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 4: Learning III
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 4: Learning III
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Stanford CS221 | Autumn 2025 | Lecture 3: Learning II
ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 3: Learning II
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ML Fundamentals
AI Test Automation Engineer Roadmap 2026 | Skills, Tools, And Career Path | #Shorts | #Simplilearn
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Copy this Google Ads Strategy, It'll Blow Up Your Business
ML Fundamentals
Copy this Google Ads Strategy, It'll Blow Up Your Business
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k-means #maths #dataanlysis #datascience #machinelearning
ML Fundamentals
k-means #maths #dataanlysis #datascience #machinelearning
DataMListic Beginner 1mo ago
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
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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
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ML Fundamentals
TCS NQT 2026 | Programming 11 | Number Theory 03 | TCS NQT Preparation
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Maximum Likelihood - Explained
ML Fundamentals ⚡ AI Lesson
Maximum Likelihood - Explained
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AI vs ML vs DL vs Generative AI Difference Explained
ML Fundamentals
AI vs ML vs DL vs Generative AI Difference Explained
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Live coding with OpenSpec
ML Fundamentals
Live coding with OpenSpec
West Coast Machine Learning Intermediate 1mo ago
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ML Fundamentals
MLOps Essentials: Enabling CloudWatch Logging & Monitoring for AWS ML APIs
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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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ML Fundamentals
Industry NLP | DL Project Part 3 Handling Imbalanced Data LSTM Training and Model Saving
Switch 2 AI Intermediate 1mo ago
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ML Fundamentals
Choosing an AI Career in 2026? Understand Every AI Role Before You Start | CampusX
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ML Fundamentals ⚡ AI Lesson
How AI Models Are Actually Trained (Step-by-Step)
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ML Fundamentals ⚡ AI Lesson
Coding a Guitar Sound in C - Computerphile
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What Is MLOps? From Model to Production
ML Fundamentals
What Is MLOps? From Model to Production
Coursera Intermediate 1mo ago
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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
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
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 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
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ML Fundamentals ⚡ AI Lesson
How to Design Machine Learning Systems (Beginner to Pro)
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ML Fundamentals
Freshers (IT Career RoadMap) in Tamil 🔥
AI Coach John (Tamil) Beginner 1mo ago
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ML Fundamentals
Your ALGORITHM isn’t random it’s training on YOU 👀#machinelearning #artificialintelligence
AI Explained Simply Beginner 1mo ago
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ML Fundamentals ⚡ AI Lesson
Collective Altruism in Recommender Systems
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ML Fundamentals ⚡ AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 2: Learning I
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ML Fundamentals
Stanford CS221 | Autumn 2025 | Lecture 1: Course Overview and AI Foundations
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ML Fundamentals
Generative AI Architect Roadmap 2026 | How to become Generative AI Architect ? #shorts #simplilearn
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ML Fundamentals
TCS NQT 2026 | Programming 10 | Number Theory 02 | TCS NQT Preparation
GeeksforGeeks Advanced 1mo ago
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ML Fundamentals
Simplilearn Reviews | How AI Helped Turn Learning into Real Impact at Work #GetCertifiedGetAhead
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ML Fundamentals
Troubleshooting & Updating AWS Lambda Containers: Fixing ML Model Deployment
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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
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Deploying Machine Learning Models: From Local Notebook to AWS Production
ML Fundamentals ⚡ AI Lesson
Deploying Machine Learning Models: From Local Notebook to AWS Production
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ML Fundamentals
TCS NQT 2026 | Programming 09 | Number Theory 01 | TCS NQT Preparation
GeeksforGeeks Advanced 1mo ago
K-Means - Explained
ML Fundamentals ⚡ AI Lesson
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 ⚡📊
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ML Fundamentals
🔥How to become Data Scientist in 2026 ? | Data Scientist Roadmap 2026 #shorts #simplilearn
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ML Fundamentals
Python Developer Salary in 2026 | How Much Do Python Developers Earn? #shorts #simplilearn
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ML Fundamentals
support vector machines #maths #dataanlysis #datascience #machinelearning #statistics
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ML Fundamentals
Career Change Made Simple Ep 1
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11 Must-Know AI Benchmarks That Measure True Model Performance 🚀
ML Fundamentals
11 Must-Know AI Benchmarks That Measure True Model Performance 🚀
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ML Fundamentals
Support Vector Machines (SVMs) - Explained
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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
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