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
Sponsored by: Dataiku | Agility Meets Governance: How Morgan Stanley Scales ML in a Regulated World
ML Fundamentals ⚡ AI Lesson
Sponsored by: Dataiku | Agility Meets Governance: How Morgan Stanley Scales ML in a Regulated World
Databricks Beginner 10mo ago
Future-Ready Data at Scale: How Shutterfly Modernized for GenAI-Driven Personalization
ML Fundamentals ⚡ AI Lesson
Future-Ready Data at Scale: How Shutterfly Modernized for GenAI-Driven Personalization
Databricks Advanced 10mo ago
Physical Intelligence Unleashed: Building robust AI at scale for Edge Devices
ML Fundamentals ⚡ AI Lesson
Physical Intelligence Unleashed: Building robust AI at scale for Edge Devices
Weights & Biases Beginner 10mo 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 10mo 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 10mo 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 10mo 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 10mo ago
CNN Explained in Tamil | Connect Convolution with Neural Network + Trainable Params | Adi Explains
ML Fundamentals
CNN Explained in Tamil | Connect Convolution with Neural Network + Trainable Params | Adi Explains
Adi Explains Beginner 10mo 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 10mo ago
Tony Silveti Falls - Training neural networks at any scale
ML Fundamentals
Tony Silveti Falls - Training neural networks at any scale
Cohere Advanced 10mo ago
Stanford AA222 I Engineering Design Optimization | Spring 2025 | Disciplined Convex Programming
ML Fundamentals
Stanford AA222 I Engineering Design Optimization | Spring 2025 | Disciplined Convex Programming
Stanford Online Advanced 10mo ago
3 Secret Places to Show Skills on Your Resume
ML Fundamentals
3 Secret Places to Show Skills on Your Resume
Coursera Beginner 10mo ago
Run the model, not the risk: Powering private inference for enterprise AI anywhere
ML Fundamentals
Run the model, not the risk: Powering private inference for enterprise AI anywhere
Weights & Biases Beginner 10mo ago
MSc Global Healthcare Leadership: Boost your application with a rapid masterclass
ML Fundamentals
MSc Global Healthcare Leadership: Boost your application with a rapid masterclass
Saïd Business School, University of Oxford Intermediate 10mo ago
🔥Latent Space Explained: How AI Understands Concepts ? #shorts #simplilearn
ML Fundamentals
🔥Latent Space Explained: How AI Understands Concepts ? #shorts #simplilearn
Simplilearn Beginner 10mo ago
Katrina Lawrence - ML Math Refresher
ML Fundamentals
Katrina Lawrence - ML Math Refresher
Cohere Beginner 10mo ago
Busting the Big AI Myths
ML Fundamentals
Busting the Big AI Myths
MLOps.community Beginner 10mo ago
Professional Resume Template - Free Download!
ML Fundamentals
Professional Resume Template - Free Download!
Coursera Beginner 10mo ago
The Stein Paradox - Numberphile
ML Fundamentals
The Stein Paradox - Numberphile
Numberphile Beginner 10mo ago
Bagging vs Boosting Explained!
ML Fundamentals ⚡ AI Lesson
Bagging vs Boosting Explained!
Analytics Vidhya Beginner 10mo ago
AlphaGenome: DeepMind’s AI Decoding Human DNA!
ML Fundamentals
AlphaGenome: DeepMind’s AI Decoding Human DNA!
Analytics Vidhya Intermediate 10mo ago
Back propagation by hand | the math you should know
ML Fundamentals ⚡ AI Lesson
Back propagation by hand | the math you should know
CodeEmporium Advanced 10mo ago
CNN Explained in Tamil | Weight Sharing, Layers & Training Explained | Deep learning in Tamil
ML Fundamentals
CNN Explained in Tamil | Weight Sharing, Layers & Training Explained | Deep learning in Tamil
Adi Explains Beginner 10mo ago
Don't miss this Masterclass, If you are 22 to 35 years of age 🔥| Podcast with AI Coach John in Tamil
ML Fundamentals
Don't miss this Masterclass, If you are 22 to 35 years of age 🔥| Podcast with AI Coach John in Tamil
AI Coach John (Tamil) Beginner 10mo ago
#spark  is over engineering it
ML Fundamentals
#spark is over engineering it
MLOps.community Intermediate 10mo 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 10mo ago
How To Learn Ai And Get Rich In The Ai Revolution #shorts #study #programming #ai #ml #coding
ML Fundamentals
How To Learn Ai And Get Rich In The Ai Revolution #shorts #study #programming #ai #ml #coding
WebKnower Beginner 10mo ago
Reinforcement Learning - Computerphile
ML Fundamentals ⚡ AI Lesson
Reinforcement Learning - Computerphile
Computerphile Beginner 10mo 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 10mo ago
Searching for Meaning in the Age of AI
ML Fundamentals ⚡ AI Lesson
Searching for Meaning in the Age of AI
Databricks Beginner 10mo ago
Partner Summit Breakout: SAP and Partners
ML Fundamentals ⚡ AI Lesson
Partner Summit Breakout: SAP and Partners
Databricks Intermediate 10mo 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 10mo ago
Transforming Nestlé USA’s (NUSA) data platform to unlock new analytics and GenAI capabilities
ML Fundamentals ⚡ AI Lesson
Transforming Nestlé USA’s (NUSA) data platform to unlock new analytics and GenAI capabilities
Databricks Beginner 10mo ago
Unity Catalog Deep Dive: Practitioner's Guide to Best Practices and Patterns
ML Fundamentals ⚡ AI Lesson
Unity Catalog Deep Dive: Practitioner's Guide to Best Practices and Patterns
Databricks Beginner 10mo ago
Intro to the Mosaic AI Platform: Building Data Intelligence Into Your AI Solutions
ML Fundamentals ⚡ AI Lesson
Intro to the Mosaic AI Platform: Building Data Intelligence Into Your AI Solutions
Databricks Beginner 10mo ago
Securing the Future: How Banks are Reducing Risk With Data and AI
ML Fundamentals ⚡ AI Lesson
Securing the Future: How Banks are Reducing Risk With Data and AI
Databricks Intermediate 10mo ago
Synthetic data in medical device AI: Challenges and opportunities
ML Fundamentals
Synthetic data in medical device AI: Challenges and opportunities
Weights & Biases Beginner 10mo ago
🔥Roadmap to Become a Generative AI Expert #shorts #simplilearn
ML Fundamentals
🔥Roadmap to Become a Generative AI Expert #shorts #simplilearn
Simplilearn Beginner 10mo ago
Executive Diploma mini masterclass: ace your application
ML Fundamentals
Executive Diploma mini masterclass: ace your application
Saïd Business School, University of Oxford Intermediate 10mo ago
3 Must-Know Data Science Interview Questions (Explained Fast!)
ML Fundamentals ⚡ AI Lesson
3 Must-Know Data Science Interview Questions (Explained Fast!)
Analytics Vidhya Beginner 10mo ago
Fueling innovation at scale: Inside Pinterest's machine learning platform
ML Fundamentals
Fueling innovation at scale: Inside Pinterest's machine learning platform
Weights & Biases Beginner 10mo ago
🔥Python vs R #shorts #simplilearn
ML Fundamentals
🔥Python vs R #shorts #simplilearn
Simplilearn Intermediate 10mo ago
🔥Generative AI Roadmap for 2026 #shorts #simplilearn
ML Fundamentals
🔥Generative AI Roadmap for 2026 #shorts #simplilearn
Simplilearn Beginner 10mo ago
unreliable #spark
ML Fundamentals
unreliable #spark
MLOps.community Intermediate 10mo ago
Breaking the Stigma: How to Talk About Mental Health in the Workplace
ML Fundamentals
Breaking the Stigma: How to Talk About Mental Health in the Workplace
Coursera Beginner 10mo ago
The State of AI Powered Search and Retrieval — Frank Liu, MongoDB (prev Voyage AI)
ML Fundamentals
The State of AI Powered Search and Retrieval — Frank Liu, MongoDB (prev Voyage AI)
AI Engineer Advanced 10mo ago
CI in the Era of AI: From Unit Tests to Stochastic Evals — Nathan Sobo, Zed
ML Fundamentals ⚡ AI Lesson
CI in the Era of AI: From Unit Tests to Stochastic Evals — Nathan Sobo, Zed
AI Engineer Intermediate 10mo ago
Tools Shouldn't Feel Like a Puzzle
ML Fundamentals
Tools Shouldn't Feel Like a Puzzle
MLOps.community Intermediate 10mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Project on Recommendation Engine - Advanced Book Recommender
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Self-paced
Project on Recommendation Engine - Advanced Book Recommender
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Master CNNs with Python: Build, Train & Evaluate Models
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Self-paced
Master CNNs with Python: Build, Train & Evaluate Models
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Deep Learning: Advanced Backbones and Efficient GPU Training
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Self-paced
Deep Learning: Advanced Backbones and Efficient GPU Training
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AI Fundamentals in Financial Services
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Self-paced
AI Fundamentals in Financial Services
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What is Product Lifecycle Management?
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Self-paced
What is Product Lifecycle Management?
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Visualizing Filters of a CNN using TensorFlow
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Self-paced
Visualizing Filters of a CNN using TensorFlow
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