhya Intermediate 1y ago
#spark  is over engineering it
ML Fundamentals
#spark is over engineering it
MLOps.community Intermediate 1y ago
unreliable #spark
ML Fundamentals
unreliable #spark
MLOps.community Intermediate 1y ago
Data is Your Differentiator: Building Secure and Tailored AI Systems — Mani Khanuja, AWS
ML Fundamentals
Data is Your Differentiator: Building Secure and Tailored AI Systems — Mani Khanuja, AWS
AI Engineer Intermediate 1y ago
Webinar | The meritocracy fallacy - Why investing in women and their art matters
ML Fundamentals
Webinar | The meritocracy fallacy - Why investing in women and their art matters
Saïd Business School, University of Oxford Intermediate 1y ago
Office Hours on DuckDB - AWSGlue - Iceberg
ML Fundamentals
Office Hours on DuckDB - AWSGlue - Iceberg
MLOps.community Intermediate 1y ago
📚 Continue on Coursera External links · Free to audit
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Credit Default Prediction with Python: Apply & Analyze
📚 External: Coursera ↗
Self-paced
Credit Default Prediction with Python: Apply & Analyze
Opens on Coursera ↗
GPU Clusters & Containers
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Self-paced
GPU Clusters & Containers
Opens on Coursera ↗
Computer Vision with Embedded Machine Learning
📚 External: Coursera ↗
Self-paced
Computer Vision with Embedded Machine Learning
Opens on Coursera ↗
Logistic Regression with R: Build & Predict
📚 External: Coursera ↗
Self-paced
Logistic Regression with R: Build & Predict
Opens on Coursera ↗
Device-based Models with TensorFlow Lite
📚 External: Coursera ↗
Self-paced
Device-based Models with TensorFlow Lite
Opens on Coursera ↗
Introduction to Image Generation - Deutsch
📚 External: Coursera ↗
Self-paced
Introduction to Image Generation - Deutsch
Opens on Coursera ↗