Foundations

ML Fundamentals

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

8592
lessons
Stanford CS221 | Autumn 2025 | Lecture 15: Logic I
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 15: Logic I
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 14: Bayesian Networks and Learning
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 14: Bayesian Networks and Learning
Stanford Online Beginner 4w ago
AI Test Automation Engineer Roadmap 2026 | Skills, Tools, And Career Path | #Shorts | #Simplilearn
ML Fundamentals
AI Test Automation Engineer Roadmap 2026 | Skills, Tools, And Career Path | #Shorts | #Simplilearn
Simplilearn Beginner 4w ago
Copy this Google Ads Strategy, It'll Blow Up Your Business
ML Fundamentals
Copy this Google Ads Strategy, It'll Blow Up Your Business
Teach Traffic Beginner 4w ago
k-means #maths #dataanlysis #datascience #machinelearning
ML Fundamentals
k-means #maths #dataanlysis #datascience #machinelearning
DataMListic Beginner 4w ago
AI Can THINK Like Humans Now? Neural Networks Explained It
ML Fundamentals
AI Can THINK Like Humans Now? Neural Networks Explained It
Algopk Beginner 4w ago
TCS NQT 2026 | Programming 12 | Number Theory 04 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 12 | Number Theory 04 | TCS NQT Preparation
GeeksforGeeks Beginner 4w ago
ML Data Engineer Salary 2026 | How Much You Can Earn in 2026 #simplilearn #shorts
ML Fundamentals
ML Data Engineer Salary 2026 | How Much You Can Earn in 2026 #simplilearn #shorts
Simplilearn Beginner 1mo ago
TCS NQT 2026 | Programming 11 | Number Theory 03 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 11 | Number Theory 03 | TCS NQT Preparation
GeeksforGeeks Beginner 1mo ago
Maximum Likelihood - Explained
ML Fundamentals
Maximum Likelihood - Explained
DataMListic Beginner 1mo ago
AI vs ML vs DL vs Generative AI Difference Explained
ML Fundamentals
AI vs ML vs DL vs Generative AI Difference Explained
Tech Classes Beginner 1mo ago
MLOps Essentials: Enabling CloudWatch Logging & Monitoring for AWS ML APIs
ML Fundamentals
MLOps Essentials: Enabling CloudWatch Logging & Monitoring for AWS ML APIs
Analytics Vidhya Beginner 1mo ago
Enable CORS for your Machine Learning API: Connect Frontend to AWS API Gateway
ML Fundamentals
Enable CORS for your Machine Learning API: Connect Frontend to AWS API Gateway
Analytics Vidhya Beginner 1mo ago
Choosing an AI Career in 2026? Understand Every AI Role Before You Start | CampusX
ML Fundamentals
Choosing an AI Career in 2026? Understand Every AI Role Before You Start | CampusX
CampusX Beginner 1mo ago
Coding a Guitar Sound in C - Computerphile
ML Fundamentals
Coding a Guitar Sound in C - Computerphile
Computerphile Beginner 1mo ago
Your Machine Learning Roadmap: What to Learn and When
ML Fundamentals
Your Machine Learning Roadmap: What to Learn and When
Coursera Beginner 1mo ago
Keras 3 Distributed Training: Scaling Models with JAX using DataParallel, and ModelParallel
ML Fundamentals
Keras 3 Distributed Training: Scaling Models with JAX using DataParallel, and ModelParallel
Google for Developers Beginner 1mo ago
Career Change Made Simple Ep 1
ML Fundamentals
Career Change Made Simple Ep 1
Coursera Beginner 1mo ago
Woman Transforming Leadership Programme - overview and programme focus
ML Fundamentals
Woman Transforming Leadership Programme - overview and programme focus
Saïd Business School, University of Oxford Beginner 1mo ago
Want to know where you stand professionally?
 
Compare your salary with the industry benchmark. That
ML Fundamentals
Want to know where you stand professionally? Compare your salary with the industry benchmark. That
codebasics Beginner 1mo ago
Learn Java DSA And Machine Learning Step By Step #shorts #coding #java #dsa #ml #ytshorts
ML Fundamentals
Learn Java DSA And Machine Learning Step By Step #shorts #coding #java #dsa #ml #ytshorts
WebKnower Beginner 1mo ago
Stanford CS221 | Autumn 2025 | Lecture 13: Bayesian Networks and Gibbs Sampling
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 13: Bayesian Networks and Gibbs Sampling
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 12: Bayesian Networks I
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 12: Bayesian Networks I
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 11: Games II
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 11: Games II
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 10: Games I
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 10: Games I
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 9: Policy Gradient
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 9: Policy Gradient
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 8: Reinforcement Learning
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 8: Reinforcement Learning
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 7: Markov Decision Processes
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 7: Markov Decision Processes
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 6: Search II
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 6: Search II
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 5: Search I
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 5: Search I
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 4: Learning III
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 4: Learning III
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 3: Learning II
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 3: Learning II
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 2: Learning I
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 2: Learning I
Stanford Online Beginner 4w ago
Stanford CS221 | Autumn 2025 | Lecture 1: Course Overview and AI Foundations
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 1: Course Overview and AI Foundations
Stanford Online Beginner 4w ago
Design and Control of Haptic Systems: The Challenges of Robotics
ML Fundamentals
Design and Control of Haptic Systems: The Challenges of Robotics
Stanford Online Beginner 1mo ago
Simplilearn Reviews | How AI Helped Turn Learning into Real Impact at Work #GetCertifiedGetAhead
ML Fundamentals
Simplilearn Reviews | How AI Helped Turn Learning into Real Impact at Work #GetCertifiedGetAhead
Simplilearn Beginner 1mo ago
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
ML Fundamentals
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
Analytics Vidhya Beginner 1mo ago
Building a Machine Learning API: Integrating AWS Lambda with API Gateway
ML Fundamentals
Building a Machine Learning API: Integrating AWS Lambda with API Gateway
Analytics Vidhya Beginner 1mo ago
Deploy Machine Learning Models with AWS Lambda & Docker: Step-by-Step Hands-on
ML Fundamentals
Deploy Machine Learning Models with AWS Lambda & Docker: Step-by-Step Hands-on
Analytics Vidhya Beginner 1mo ago
Deploying Machine Learning Models: From Local Notebook to AWS Production
ML Fundamentals
Deploying Machine Learning Models: From Local Notebook to AWS Production
Analytics Vidhya Beginner 1mo ago
K-Means - Explained
ML Fundamentals
K-Means - Explained
DataMListic Beginner 1mo ago
Deterministic vs Stochastic Models Explained in 60 Seconds ⚡📊
ML Fundamentals
Deterministic vs Stochastic Models Explained in 60 Seconds ⚡📊
Analytics Vidhya Beginner 1mo ago
🔥How to become Data Scientist in 2026 ? | Data Scientist Roadmap 2026  #shorts #simplilearn
ML Fundamentals
🔥How to become Data Scientist in 2026 ? | Data Scientist Roadmap 2026 #shorts #simplilearn
Simplilearn Beginner 1mo ago
Python Developer Salary in 2026 | How Much Do Python Developers Earn? #shorts #simplilearn
ML Fundamentals
Python Developer Salary in 2026 | How Much Do Python Developers Earn? #shorts #simplilearn
Simplilearn Beginner 1mo ago
support vector machines #maths #dataanlysis  #datascience #machinelearning #statistics
ML Fundamentals
support vector machines #maths #dataanlysis #datascience #machinelearning #statistics
DataMListic Beginner 1mo ago
Support Vector Machines (SVMs) - Explained
ML Fundamentals
Support Vector Machines (SVMs) - Explained
DataMListic Beginner 1mo ago
Machine Learning Full Course 2026 | Complete Machine Learning Training in 24 Hours | Simplilearn
ML Fundamentals
Machine Learning Full Course 2026 | Complete Machine Learning Training in 24 Hours | Simplilearn
Simplilearn Beginner 1mo ago
recurrent neural networks (rnn) - explained #maths #dataanlysis #datascience #machinelearning
ML Fundamentals
recurrent neural networks (rnn) - explained #maths #dataanlysis #datascience #machinelearning
DataMListic Beginner 1mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Introduction to AI and Machine Learning on GC - Deutsch
📚 Coursera Course ↗
Self-paced
Introduction to AI and Machine Learning on GC - Deutsch
Opens on Coursera ↗
Deep Learning with TensorFlow: Build Neural Networks
📚 Coursera Course ↗
Self-paced
Deep Learning with TensorFlow: Build Neural Networks
Opens on Coursera ↗
Optimize Deep Learning: Tune PyTorch Models
📚 Coursera Course ↗
Self-paced
Optimize Deep Learning: Tune PyTorch Models
Opens on Coursera ↗
Python: Implement & Evaluate Random Forests for ML
📚 Coursera Course ↗
Self-paced
Python: Implement & Evaluate Random Forests for ML
Opens on Coursera ↗
TensorFlow Prediction: Identify Penguin Species
📚 Coursera Course ↗
Self-paced
TensorFlow Prediction: Identify Penguin Species
Opens on Coursera ↗
Learning TensorFlow: the Hello World of Machine Learning
📚 Coursera Course ↗
Self-paced
Learning TensorFlow: the Hello World of Machine Learning
Opens on Coursera ↗