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
Junior vs Senior vs Staff vs Principal Data Scientist
ML Fundamentals ⚡ AI Lesson
Junior vs Senior vs Staff vs Principal Data Scientist
Aladdin Persson Beginner 1y ago
Data Analyst vs Machine Learning Engineer vs Data Scientist roles
ML Fundamentals
Data Analyst vs Machine Learning Engineer vs Data Scientist roles
Aladdin Persson Beginner 1y ago
Can AI survive India’s Got Latent COMEDY?
ML Fundamentals
Can AI survive India’s Got Latent COMEDY?
GeeksforGeeks Beginner 1y ago
LoG Conference 2024 Day 3, Part 1/2 - Tutorial on Graph Deep Learning for Time Series Processing
ML Fundamentals
LoG Conference 2024 Day 3, Part 1/2 - Tutorial on Graph Deep Learning for Time Series Processing
Learning on Graphs Conference Beginner 1y ago
Day 4- Python From Start- Building End To End Gen AI And Agentic AI Projects Skeleton
ML Fundamentals
Day 4- Python From Start- Building End To End Gen AI And Agentic AI Projects Skeleton
Krish Naik Beginner 1y ago
Machine Learning vs Deep Learning
ML Fundamentals
Machine Learning vs Deep Learning
codebasics Beginner 1y ago
Tackling Threats to International Security | MA in IRSS | JGU
ML Fundamentals
Tackling Threats to International Security | MA in IRSS | JGU
Coursera Beginner 1y ago
THIS is Why Machine Learning Is Hard For you
ML Fundamentals
THIS is Why Machine Learning Is Hard For you
Infinite Codes Beginner 1y ago
The wellbeing of people and planet | Impact Finance Innovations Programme
ML Fundamentals ⚡ AI Lesson
The wellbeing of people and planet | Impact Finance Innovations Programme
Saïd Business School, University of Oxford Intermediate 1y ago
Maxis Transforms Employee Productivity and Customer Experience through Data and AI Upskilling
ML Fundamentals
Maxis Transforms Employee Productivity and Customer Experience through Data and AI Upskilling
Coursera Beginner 1y ago
How Much Math Do You Need For Machine Learning?
ML Fundamentals ⚡ AI Lesson
How Much Math Do You Need For Machine Learning?
NeuralNine Beginner 1y ago
Best Practices for Effective Data Visualization In Machine Learning!
ML Fundamentals
Best Practices for Effective Data Visualization In Machine Learning!
AI For Beginners Beginner 1y ago
What is Computer Vision? | How does it work? | Watch to Know!
ML Fundamentals
What is Computer Vision? | How does it work? | Watch to Know!
GeeksforGeeks Beginner 1y ago
Stanford AA228V I Validation of Safety Critical Systems I Introduction & Overview
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Introduction & Overview
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How to Get a Machine Learning Job! Ft. Apple MLE (ex-Meta, TikTok)
ML Fundamentals
How to Get a Machine Learning Job! Ft. Apple MLE (ex-Meta, TikTok)
CareersTalks with Tamer Beginner 1y ago
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ML Fundamentals
Introducing '𝐓𝐇𝐄 𝐄𝐍𝐓𝐑𝐈 𝐂𝐎𝐃𝐄' Free Python Tutorials
Entri Coding മലയാളം Beginner 1y ago
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ML Fundamentals
Artificial Intelligence the hero or villain of software testing? | AI vs Testing | Entri Coding
Entri Coding മലയാളം Beginner 1y ago
This Actual HUMANOID is run by JUST a 7B AI Model!!!
ML Fundamentals ⚡ AI Lesson
This Actual HUMANOID is run by JUST a 7B AI Model!!!
1littlecoder Beginner 1y ago
Databricks at NRF 2025
ML Fundamentals ⚡ AI Lesson
Databricks at NRF 2025
Databricks Intermediate 1y ago
Python: The MUST-HAVE Skill for AI
ML Fundamentals
Python: The MUST-HAVE Skill for AI
AssemblyAI Intermediate 1y ago
Celia Rubio Madrigal - Rewiring Graph Neural Networks: When Less is More and Structure Matters
ML Fundamentals ⚡ AI Lesson
Celia Rubio Madrigal - Rewiring Graph Neural Networks: When Less is More and Structure Matters
Cohere Advanced 1y ago
Real World Applications of Machine Learning. #shorts #data #machinelearning #datascientist
ML Fundamentals
Real World Applications of Machine Learning. #shorts #data #machinelearning #datascientist
codebasics Intermediate 1y ago
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ML Fundamentals ⚡ AI Lesson
Alinta Energy powers its data future with Databricks Data Intelligence Platform
Databricks Beginner 1y ago
AI and Machine Learning Roadmap - For ANYONE!
ML Fundamentals
AI and Machine Learning Roadmap - For ANYONE!
Jean Lee Intermediate 1y ago
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ML Fundamentals ⚡ AI Lesson
🚀 Ultimate AI GPU Comparison Tool - Which GPU is Right for You? 🔍
TheDataDaddi Advanced 1y ago
Supervised Learning Explained in 60 Sec!  #Shorts #AIExplained #MachineLearning #HowAIWorks
ML Fundamentals
Supervised Learning Explained in 60 Sec! #Shorts #AIExplained #MachineLearning #HowAIWorks
Logical Lenses Beginner 1y ago
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ML Fundamentals
How Generative AI is Changing Freelancing Forever!
Analytics Vidhya Intermediate 1y ago
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ML Fundamentals
End to End Gen AI Course | Session 2 | Build LLM Model |Tokenization
GEN AI hub Beginner 1y ago
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ML Fundamentals
Introduction to Deep Learning in Tamil | Understanding Sigmoid Neurons & Gradient Descent
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ML Fundamentals
Course Overview: Foundations of the Hydrogen Economy
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Finding The Slope Algorithm (Forward Mode Automatic Differentiation) - Computerphile
ML Fundamentals ⚡ AI Lesson
Finding The Slope Algorithm (Forward Mode Automatic Differentiation) - Computerphile
Computerphile Intermediate 1y ago
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ML Fundamentals ⚡ AI Lesson
Accelerating Mixture of Experts Training With Rail Optimized InfiniBand Networking in Crusoe Cloud
AI Engineer Advanced 1y ago
Day - 3 Python , Use of Data structures in Real world projects
ML Fundamentals
Day - 3 Python , Use of Data structures in Real world projects
Krish Naik Beginner 1y ago
Master AI in 10 Hours (2026) | The Ultimate AI Course (Learn AI in 10 Hours!) | Edureka
ML Fundamentals
Master AI in 10 Hours (2026) | The Ultimate AI Course (Learn AI in 10 Hours!) | Edureka
edureka! Beginner 1y ago
How To Become A Self-Taught ML or AI Engineer Today
ML Fundamentals
How To Become A Self-Taught ML or AI Engineer Today
Jean Lee Beginner 1y ago
Screen Walk with Computational Mama
ML Fundamentals
Screen Walk with Computational Mama
Screen Walks Beginner 1y ago
Which version of Google Colab do I need?
ML Fundamentals
Which version of Google Colab do I need?
Google Cloud Tech Beginner 1y ago
Doing salary negotiations the right way
ML Fundamentals
Doing salary negotiations the right way
Aladdin Persson Beginner 1y ago
Discover the Master of Data Science from the University of Pittsburgh 2.20.25.
ML Fundamentals
Discover the Master of Data Science from the University of Pittsburgh 2.20.25.
Coursera Beginner 1y ago
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ML Fundamentals ⚡ AI Lesson
How to apply and get into a PhD
Aladdin Persson Beginner 1y ago
How the IBM IT Support Skills Professional Certificate Benefits Every Professional
ML Fundamentals
How the IBM IT Support Skills Professional Certificate Benefits Every Professional
Coursera Beginner 1y ago
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ML Fundamentals
BEST CS INTERVIEW QUESTIONS FOR 2025 | HOW TO CRACK YOUR DREAM JOBS | ENTRI CODING
Entri Coding മലയാളം Beginner 1y ago
University of London's Shape Your Future with an Online Business Bachelor's Degree 2.18.25.
ML Fundamentals
University of London's Shape Your Future with an Online Business Bachelor's Degree 2.18.25.
Coursera Beginner 1y ago
Number of Projects on a Data Analyst's Resume #shorts #data #dataanalyst
ML Fundamentals
Number of Projects on a Data Analyst's Resume #shorts #data #dataanalyst
codebasics Intermediate 1y ago
AI IN SOFTWARE TESTING | THE FUTURE OF QUALITY ASSURANCE | WEBINAR
ML Fundamentals
AI IN SOFTWARE TESTING | THE FUTURE OF QUALITY ASSURANCE | WEBINAR
Entri Coding മലയാളം Beginner 1y ago
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ML Fundamentals
The Hidden Problems of Dating Apps | Valentine's Day Special | Software Testing
Entri Coding മലയാളം Beginner 1y ago
WVU Online Software Engineering Graduate Program Information Webinar 2.12.25.
ML Fundamentals
WVU Online Software Engineering Graduate Program Information Webinar 2.12.25.
Coursera Beginner 1y ago
Big Tech's New Hiring Rule: AI Over Humans
ML Fundamentals
Big Tech's New Hiring Rule: AI Over Humans
Jean Lee Beginner 1y ago
📚 Continue on Coursera External links · Free to audit
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