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
Stanford CS221 | Autumn 2025 | Lecture 9: Policy Gradient
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 9: Policy Gradient
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 8: Reinforcement Learning
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 8: Reinforcement Learning
Stanford Online Beginner 2mo 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 2mo 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 2mo ago
k-means #maths #dataanlysis #datascience #machinelearning
ML Fundamentals
k-means #maths #dataanlysis #datascience #machinelearning
DataMListic Beginner 2mo 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 2mo 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 2mo 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 2mo 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 2mo ago
Maximum Likelihood - Explained
ML Fundamentals ⚡ AI Lesson
Maximum Likelihood - Explained
DataMListic Beginner 2mo 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 2mo ago
Live coding with OpenSpec
ML Fundamentals
Live coding with OpenSpec
West Coast Machine Learning Intermediate 2mo 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 2mo ago
Enable CORS for your Machine Learning API: Connect Frontend to AWS API Gateway
ML Fundamentals ⚡ AI Lesson
Enable CORS for your Machine Learning API: Connect Frontend to AWS API Gateway
Analytics Vidhya Beginner 2mo ago
Industry NLP | DL Project Part 3 Handling Imbalanced Data LSTM Training and Model Saving
ML Fundamentals
Industry NLP | DL Project Part 3 Handling Imbalanced Data LSTM Training and Model Saving
Switch 2 AI Intermediate 2mo 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 2mo ago
How AI Models Are Actually Trained (Step-by-Step)
ML Fundamentals ⚡ AI Lesson
How AI Models Are Actually Trained (Step-by-Step)
GenAI Geek Advanced 2mo ago
Coding a Guitar Sound in C - Computerphile
ML Fundamentals ⚡ AI Lesson
Coding a Guitar Sound in C - Computerphile
Computerphile Beginner 2mo ago
What Is MLOps? From Model to Production
ML Fundamentals
What Is MLOps? From Model to Production
Coursera Intermediate 2mo ago
Your Machine Learning Roadmap: What to Learn and When
ML Fundamentals ⚡ AI Lesson
Your Machine Learning Roadmap: What to Learn and When
Coursera Beginner 2mo 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 2mo ago
Want to know where you stand professionally?
 
Compare your salary with the industry benchmark. That
ML Fundamentals ⚡ AI Lesson
Want to know where you stand professionally? Compare your salary with the industry benchmark. That
codebasics Beginner 2mo ago
If AI doesn’t think… why does it feel intelligent? 🤯
ML Fundamentals
If AI doesn’t think… why does it feel intelligent? 🤯
AI Explained Simply Advanced 2mo ago
Learn Java DSA And Machine Learning Step By Step #shorts #coding #java #dsa #ml #ytshorts
ML Fundamentals ⚡ AI Lesson
Learn Java DSA And Machine Learning Step By Step #shorts #coding #java #dsa #ml #ytshorts
WebKnower Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 7: Markov Decision Processes
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 7: Markov Decision Processes
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 6: Search II
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 6: Search II
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 5: Search I
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 5: Search I
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 4: Learning III
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 4: Learning III
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 3: Learning II
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 3: Learning II
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 2: Learning I
ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 2: Learning I
Stanford Online Beginner 2mo 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 2mo ago
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ML Fundamentals
Generative AI Architect Roadmap 2026 | How to become Generative AI Architect ? #shorts #simplilearn
Simplilearn Intermediate 2mo ago
TCS NQT 2026 | Programming 10 | Number Theory 02 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 10 | Number Theory 02 | TCS NQT Preparation
GeeksforGeeks Advanced 2mo 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 2mo ago
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
ML Fundamentals
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
Analytics Vidhya Beginner 2mo ago
Building a Machine Learning API: Integrating AWS Lambda with API Gateway
ML Fundamentals ⚡ AI Lesson
Building a Machine Learning API: Integrating AWS Lambda with API Gateway
Analytics Vidhya Beginner 2mo 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 2mo ago
Deploying Machine Learning Models: From Local Notebook to AWS Production
ML Fundamentals ⚡ AI Lesson
Deploying Machine Learning Models: From Local Notebook to AWS Production
Analytics Vidhya Beginner 2mo ago
TCS NQT 2026 | Programming 09 | Number Theory 01 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 09 | Number Theory 01 | TCS NQT Preparation
GeeksforGeeks Advanced 2mo ago
K-Means - Explained
ML Fundamentals ⚡ AI Lesson
K-Means - Explained
DataMListic Beginner 2mo ago
Deterministic vs Stochastic Models Explained in 60 Seconds ⚡📊
ML Fundamentals
Deterministic vs Stochastic Models Explained in 60 Seconds ⚡📊
Analytics Vidhya Beginner 2mo 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 2mo 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 2mo ago
support vector machines #maths #dataanlysis  #datascience #machinelearning #statistics
ML Fundamentals
support vector machines #maths #dataanlysis #datascience #machinelearning #statistics
DataMListic Beginner 2mo ago
Career Change Made Simple Ep 1
ML Fundamentals
Career Change Made Simple Ep 1
Coursera Beginner 2mo ago
11 Must-Know AI Benchmarks That Measure True Model Performance 🚀
ML Fundamentals
11 Must-Know AI Benchmarks That Measure True Model Performance 🚀
Analytics Vidhya Advanced 2mo ago
Support Vector Machines (SVMs) - Explained
ML Fundamentals
Support Vector Machines (SVMs) - Explained
DataMListic Beginner 2mo 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 2mo ago
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