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
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
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
recurrent neural networks (rnn) - explained #maths #dataanlysis #datascience #machinelearning
ML Fundamentals
recurrent neural networks (rnn) - explained #maths #dataanlysis #datascience #machinelearning
DataMListic Beginner 2mo ago
How to Design Machine Learning Systems (Beginner to Pro)
ML Fundamentals ⚡ AI Lesson
How to Design Machine Learning Systems (Beginner to Pro)
K-Transfer Beginner 2mo ago
Freshers (IT Career RoadMap) in Tamil 🔥
ML Fundamentals
Freshers (IT Career RoadMap) in Tamil 🔥
AI Coach John (Tamil) Beginner 2mo 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 2mo ago
Collective Altruism in Recommender Systems
ML Fundamentals ⚡ AI Lesson
Collective Altruism in Recommender Systems
Data Skeptic Advanced 2mo ago
The most beautiful formula not enough people understand
ML Fundamentals ⚡ AI Lesson
The most beautiful formula not enough people understand
3Blue1Brown Beginner 2mo 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
Simplilearn Beginner 2mo ago
Edge Impulse Unleashed A Practical Guide to Edge ML
ML Fundamentals
Edge Impulse Unleashed A Practical Guide to Edge ML
AiInSixtySec Intermediate 2mo ago
Webinar: OAMLP Alumni in Action
ML Fundamentals ⚡ AI Lesson
Webinar: OAMLP Alumni in Action
Saïd Business School, University of Oxford Advanced 2mo ago
Introduction to Amazon SageMaker Notebooks: Managed Jupyter for ML
ML Fundamentals
Introduction to Amazon SageMaker Notebooks: Managed Jupyter for ML
Analytics Vidhya Beginner 2mo 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 2mo ago
TensorFlow: Data and Deployment Specialization
ML Fundamentals ⚡ AI Lesson
TensorFlow: Data and Deployment Specialization
DeepLearning.AI Beginner 2mo ago
What are Neural Nework AutoEncoders ?
ML Fundamentals ⚡ AI Lesson
What are Neural Nework AutoEncoders ?
New Machina Beginner 2mo ago
🔬Max Welling: Materials Underlie Everything
ML Fundamentals
🔬Max Welling: Materials Underlie Everything
Latent Space Advanced 2mo ago
Cyclic Redundancy Check (CRC) - Computerphile
ML Fundamentals ⚡ AI Lesson
Cyclic Redundancy Check (CRC) - Computerphile
Computerphile Beginner 2mo ago
How Hawk Revolutionizes Financial Crime Detection with Explainable AI | Amazon Web Services
ML Fundamentals
How Hawk Revolutionizes Financial Crime Detection with Explainable AI | Amazon Web Services
Amazon Web Services Advanced 2mo ago
Ensemble Techniques in AI #aiwithakash #genai #aiintamil
ML Fundamentals
Ensemble Techniques in AI #aiwithakash #genai #aiintamil
AI with Akash Beginner 2mo ago
How to Become a Machine Learning Engineer
ML Fundamentals
How to Become a Machine Learning Engineer
Coursera Beginner 2mo ago
Data Scientist Roadmap
ML Fundamentals
Data Scientist Roadmap
Coursera Intermediate 2mo ago
Bad Bot Problem - Computerphile
ML Fundamentals ⚡ AI Lesson
Bad Bot Problem - Computerphile
Computerphile Beginner 2mo ago
Siddhartha Chitrakar - Matrix Calculus and Usage in Machine Learning ml math
ML Fundamentals ⚡ AI Lesson
Siddhartha Chitrakar - Matrix Calculus and Usage in Machine Learning ml math
Cohere Beginner 2mo ago
OPTIMIZERS EXPLAINED
ML Fundamentals
OPTIMIZERS EXPLAINED
Build AI with Sandeep Advanced 2mo ago
Episode 1: Make a confident career pivot with this 3-step framework
ML Fundamentals
Episode 1: Make a confident career pivot with this 3-step framework
Saïd Business School, University of Oxford Intermediate 2mo ago
Solution to the ladybug clock puzzle
ML Fundamentals
Solution to the ladybug clock puzzle
3Blue1Brown Intermediate 2mo ago
The #1 Skill We Look for When Hiring AI Engineers
ML Fundamentals ⚡ AI Lesson
The #1 Skill We Look for When Hiring AI Engineers
codebasics Intermediate 2mo ago
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)
Tech Classes Beginner 2mo ago
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
Master How to (Build and Deploy 🤔) your Own AI Model in Tamil
ML Fundamentals
Master How to (Build and Deploy 🤔) your Own AI Model in Tamil
AI Coach John (Tamil) Beginner 3mo ago
Inside the $100B Data Center Play
ML Fundamentals
Inside the $100B Data Center Play
The Information Intermediate 3mo ago
How Self-Driving Technology Completely Changed
ML Fundamentals
How Self-Driving Technology Completely Changed
No Priors: AI, Machine Learning, Tech, & Startups Intermediate 3mo ago
PyTorch Crash Course:  Deep Learning in Python
ML Fundamentals ⚡ AI Lesson
PyTorch Crash Course: Deep Learning in Python
NeuralNine Beginner 3mo ago
The first transcription model with prompts
ML Fundamentals ⚡ AI Lesson
The first transcription model with prompts
Simon Willison (underfitted) Beginner 3mo ago
Master Machine Learning And Generative Ai Using Python #shorts #ai #genai #ml #coding #learning
ML Fundamentals ⚡ AI Lesson
Master Machine Learning And Generative Ai Using Python #shorts #ai #genai #ml #coding #learning
WebKnower Beginner 3mo ago
Migrate from Foreign Parquet to Managed Delta in 3 simple steps
ML Fundamentals ⚡ AI Lesson
Migrate from Foreign Parquet to Managed Delta in 3 simple steps
Databricks Beginner 3mo ago
Lec 05. Architectures: Graphs
ML Fundamentals
Lec 05. Architectures: Graphs
MIT OpenCourseWare Beginner 3mo ago
Lec 09. Hacker's Guide to Deep Learning
ML Fundamentals
Lec 09. Hacker's Guide to Deep Learning
MIT OpenCourseWare Beginner 3mo 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 2mo ago
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
Simplilearn Beginner 2mo ago
Machine Learning Explained | Netflix Recommendation system #simplilearn #shorts
ML Fundamentals
Machine Learning Explained | Netflix Recommendation system #simplilearn #shorts
Simplilearn Beginner 2mo ago
🔥MLOps Engineer Roadmap in 2026 #shorts #simplilearn
ML Fundamentals
🔥MLOps Engineer Roadmap in 2026 #shorts #simplilearn
Simplilearn Beginner 3mo ago
Decision Tree Machine Learning Explained Simply
ML Fundamentals
Decision Tree Machine Learning Explained Simply
Coursera Intermediate 3mo ago
Why People Skills Matter at Work (And How to Improve Them)
ML Fundamentals
Why People Skills Matter at Work (And How to Improve Them)
Coursera Intermediate 3mo ago
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