Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

11,995
lessons
Skills in this topic
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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
Cricket Match Prediction Using ML | Quick Explanation ๐Ÿš€
ML Fundamentals
Cricket Match Prediction Using ML | Quick Explanation ๐Ÿš€
Arivi by HCL GUVI Beginner 3mo ago
GenZs are changing office culture
ML Fundamentals
GenZs are changing office culture
Weights & Biases Intermediate 3mo ago
Industry Ready Projects-Induction Session
ML Fundamentals โšก AI Lesson
Industry Ready Projects-Induction Session
Krish Naik Advanced 3mo ago
MLOps Using GCP Explained | End-to-End ML Pipeline on Google Cloud
ML Fundamentals
MLOps Using GCP Explained | End-to-End ML Pipeline on Google Cloud
Pavithraโ€™s Podcast Beginner 3mo ago
๐Ÿ”ฅAI Engineer vs Generative AI Engineer: Key Differences Explained #shorts #simplilearn
ML Fundamentals
๐Ÿ”ฅAI Engineer vs Generative AI Engineer: Key Differences Explained #shorts #simplilearn
Simplilearn Beginner 3mo ago
Want to Be a Data Scientist? Follow This Roadmap! #shorts #simplilearn
ML Fundamentals
Want to Be a Data Scientist? Follow This Roadmap! #shorts #simplilearn
Simplilearn Beginner 3mo ago
๐Ÿ˜ฑ Learn Machine Learning from ZERO๐Ÿ”ฅ | Build Your First ML Model !
1:02:15
ML Fundamentals โšก AI Lesson
๐Ÿ˜ฑ Learn Machine Learning from ZERO๐Ÿ”ฅ | Build Your First ML Model !
Arivi by HCL GUVI Beginner 3mo ago
How to Build A Machine Learning Model
ML Fundamentals
How to Build A Machine Learning Model
Coursera Intermediate 3mo ago
Generating 3D Models with Diffusion - Computerphile
ML Fundamentals โšก AI Lesson
Generating 3D Models with Diffusion - Computerphile
Computerphile Beginner 3mo ago
Is GenAI Killing Junior Data Scientist Jobs? The Data Says Thisโ€ฆ
ML Fundamentals โšก AI Lesson
Is GenAI Killing Junior Data Scientist Jobs? The Data Says Thisโ€ฆ
Analytics Vidhya Intermediate 3mo ago
Why you should hire junior developers
ML Fundamentals โšก AI Lesson
Why you should hire junior developers
Weights & Biases Intermediate 3mo ago
How Staying Home Can Make You Smarter, Calmer, and More Creative
ML Fundamentals โšก AI Lesson
How Staying Home Can Make You Smarter, Calmer, and More Creative
Evan Carmichael Beginner 3mo ago
UK Power Networks Manages Smarter Grids with Databricks and Unity Catalog
ML Fundamentals โšก AI Lesson
UK Power Networks Manages Smarter Grids with Databricks and Unity Catalog
Databricks Beginner 3mo ago
ML Engineer Full Course 2026 | Full Course for Beginners | Theory + Hands-On Projects | Edureka Live
ML Fundamentals
ML Engineer Full Course 2026 | Full Course for Beginners | Theory + Hands-On Projects | Edureka Live
edureka! Beginner 3mo ago
Swin transformer - Explained!
ML Fundamentals โšก AI Lesson
Swin transformer - Explained!
CodeEmporium Advanced 3mo ago
Stanford CS547 HCI Seminar | Winter 2026 | Visual and Algorithmic Interpretation for Responsible AI
ML Fundamentals
Stanford CS547 HCI Seminar | Winter 2026 | Visual and Algorithmic Interpretation for Responsible AI
Stanford Online Beginner 3mo ago
Conjugate Priors : Data Science Basics
ML Fundamentals โšก AI Lesson
Conjugate Priors : Data Science Basics
ritvikmath Beginner 3mo ago
7 Free Generative AI Courses With Certificates (2026 Guide)
ML Fundamentals
7 Free Generative AI Courses With Certificates (2026 Guide)
Analytics Vidhya Beginner 3mo ago
Load Balancer Challenge for $600 ๐Ÿค‘
ML Fundamentals
Load Balancer Challenge for $600 ๐Ÿค‘
Sajjaad Khader Intermediate 3mo ago
Model Retraining in Machine Learning Explained in 60 Seconds | Why Models Need Fresh Data
ML Fundamentals
Model Retraining in Machine Learning Explained in 60 Seconds | Why Models Need Fresh Data
1 Minute Glossary - AI ML Beginner 3mo ago
Label Noise in Machine Learning Explained in 60 Seconds | What is Label Noise?
ML Fundamentals
Label Noise in Machine Learning Explained in 60 Seconds | What is Label Noise?
1 Minute Glossary - AI ML Beginner 3mo ago
Learn Ai And Machine Learning From Zero #shorts #ai #coding #programming #machinelearning
ML Fundamentals
Learn Ai And Machine Learning From Zero #shorts #ai #coding #programming #machinelearning
WebKnower Beginner 3mo ago
Learn Matplotlib in 30 Minutes - Python Matplotlib Tutorial
ML Fundamentals โšก AI Lesson
Learn Matplotlib in 30 Minutes - Python Matplotlib Tutorial
Tech With Tim Beginner 3mo ago
Learn Machine Learning in 50 Seconds ๐Ÿ”ฅ | Complete Roadmap #Shorts #ML #MachineLearning #GfG
ML Fundamentals
Learn Machine Learning in 50 Seconds ๐Ÿ”ฅ | Complete Roadmap #Shorts #ML #MachineLearning #GfG
GeeksforGeeks Beginner 3mo ago
Future After B.Tech CSE | Top Career Options for CS Students
ML Fundamentals
Future After B.Tech CSE | Top Career Options for CS Students
GeeksforGeeks Beginner 3mo ago
Implementing Passkeys in Practice - Computerphile
ML Fundamentals โšก AI Lesson
Implementing Passkeys in Practice - Computerphile
Computerphile Intermediate 3mo ago
Guest session by EarthDay.org
ML Fundamentals โšก AI Lesson
Guest session by EarthDay.org
Saรฏd Business School, University of Oxford Intermediate 3mo ago
Amazon CEO on AI Ad Strategy
ML Fundamentals โšก AI Lesson
Amazon CEO on AI Ad Strategy
The Information Beginner 3mo ago
The Physics of Diffusion Models
ML Fundamentals
The Physics of Diffusion Models
Julia Turc Intermediate 3mo ago
AI in the Wild: How AWS AI Is Powering the NFL On and Off the Field | Amazon Web Services
ML Fundamentals โšก AI Lesson
AI in the Wild: How AWS AI Is Powering the NFL On and Off the Field | Amazon Web Services
Amazon Web Services Advanced 3mo ago
This OLD Programming Language STILL Rules the World
ML Fundamentals โšก AI Lesson
This OLD Programming Language STILL Rules the World
Coding with Lewis Intermediate 3mo ago
95% of production code written with AI ๐Ÿค–
ML Fundamentals โšก AI Lesson
95% of production code written with AI ๐Ÿค–
codebasics Intermediate 3mo ago
Is It Too Late to Learn AI in 2026?
ML Fundamentals
Is It Too Late to Learn AI in 2026?
Jean Lee Beginner 3mo ago
State of AI - Part 4
ML Fundamentals โšก AI Lesson
State of AI - Part 4
West Coast Machine Learning Advanced 3mo ago
Demand for writing software code
ML Fundamentals
Demand for writing software code
codebasics Intermediate 3mo ago
Webinar: Relational leadership in a complex world
ML Fundamentals
Webinar: Relational leadership in a complex world
Saรฏd Business School, University of Oxford Beginner 3mo ago
You donโ€™t need to know everything before you start
ML Fundamentals
You donโ€™t need to know everything before you start
Coursera Beginner 3mo ago
Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION]
ML Fundamentals โšก AI Lesson
Why Every Brain Metaphor in History Has Been Wrong [SPECIAL EDITION]
ML Street Talk Beginner 3mo ago
Complete AI Engineer Roadmap 2026 | From Beginner to Pro #simplilearn #shorts
ML Fundamentals
Complete AI Engineer Roadmap 2026 | From Beginner to Pro #simplilearn #shorts
Simplilearn Beginner 3mo ago
๐Ÿ”ฅMachine Learning vs Deep Learning Explained | Key Difference in 60 Seconds #shorts #simplilearn
ML Fundamentals
๐Ÿ”ฅMachine Learning vs Deep Learning Explained | Key Difference in 60 Seconds #shorts #simplilearn
Simplilearn Beginner 3mo ago
Weak Supervision in Machine Learning Explained in 60 Seconds | What is Weak Supervision?
ML Fundamentals โšก AI Lesson
Weak Supervision in Machine Learning Explained in 60 Seconds | What is Weak Supervision?
1 Minute Glossary - AI ML Beginner 3mo ago
Active Learning in Machine Learning Explained in 60 Seconds | What is Active Learning?
ML Fundamentals โšก AI Lesson
Active Learning in Machine Learning Explained in 60 Seconds | What is Active Learning?
1 Minute Glossary - AI ML Beginner 3mo ago
FREE AI Courses With Certificates | AI Courses For Beginners in 2026 | Learn AI 2026 | Simplilearn
ML Fundamentals
FREE AI Courses With Certificates | AI Courses For Beginners in 2026 | Learn AI 2026 | Simplilearn
Simplilearn Beginner 3mo ago
Stop Measuring Dev Productivity by Speed
ML Fundamentals
Stop Measuring Dev Productivity by Speed
Weights & Biases Intermediate 3mo ago
Emergent Labs: Build Apps in Minutes Without Coding | AI-Powered App Creation
ML Fundamentals โšก AI Lesson
Emergent Labs: Build Apps in Minutes Without Coding | AI-Powered App Creation
Analytics Vidhya Beginner 3mo ago
GLMโ€‘4.7โ€‘Flash: The Local AI Coder & Assistant You Need in 2026
ML Fundamentals โšก AI Lesson
GLMโ€‘4.7โ€‘Flash: The Local AI Coder & Assistant You Need in 2026
Analytics Vidhya Intermediate 3mo ago
New Year, New You: Insights from Oxfordโ€™s 50,000+ Elumni
ML Fundamentals
New Year, New You: Insights from Oxfordโ€™s 50,000+ Elumni
Saรฏd Business School, University of Oxford Beginner 3mo ago
Top 5 Data Science Books You Must Read in 2026
ML Fundamentals
Top 5 Data Science Books You Must Read in 2026
Analytics Vidhya Beginner 3mo ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
1 / 3 View all โ†’
Math for AI Beginner Part 2 : Vector Calulus
๐Ÿ“š Coursera Course โ†—
Self-paced
Math for AI Beginner Part 2 : Vector Calulus
Opens on Coursera โ†—
Custom and Distributed Training with TensorFlow
๐Ÿ“š Coursera Course โ†—
Self-paced
Custom and Distributed Training with TensorFlow
Opens on Coursera โ†—
Intermediate Data Manipulation and Machine Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Intermediate Data Manipulation and Machine Learning
Opens on Coursera โ†—
Python for Data Science with AI
๐Ÿ“š Coursera Course โ†—
Self-paced
Python for Data Science with AI
Opens on Coursera โ†—
Advanced AI Techniques for the Supply Chain
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced AI Techniques for the Supply Chain
Opens on Coursera โ†—
Building a Machine Learning Ready Organization
๐Ÿ“š Coursera Course โ†—
Self-paced
Building a Machine Learning Ready Organization
Opens on Coursera โ†—