Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
The #1 skill future developers need
ML Fundamentals
The #1 skill future developers need
Weights & Biases Intermediate 10mo ago
Top AI Certifications to Boost Your Career in 2025!
ML Fundamentals
Top AI Certifications to Boost Your Career in 2025!
edureka! Beginner 10mo ago
Why This AI Job Will Be In Huge Demand
ML Fundamentals
Why This AI Job Will Be In Huge Demand
Jean Lee Beginner 10mo ago
Where did convolution networks come from?
ML Fundamentals โšก AI Lesson
Where did convolution networks come from?
CodeEmporium Advanced 10mo ago
#17 Understanding Tuples in Python | Data Science for Beginners in Tamil
ML Fundamentals
#17 Understanding Tuples in Python | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 10mo ago
Part 3 | Hands-On End-to-End ML Model Deployment on Kubernetes | Build Machine Learning Model & API
ML Fundamentals
Part 3 | Hands-On End-to-End ML Model Deployment on Kubernetes | Build Machine Learning Model & API
Abonia Sojasingarayar Beginner 10mo ago
What is Machine Learning? Explained in 60 Seconds ๐Ÿค–
ML Fundamentals
What is Machine Learning? Explained in 60 Seconds ๐Ÿค–
AI Simplified Beginner 10mo ago
I became AI Product Owner with 9 years of Non-IT Work Exp ๐Ÿ”ฅ | Podcast with AI Coach John - Tamil
ML Fundamentals
I became AI Product Owner with 9 years of Non-IT Work Exp ๐Ÿ”ฅ | Podcast with AI Coach John - Tamil
AI Coach John (Tamil) Beginner 10mo ago
Office Hours on DuckDB - AWSGlue - Iceberg
ML Fundamentals
Office Hours on DuckDB - AWSGlue - Iceberg
MLOps.community Intermediate 10mo ago
๐Ÿ”ฅML Career Tip โ€“ How to Start Learning Machine Learning in 60 Seconds! #shorts#simplilearn
ML Fundamentals
๐Ÿ”ฅML Career Tip โ€“ How to Start Learning Machine Learning in 60 Seconds! #shorts#simplilearn
Simplilearn Beginner 10mo ago
Monte Carlo Tree Search - Computerphile
ML Fundamentals โšก AI Lesson
Monte Carlo Tree Search - Computerphile
Computerphile Beginner 10mo ago
Ai Machine Learning Deep Learning And Generative Ai Explained #shorts #ml #ai #deeplearning
ML Fundamentals โšก AI Lesson
Ai Machine Learning Deep Learning And Generative Ai Explained #shorts #ml #ai #deeplearning
WebKnower Beginner 10mo ago
EMBA Inspires - our annual alumni lifelong learning event
ML Fundamentals
EMBA Inspires - our annual alumni lifelong learning event
Saรฏd Business School, University of Oxford Beginner 10mo ago
Grokking, Generalization Collapse, and Dynamics of Training Deep Neural Nets [Charles Martin] - 734
ML Fundamentals โšก AI Lesson
Grokking, Generalization Collapse, and Dynamics of Training Deep Neural Nets [Charles Martin] - 734
The TWIML AI Podcast with Sam Charrington Advanced 10mo ago
How to turn your data into a knowledge graph in 5 lines of code
ML Fundamentals โšก AI Lesson
How to turn your data into a knowledge graph in 5 lines of code
Simon Willison (underfitted) Intermediate 10mo ago
Deep Learning Vs Machine Learning #shorts #ai #ml #machinelearning #deeplearning #computerscience
0:17
ML Fundamentals โšก AI Lesson
Deep Learning Vs Machine Learning #shorts #ai #ml #machinelearning #deeplearning #computerscience
WebKnower Beginner 10mo ago
Abstracts: March 21, 2024
ML Fundamentals โšก AI Lesson
Abstracts: March 21, 2024
Microsoft Research Advanced 10mo ago
PyTorch Docathon 2025 Kickoff
ML Fundamentals
PyTorch Docathon 2025 Kickoff
PyTorch Beginner 10mo ago
Our first GEN AI Resume Project Challenge is now LIVE ๐Ÿ”ฅ
ML Fundamentals โšก AI Lesson
Our first GEN AI Resume Project Challenge is now LIVE ๐Ÿ”ฅ
codebasics Beginner 10mo ago
Databricks Clean Rooms: GCP, Multi-Party Collaboration & Self-run of Notebooks
ML Fundamentals โšก AI Lesson
Databricks Clean Rooms: GCP, Multi-Party Collaboration & Self-run of Notebooks
Databricks Intermediate 10mo ago
#304 Accelerating Data Science | Nick Becker & Dan Hannah | NVIDIA & SES AI
ML Fundamentals โšก AI Lesson
#304 Accelerating Data Science | Nick Becker & Dan Hannah | NVIDIA & SES AI
DataCamp Beginner 10mo ago
Transition From Data Analyst to Gen AI Engineer-Debdoot Successful Transition @sunnysavita10
ML Fundamentals
Transition From Data Analyst to Gen AI Engineer-Debdoot Successful Transition @sunnysavita10
Krish Naik Beginner 10mo ago
Netflix Algorithm Secrets Revealed | Data Science in Tamil
ML Fundamentals
Netflix Algorithm Secrets Revealed | Data Science in Tamil
Arivi by HCL GUVI Beginner 10mo ago
AI Learns to Play Soccer (and breaks physics)
ML Fundamentals โšก AI Lesson
AI Learns to Play Soccer (and breaks physics)
AI Warehouse Beginner 10mo ago
๐Ÿ”ฅCracked 3 Job Offers with One AIML Course! | 20โ€“30% Salary Hike #shorts #simplilearn
ML Fundamentals
๐Ÿ”ฅCracked 3 Job Offers with One AIML Course! | 20โ€“30% Salary Hike #shorts #simplilearn
Simplilearn Beginner 10mo ago
Everything you need to know about MCP - A complete walkthrough of the protocol
ML Fundamentals โšก AI Lesson
Everything you need to know about MCP - A complete walkthrough of the protocol
Simon Willison (underfitted) Intermediate 11mo ago
Building AI Speeders with Machine Learning in Star Wars Outlaws | AI and Games #80
ML Fundamentals โšก AI Lesson
Building AI Speeders with Machine Learning in Star Wars Outlaws | AI and Games #80
AI and Games Beginner 11mo ago
Webinar event:  Executiveve MBA: career impact
ML Fundamentals
Webinar event: Executiveve MBA: career impact
Saรฏd Business School, University of Oxford Intermediate 11mo ago
Which Door Would You Choose? | Monty Hall Problem Explained!
ML Fundamentals
Which Door Would You Choose? | Monty Hall Problem Explained!
AI For Beginners Beginner 11mo ago
The Future of Work Might Not Include You
ML Fundamentals
The Future of Work Might Not Include You
Jean Lee Beginner 11mo ago
Understanding AI, ML, and generative AI
ML Fundamentals
Understanding AI, ML, and generative AI
Google Cloud Beginner 11mo ago
The history of AI that no one ever told you
ML Fundamentals โšก AI Lesson
The history of AI that no one ever told you
Matt Wolfe Beginner 11mo ago
Machine learning for beginners 101
0:44
ML Fundamentals โšก AI Lesson
Machine learning for beginners 101
Sajjaad Khader Beginner 11mo ago
Tricks to Fine Tuning // Prithviraj Ammanabrolu // MLOps Podcast #318
ML Fundamentals
Tricks to Fine Tuning // Prithviraj Ammanabrolu // MLOps Podcast #318
MLOps.community Advanced 11mo ago
CNNs 'Valid' vs 'Same' Padding ๐Ÿ“š - Zero Padding Terminology ๐Ÿ’ฌ - Topic 280 #ai #ml
ML Fundamentals โšก AI Lesson
CNNs 'Valid' vs 'Same' Padding ๐Ÿ“š - Zero Padding Terminology ๐Ÿ’ฌ - Topic 280 #ai #ml
deeplizard Beginner 11mo ago
Part 2 | Hands-On End-to-End ML Model Deployment on Kubernetes | Setup Podman and install Kind
ML Fundamentals
Part 2 | Hands-On End-to-End ML Model Deployment on Kubernetes | Setup Podman and install Kind
Abonia Sojasingarayar Beginner 11mo ago
Building a Real-world ML Project: Predictive Modeling, Evaluation, and Deployment
ML Fundamentals
Building a Real-world ML Project: Predictive Modeling, Evaluation, and Deployment
GeeksforGeeks Beginner 11mo ago
Darren Aronofsky and Demis Hassabis on storytelling in the age of AI
ML Fundamentals
Darren Aronofsky and Demis Hassabis on storytelling in the age of AI
Google for Developers Beginner 11mo ago
Best Degrees for Data Scientists (2025)
ML Fundamentals โšก AI Lesson
Best Degrees for Data Scientists (2025)
365 Data Science Beginner 11mo ago
CS50's Fundamentals of AI - Lecture 3 - Sensing (live, unedited)
ML Fundamentals
CS50's Fundamentals of AI - Lecture 3 - Sensing (live, unedited)
CS50 Beginner 11mo ago
Building and Evaluating Models: Linear Regression, Decision Trees, and Validation
ML Fundamentals
Building and Evaluating Models: Linear Regression, Decision Trees, and Validation
GeeksforGeeks Intermediate 11mo ago
Behind the lens: AI, creativity, and the future of filmmaking tools
ML Fundamentals
Behind the lens: AI, creativity, and the future of filmmaking tools
Google for Developers Beginner 11mo ago
#16 Python Data Structures Made Easy | Data Science for Beginners in Tamil
ML Fundamentals
#16 Python Data Structures Made Easy | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 10mo ago
Machine Learning For Everybody #shorts #machinelearning #course #ai #ytshorts #programming
ML Fundamentals โšก AI Lesson
Machine Learning For Everybody #shorts #machinelearning #course #ai #ytshorts #programming
WebKnower Beginner 10mo ago
#11 Python Input Validation & Error Handling Made Easy | Data Science for Beginners in Tamil
ML Fundamentals
#11 Python Input Validation & Error Handling Made Easy | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 11mo ago
The Secret To Promotion No One Tells You About
ML Fundamentals
The Secret To Promotion No One Tells You About
Jean Lee Beginner 11mo ago
#09 Level 4: Python Programming Concepts Explained | Data Science for Beginners Tamil
ML Fundamentals
#09 Level 4: Python Programming Concepts Explained | Data Science for Beginners Tamil
AI Coach John (Tamil) Beginner 11mo ago
#06 Data Types, Functions & Type Casting | Data Science for Beginners in Tamil
ML Fundamentals
#06 Data Types, Functions & Type Casting | Data Science for Beginners in Tamil
AI Coach John (Tamil) Beginner 11mo ago
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Cluster Analysis and Unsupervised Machine Learning in Python
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Population Health: Predictive Analytics
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Deep Neural Network for Beginners Using Python
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Infrastruktur AI: TPU Cloud
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Infrastruktur AI: TPU Cloud
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Interpretable Machine Learning Applications: Part 2
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Interpretable Machine Learning Applications: Part 2
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