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
Everything you need to know about MCP - A complete walkthrough of the protocol
ML Fundamentals ⚡ AI Lesson
Everything you need to know about MCP - A complete walkthrough of the protocol
Simon Willison (underfitted) Intermediate 1y ago
Building and Evaluating Models: Linear Regression, Decision Trees, and Validation
ML Fundamentals
Building and Evaluating Models: Linear Regression, Decision Trees, and Validation
GeeksforGeeks Intermediate 1y ago
The Atlas of AI Representations
ML Fundamentals
The Atlas of AI Representations
Latent Space Intermediate 1y ago
What's new in the Gemmaverse
ML Fundamentals
What's new in the Gemmaverse
Google for Developers Intermediate 1y ago
Explore the potential of Computer-Using Agents: Insights from Avanade | ODFP975
ML Fundamentals
Explore the potential of Computer-Using Agents: Insights from Avanade | ODFP975
Microsoft Developer Intermediate 1y ago
Oxford Africa Business Forum: Development Finance - A Double Edged-Sword?
ML Fundamentals
Oxford Africa Business Forum: Development Finance - A Double Edged-Sword?
Saïd Business School, University of Oxford Intermediate 1y ago
5 Jobs in High Demand: How to Find the Right One for You
ML Fundamentals
5 Jobs in High Demand: How to Find the Right One for You
Coursera Intermediate 1y ago
How to create a Dev Container for your project in Visual Studio Code
ML Fundamentals ⚡ AI Lesson
How to create a Dev Container for your project in Visual Studio Code
Simon Willison (underfitted) Intermediate 1y ago
Unitree G1 - Moving the arms/hands - Dev w/ G1 Humanoid P.3
ML Fundamentals ⚡ AI Lesson
Unitree G1 - Moving the arms/hands - Dev w/ G1 Humanoid P.3
Sentdex Intermediate 1y ago
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
ML Fundamentals
Resume Project Challenge 15 #ipl2025 #data #dataanalyst #shorts
codebasics Intermediate 1y ago
Advancing Fusion with ML/AI
ML Fundamentals ⚡ AI Lesson
Advancing Fusion with ML/AI
Microsoft Research Intermediate 1y ago
Webinar: How great influencers drive change | High Performance Leadership Programme
ML Fundamentals
Webinar: How great influencers drive change | High Performance Leadership Programme
Saïd Business School, University of Oxford Intermediate 1y ago
Brainf*ck PURE MADNESS. #programming #coding #python #code
ML Fundamentals
Brainf*ck PURE MADNESS. #programming #coding #python #code
MikixIT Intermediate 1y ago
End to End Data Provenance and Compliance for GenAI Pipelines #ai #datacompliance #genai
ML Fundamentals ⚡ AI Lesson
End to End Data Provenance and Compliance for GenAI Pipelines #ai #datacompliance #genai
Data Science Dojo Intermediate 1y ago
Tracking elephants with AI!
ML Fundamentals
Tracking elephants with AI!
MLOps.community Intermediate 1y ago
Brainfuck was created in 1993… WHY? #programming #coding #python #code
ML Fundamentals
Brainfuck was created in 1993… WHY? #programming #coding #python #code
MikixIT Intermediate 1y ago
Why Finance is crucial to cancer drug development
ML Fundamentals
Why Finance is crucial to cancer drug development
MIT OpenCourseWare Intermediate 1y ago
Finance for public good
ML Fundamentals
Finance for public good
MIT OpenCourseWare Intermediate 1y ago
Practical Applications of AI & Machine Learning #ai #machinelearning #data #shorts #aiengineer
ML Fundamentals ⚡ AI Lesson
Practical Applications of AI & Machine Learning #ai #machinelearning #data #shorts #aiengineer
codebasics Intermediate 1y 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 1y ago
Databricks Streaming Table Sharing
ML Fundamentals ⚡ AI Lesson
Databricks Streaming Table Sharing
Databricks Intermediate 1y ago
Shining light on the learning brain: Estimating mental workload in a simulated flight task using opt
ML Fundamentals
Shining light on the learning brain: Estimating mental workload in a simulated flight task using opt
Microsoft Research Intermediate 1y ago
How to query data using Spice, OpenAI and MCP
ML Fundamentals ⚡ AI Lesson
How to query data using Spice, OpenAI and MCP
Underfitted Intermediate 1y ago
📸 Pixverse AI: Turn Any Image into a Cinematic Video in Seconds!
ML Fundamentals ⚡ AI Lesson
📸 Pixverse AI: Turn Any Image into a Cinematic Video in Seconds!
Analytics Vidhya Intermediate 1y ago
Train Self-Supervised Models with LightlyTrain + DINOv2
ML Fundamentals ⚡ AI Lesson
Train Self-Supervised Models with LightlyTrain + DINOv2
Aladdin Persson Intermediate 1y ago
Wells Fargo’s AI Just Handled 245M Interactions — No Humans Involved!
ML Fundamentals
Wells Fargo’s AI Just Handled 245M Interactions — No Humans Involved!
Analytics Vidhya Intermediate 1y ago
How to prepare for the future of development and AI
ML Fundamentals ⚡ AI Lesson
How to prepare for the future of development and AI
Underfitted Intermediate 1y ago
Meet NVIDIA Training Experts: Interview with the Program Director
ML Fundamentals
Meet NVIDIA Training Experts: Interview with the Program Director
NVIDIA Developer Intermediate 1y ago
DoD Chief Data and AI Office Speaking at Databricks DAIS Government Forum 2024
ML Fundamentals ⚡ AI Lesson
DoD Chief Data and AI Office Speaking at Databricks DAIS Government Forum 2024
Databricks Intermediate 1y ago
Cities That Heal Themselves  🤖🌆 Discover the Future! 🚀
ML Fundamentals
Cities That Heal Themselves 🤖🌆 Discover the Future! 🚀
StartUs Insights Intermediate 1y ago
Python: The MUST-HAVE Skill for AI
ML Fundamentals
Python: The MUST-HAVE Skill for AI
AssemblyAI Intermediate 1y ago
AI and Machine Learning Roadmap - For ANYONE!
ML Fundamentals
AI and Machine Learning Roadmap - For ANYONE!
Jean Lee Intermediate 1y ago
Optimizing AI Infrastructure
ML Fundamentals
Optimizing AI Infrastructure
MLOps.community Intermediate 1y ago
How to fine-tune your models with just a few samples
ML Fundamentals
How to fine-tune your models with just a few samples
Underfitted Intermediate 1y ago
How to make Pandas extremely fast without changing any code.
ML Fundamentals
How to make Pandas extremely fast without changing any code.
Underfitted Intermediate 1y ago
Creating an Inclusive AI Culture
ML Fundamentals ⚡ AI Lesson
Creating an Inclusive AI Culture
MLOps.community Intermediate 1y ago
The Future of AI: Progressing for Humanity's Benefit
ML Fundamentals ⚡ AI Lesson
The Future of AI: Progressing for Humanity's Benefit
MLOps.community Intermediate 1y ago
How to make your IDE 100x more powerful with the Zapier MCP server
ML Fundamentals
How to make your IDE 100x more powerful with the Zapier MCP server
Underfitted Intermediate 1y ago
🇮🇳 Elon Musk SUES India! FREE SPEECH vs. CENSORSHIP?! ft. Grok AI 🤯
ML Fundamentals
🇮🇳 Elon Musk SUES India! FREE SPEECH vs. CENSORSHIP?! ft. Grok AI 🤯
Analytics Vidhya Intermediate 1y ago
How to build an MCP server to connect Cursor to a RAG system (GroundX)
ML Fundamentals ⚡ AI Lesson
How to build an MCP server to connect Cursor to a RAG system (GroundX)
Underfitted 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 Lesson
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
The wellbeing of people and planet | Impact Finance Innovations Programme
ML Fundamentals ⚡ AI Lesson
The wellbeing of people and planet | Impact Finance Innovations Programme
Saïd Business School, University of Oxford Intermediate 1y ago
Databricks at NRF 2025
ML Fundamentals ⚡ AI Lesson
Databricks at NRF 2025
Databricks Intermediate 1y ago
Real World Applications of Machine Learning. #shorts #data #machinelearning #datascientist
ML Fundamentals
Real World Applications of Machine Learning. #shorts #data #machinelearning #datascientist
codebasics Intermediate 1y ago
Number of Projects on a Data Analyst's Resume #shorts #data #dataanalyst
ML Fundamentals
Number of Projects on a Data Analyst's Resume #shorts #data #dataanalyst
codebasics Intermediate 1y ago
How Generative AI is Changing Freelancing Forever!
ML Fundamentals
How Generative AI is Changing Freelancing Forever!
Analytics Vidhya Intermediate 1y ago
📚 Continue on Coursera External links · Free to audit
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Maximizing the Generative AI Value
📚 External: Coursera ↗
Self-paced
Maximizing the Generative AI Value
Opens on Coursera ↗
Machine Learning Introduction for Everyone
📚 External: Coursera ↗
Self-paced
Machine Learning Introduction for Everyone
Opens on Coursera ↗
Graphs and Networks
📚 External: Coursera ↗
Self-paced
Graphs and Networks
Opens on Coursera ↗
Introduction to Portfolio Construction and Analysis with Python
📚 External: Coursera ↗
Self-paced
Introduction to Portfolio Construction and Analysis with Python
Opens on Coursera ↗
Debug ML Code: Fix, Trace & Evaluate
📚 External: Coursera ↗
Self-paced
Debug ML Code: Fix, Trace & Evaluate
Opens on Coursera ↗
Tweet Emotion Recognition with TensorFlow
📚 External: Coursera ↗
Self-paced
Tweet Emotion Recognition with TensorFlow
Opens on Coursera ↗