Foundations

ML Fundamentals

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

8592
lessons
ResNet Evolution. ResNet vs. VGG: Why Residual Networks Became the Backbone of Modern AI. ResNet.
ML Fundamentals
ResNet Evolution. ResNet vs. VGG: Why Residual Networks Became the Backbone of Modern AI. ResNet.
AI Podcast Series. Byte Goose AI. Beginner 2w ago
User Questions Can Reveal Your Documentation Gaps
ML Fundamentals
User Questions Can Reveal Your Documentation Gaps
Real Python Beginner 2w ago
Top Skills You Need to Work in AI (Beginner to Pro 2026)
ML Fundamentals
Top Skills You Need to Work in AI (Beginner to Pro 2026)
AI Study Hub Beginner 2w ago
Entities Are the Past: Search Is Going Multidimensional by Tom Anthony | MozCon 2023
ML Fundamentals
Entities Are the Past: Search Is Going Multidimensional by Tom Anthony | MozCon 2023
Moz Beginner 2w ago
Automate Exploratory Data Analysis & Invent Python Comprehensions | Real Python Podcast #288
ML Fundamentals
Automate Exploratory Data Analysis & Invent Python Comprehensions | Real Python Podcast #288
Real Python Beginner 2w ago
How to Become an AI Engineer Fast
ML Fundamentals
How to Become an AI Engineer Fast
Tech With Tim Beginner 2w ago
Bayesian Linear Regression
ML Fundamentals
Bayesian Linear Regression
DataMListic Beginner 2w ago
Every DevOps Engineer Should Know AIOps [FREE LABs]
ML Fundamentals
Every DevOps Engineer Should Know AIOps [FREE LABs]
KodeKloud Beginner 2w ago
IWD webinar Women Leading and Learning in the Modern World
ML Fundamentals
IWD webinar Women Leading and Learning in the Modern World
Saïd Business School, University of Oxford Beginner 2w ago
How Linear Algebra Powers Machine Learning (ML)
ML Fundamentals
How Linear Algebra Powers Machine Learning (ML)
IBM Technology Beginner 2w ago
5 FREE Machine Learning Courses with Certificates (Start Now!)
ML Fundamentals
5 FREE Machine Learning Courses with Certificates (Start Now!)
Analytics Vidhya Beginner 2w ago
Deep Learning Interview Questions and Answers | Complete DL Interview Prep Guide
ML Fundamentals
Deep Learning Interview Questions and Answers | Complete DL Interview Prep Guide
Analytics Vidhya Beginner 2w ago
CS50 for Business - Lecture 4 - Approaching Artificial Intelligence
ML Fundamentals
CS50 for Business - Lecture 4 - Approaching Artificial Intelligence
CS50 Beginner 2w ago
How Neural Networks Work? | AI Basics in Tamil
ML Fundamentals
How Neural Networks Work? | AI Basics in Tamil
Arivi by HCL GUVI Beginner 2w ago
Activation Functions in Neural Networks - Explained
ML Fundamentals
Activation Functions in Neural Networks - Explained
DataMListic Beginner 2w ago
Machine Learning vs Deep Learning Explained in 10 Minutes 🧠 (Beginner Friendly!)
ML Fundamentals
Machine Learning vs Deep Learning Explained in 10 Minutes 🧠 (Beginner Friendly!)
AI Study Hub Beginner 3w ago
Machine Learning Full Course - Learn Machine Learning (2026) | Machine Learning Tutorial | Edureka
ML Fundamentals
Machine Learning Full Course - Learn Machine Learning (2026) | Machine Learning Tutorial | Edureka
edureka! Beginner 3w ago
7 Google AI Certifications to Boost Your Salary (Beginner to Advanced)
ML Fundamentals
7 Google AI Certifications to Boost Your Salary (Beginner to Advanced)
Reliablesoft Academy Beginner 3w ago
5 AI Projects in Python that Make Your Resume Stand Out [With Free Resources] | Intellipaat
ML Fundamentals
5 AI Projects in Python that Make Your Resume Stand Out [With Free Resources] | Intellipaat
Intellipaat Beginner 3w ago
Stemming vs Lemmatization: NLP Made Simple
ML Fundamentals
Stemming vs Lemmatization: NLP Made Simple
Coursera Beginner 3w ago
Where is Deep Learning Used? 🤖
ML Fundamentals
Where is Deep Learning Used? 🤖
Arivi by HCL GUVI Beginner 3w ago
Calculating Pi with Skittles (and census data!?) - Numberphile
ML Fundamentals
Calculating Pi with Skittles (and census data!?) - Numberphile
Numberphile Beginner 3w ago
Imposter syndrome as a software engineer is REAL…
ML Fundamentals
Imposter syndrome as a software engineer is REAL…
Coursera Beginner 3w ago
Your YouTube Videos Can Help You DOMINATE AI Results
ML Fundamentals
Your YouTube Videos Can Help You DOMINATE AI Results
WebFX Beginner 3w ago
20 Years of S3
ML Fundamentals
20 Years of S3
AWS Developers Beginner 3w ago
Artificial Intelligence Full Course 2026 | AI Course From Scratch | Intellipaat
ML Fundamentals
Artificial Intelligence Full Course 2026 | AI Course From Scratch | Intellipaat
Intellipaat Beginner 3w ago
XGBoost Algorithm Explained Clearly | The Most Powerful ML Model for Structured Data
ML Fundamentals
XGBoost Algorithm Explained Clearly | The Most Powerful ML Model for Structured Data
Pavithra’s Podcast Beginner 3w ago
Simplilearn Reviews | Understanding AI the Real Way: Deana's Journey #GetCertifiedGetAhead
ML Fundamentals
Simplilearn Reviews | Understanding AI the Real Way: Deana's Journey #GetCertifiedGetAhead
Simplilearn Beginner 3w ago
Top 10 AI Job Roles 😱 in IT Job Market 2026
ML Fundamentals
Top 10 AI Job Roles 😱 in IT Job Market 2026
AI Coach John (Tamil) Beginner 3w ago
10 years of AlphaGo: The turning point for AI | Thore Graepel & Pushmeet Kohli
ML Fundamentals
10 years of AlphaGo: The turning point for AI | Thore Graepel & Pushmeet Kohli
Google DeepMind Beginner 4w ago
How to Become an Applied Machine Learning Scientist | Skills & Tools 2026 | #Shorts | #Simplilearn
ML Fundamentals
How to Become an Applied Machine Learning Scientist | Skills & Tools 2026 | #Shorts | #Simplilearn
Simplilearn Beginner 4w ago
The greatest unsolved problem in computer science...
ML Fundamentals
The greatest unsolved problem in computer science...
Fireship Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 20: Fireside Chat, Conclusion
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 20: Fireside Chat, Conclusion
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains
Stanford Online Beginner 4w ago
convolution layer #machinelearning #datascience #computervision #deeplearning
ML Fundamentals
convolution layer #machinelearning #datascience #computervision #deeplearning
DataMListic Beginner 3w ago
Deep Learning vs Machine Learning 🤖
ML Fundamentals
Deep Learning vs Machine Learning 🤖
Arivi by HCL GUVI Beginner 3w ago
Deep Learning Tutorial for Beginners 🔥 | Build Your First AI Model from Scratch (Full Guide)😱
ML Fundamentals
Deep Learning Tutorial for Beginners 🔥 | Build Your First AI Model from Scratch (Full Guide)😱
Arivi by HCL GUVI Beginner 3w ago
the convolution operation #datascience #machinelearning #neuralnetworks #computervision
ML Fundamentals
the convolution operation #datascience #machinelearning #neuralnetworks #computervision
DataMListic Beginner 3w ago
Find the Best Resume Format for Your Career
ML Fundamentals
Find the Best Resume Format for Your Career
Coursera Beginner 3w ago
5 Jobs AI Is Replacing Faster Than You Think (2026)
ML Fundamentals
5 Jobs AI Is Replacing Faster Than You Think (2026)
Analytics Vidhya Beginner 3w ago
Artificial Intelligence Full Course | Free AI Course 2026 | Intellipaat
ML Fundamentals
Artificial Intelligence Full Course | Free AI Course 2026 | Intellipaat
Intellipaat Beginner 3w ago
Softmax function - Explained
ML Fundamentals
Softmax function - Explained
DataMListic Beginner 3w ago
20 Most Asked Machine Learning Interview Questions & Answers | ML Interview Preparation
ML Fundamentals
20 Most Asked Machine Learning Interview Questions & Answers | ML Interview Preparation
Analytics Vidhya Beginner 3w ago
maximum likelihood estimate #maths #datascience #machinelearning #mathematics
ML Fundamentals
maximum likelihood estimate #maths #datascience #machinelearning #mathematics
DataMListic Beginner 3w ago
Convolutional Neural Networks (CNNs) - Explained
ML Fundamentals
Convolutional Neural Networks (CNNs) - Explained
DataMListic Beginner 4w ago
Statistics Starter Pack
ML Fundamentals
Statistics Starter Pack
Coursera Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 18: AI & Society
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 18: AI & Society
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 16: Logic II
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 16: Logic II
Stanford Online Beginner 4w ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Deep Learning: Convolutional Neural Networks with TensorFlow
📚 Coursera Course ↗
Self-paced
Deep Learning: Convolutional Neural Networks with TensorFlow
Opens on Coursera ↗
The Ultimate Hands-On Hadoop
📚 Coursera Course ↗
Self-paced
The Ultimate Hands-On Hadoop
Opens on Coursera ↗
Generative AI: Foundations and Concepts
📚 Coursera Course ↗
Self-paced
Generative AI: Foundations and Concepts
Opens on Coursera ↗
Linear Algebra for Machine Learning & AI
📚 Coursera Course ↗
Self-paced
Linear Algebra for Machine Learning & AI
Opens on Coursera ↗
Mathematics for Machine Learning: Multivariate Calculus
📚 Coursera Course ↗
Self-paced
Mathematics for Machine Learning: Multivariate Calculus
Opens on Coursera ↗
Application of AI, InsurTech, and Real Estate Technology
📚 Coursera Course ↗
Self-paced
Application of AI, InsurTech, and Real Estate Technology
Opens on Coursera ↗