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
AI Can THINK Like Humans Now? Neural Networks Explained It
ML Fundamentals
AI Can THINK Like Humans Now? Neural Networks Explained It
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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 1mo 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 ⚡ AI Lesson
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
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
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 ⚡ AI Lesson
Enable CORS for your Machine Learning API: Connect Frontend to AWS API Gateway
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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 ⚡ AI Lesson
Coding a Guitar Sound in C - Computerphile
Computerphile Beginner 1mo ago
Your Machine Learning Roadmap: What to Learn and When
ML Fundamentals ⚡ AI Lesson
Your Machine Learning Roadmap: What to Learn and When
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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
K-Means - Explained
ML Fundamentals ⚡ AI Lesson
K-Means - Explained
DataMListic Beginner 1mo ago
Career Change Made Simple Ep 1
ML Fundamentals
Career Change Made Simple Ep 1
Coursera Beginner 1mo 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 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
How to Design Machine Learning Systems (Beginner to Pro)
ML Fundamentals ⚡ AI Lesson
How to Design Machine Learning Systems (Beginner to Pro)
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Freshers (IT Career RoadMap) in Tamil 🔥
ML Fundamentals
Freshers (IT Career RoadMap) in Tamil 🔥
AI Coach John (Tamil) Beginner 1mo ago
Your ALGORITHM isn’t random it’s training on YOU 👀#machinelearning #artificialintelligence
ML Fundamentals
Your ALGORITHM isn’t random it’s training on YOU 👀#machinelearning #artificialintelligence
AI Explained Simply Beginner 1mo ago
The most beautiful formula not enough people understand
ML Fundamentals ⚡ AI Lesson
The most beautiful formula not enough people understand
3Blue1Brown Beginner 1mo ago
AI is learning to think like humans… and it’s happening faster than you think 🧠⚡
ML Fundamentals ⚡ AI Lesson
AI is learning to think like humans… and it’s happening faster than you think 🧠⚡
AI Explained Simply Beginner 1mo ago
Lecture 15 - PCA and ICA | Stanford CS229: Machine Learning Andrew Ng - Autumn 2018
ML Fundamentals ⚡ AI Lesson
Lecture 15 - PCA and ICA | Stanford CS229: Machine Learning Andrew Ng - Autumn 2018
Stanford Online Beginner 1mo ago
TensorFlow: Data and Deployment Specialization
ML Fundamentals ⚡ AI Lesson
TensorFlow: Data and Deployment Specialization
DeepLearning.AI Beginner 1mo ago
What are Neural Nework AutoEncoders ?
ML Fundamentals ⚡ AI Lesson
What are Neural Nework AutoEncoders ?
New Machina Beginner 1mo ago
Cyclic Redundancy Check (CRC) - Computerphile
ML Fundamentals ⚡ AI Lesson
Cyclic Redundancy Check (CRC) - Computerphile
Computerphile Beginner 1mo ago
Ensemble Techniques in AI #aiwithakash #genai #aiintamil
ML Fundamentals
Ensemble Techniques in AI #aiwithakash #genai #aiintamil
AI with Akash Beginner 1mo ago
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ML Fundamentals ⚡ AI Lesson
Siddhartha Chitrakar - Matrix Calculus and Usage in Machine Learning ml math
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How I'd Become a Data Scientist in 2026 (Starting From Zero)
ML Fundamentals
How I'd Become a Data Scientist in 2026 (Starting From Zero)
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Why Betting Against Open Source is a "Bad Bet"
ML Fundamentals
Why Betting Against Open Source is a "Bad Bet"
DeepLearningAI Beginner 2mo ago
How AI Actually Works (No CS Degree Required)
ML Fundamentals
How AI Actually Works (No CS Degree Required)
Context Window 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 1mo 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 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 ⚡ AI Lesson
Deploying Machine Learning Models: From Local Notebook to AWS Production
Analytics Vidhya 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
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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
AI Engineer vs Data Scientist | Top Trending Tech Jobs Explained #shorts
ML Fundamentals
AI Engineer vs Data Scientist | Top Trending Tech Jobs Explained #shorts
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Introduction to Amazon SageMaker Notebooks: Managed Jupyter for ML
ML Fundamentals
Introduction to Amazon SageMaker Notebooks: Managed Jupyter for ML
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AI and Machine Learning Full Course 2026 | AI & Machine Learning Tutorial For Beginners |Simplilearn
ML Fundamentals
AI and Machine Learning Full Course 2026 | AI & Machine Learning Tutorial For Beginners |Simplilearn
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How to Become a Machine Learning Engineer
ML Fundamentals
How to Become a Machine Learning Engineer
Coursera Beginner 1mo ago
Machine Learning Explained | Netflix Recommendation system #simplilearn #shorts
ML Fundamentals
Machine Learning Explained | Netflix Recommendation system #simplilearn #shorts
Simplilearn Beginner 1mo ago
Bad Bot Problem - Computerphile
ML Fundamentals ⚡ AI Lesson
Bad Bot Problem - Computerphile
Computerphile Beginner 2mo ago
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