Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

12,184
lessons
Skills in this topic
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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 AA228V I Validation of Safety Critical Systems I Introduction & Overview
ML Fundamentals
Stanford AA228V I Validation of Safety Critical Systems I Introduction & Overview
Stanford Online Beginner 1y ago
Big Data Engineering Bootcamp with GCP & Azure Walkthrough & QnA
ML Fundamentals
Big Data Engineering Bootcamp with GCP & Azure Walkthrough & QnA
Krish Naik Beginner 1y ago
Introducing '๐“๐‡๐„ ๐„๐๐“๐‘๐ˆ ๐‚๐Ž๐ƒ๐„' Free Python Tutorials
ML Fundamentals
Introducing '๐“๐‡๐„ ๐„๐๐“๐‘๐ˆ ๐‚๐Ž๐ƒ๐„' Free Python Tutorials
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Artificial Intelligence the hero or villain of software testing? | AI vs Testing | Entri Coding
ML Fundamentals
Artificial Intelligence the hero or villain of software testing? | AI vs Testing | Entri Coding
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
This Actual HUMANOID is run by JUST a 7B AI Model!!!
ML Fundamentals โšก AI Lesson
This Actual HUMANOID is run by JUST a 7B AI Model!!!
1littlecoder Beginner 1y ago
Databricks at NRF 2025
ML Fundamentals โšก 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
Dimension Reduction with Max Pooling ๐Ÿ“ - Beginner Example ๐ŸŒŸ - Topic 253 #ai #ml
ML Fundamentals โšก AI Lesson
Dimension Reduction with Max Pooling ๐Ÿ“ - Beginner Example ๐ŸŒŸ - Topic 253 #ai #ml
deeplizard Beginner 1y ago
The Lifecycle of Machine Learning Systems with Ryan Stevens (Ramp)
ML Fundamentals โšก AI Lesson
The Lifecycle of Machine Learning Systems with Ryan Stevens (Ramp)
Outerbounds Beginner 1y ago
Thien Tran - Low bit training
ML Fundamentals
Thien Tran - Low bit training
Cohere Advanced 1y ago
Celia Rubio Madrigal - Rewiring Graph Neural Networks: When Less is More and Structure Matters
ML Fundamentals โšก 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
Alinta Energy powers its data future with Databricks Data Intelligence Platform
ML Fundamentals โšก AI Lesson
Alinta Energy powers its data future with Databricks Data Intelligence Platform
Databricks 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
AI and Machine Learning Roadmap - For ANYONE!
ML Fundamentals
AI and Machine Learning Roadmap - For ANYONE!
Jean Lee Intermediate 1y ago
๐Ÿš€ Ultimate AI GPU Comparison Tool - Which GPU is Right for You? ๐Ÿ”
ML Fundamentals โšก AI Lesson
๐Ÿš€ Ultimate AI GPU Comparison Tool - Which GPU is Right for You? ๐Ÿ”
TheDataDaddi Advanced 1y ago
Boltzmann Machine - Explained!
ML Fundamentals โšก AI Lesson
Boltzmann Machine - Explained!
CodeEmporium Beginner 1y ago
Step-by-Step Max Pooling ๐Ÿšถโ€โ™‚๏ธ - Visualizing Operation Output ๐Ÿ“Š - Topic 252 #ai #ml
ML Fundamentals โšก AI Lesson
Step-by-Step Max Pooling ๐Ÿšถโ€โ™‚๏ธ - Visualizing Operation Output ๐Ÿ“Š - Topic 252 #ai #ml
deeplizard 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
How Generative AI is Changing Freelancing Forever!
ML Fundamentals
How Generative AI is Changing Freelancing Forever!
Analytics Vidhya Intermediate 1y ago
Introduction to Deep Learning in Tamil | Understanding Sigmoid Neurons & Gradient Descent
ML Fundamentals
Introduction to Deep Learning in Tamil | Understanding Sigmoid Neurons & Gradient Descent
Adi Explains Beginner 1y ago
Course Overview: Foundations of the Hydrogen Economy
ML Fundamentals
Course Overview: Foundations of the Hydrogen Economy
Stanford Online Beginner 1y ago
drawdata: The Perfect Way To Learn Machine Learning in Python
ML Fundamentals โšก AI Lesson
drawdata: The Perfect Way To Learn Machine Learning in Python
NeuralNine Beginner 1y ago
Finding The Slope Algorithm (Forward Mode Automatic Differentiation) - Computerphile
ML Fundamentals โšก AI Lesson
Finding The Slope Algorithm (Forward Mode Automatic Differentiation) - Computerphile
Computerphile Intermediate 1y ago
Accelerating Mixture of Experts Training With Rail Optimized InfiniBand Networking in Crusoe Cloud
ML Fundamentals โšก AI Lesson
Accelerating Mixture of Experts Training With Rail Optimized InfiniBand Networking in Crusoe Cloud
AI Engineer Advanced 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
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
Python Full Course for Beginners
ML Fundamentals โšก AI Lesson
Python Full Course for Beginners
Programming with Mosh 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
Indiaโ€™s Warning on DeepSeek AI โ€“ Privacy Risk or Hype?
ML Fundamentals
Indiaโ€™s Warning on DeepSeek AI โ€“ Privacy Risk or Hype?
Analytics Vidhya Intermediate 1y ago
Hopfield Networks - Explained!
ML Fundamentals โšก AI Lesson
Hopfield Networks - Explained!
CodeEmporium Advanced 1y ago
A Magic Square Breakthrough - Numberphile
ML Fundamentals
A Magic Square Breakthrough - Numberphile
Numberphile Beginner 1y ago
Webinar: Supercharging data and compute-intensive Python with Outerbounds and Snowflake
ML Fundamentals โšก AI Lesson
Webinar: Supercharging data and compute-intensive Python with Outerbounds and Snowflake
Outerbounds Intermediate 1y ago
How to choose the right machine learning algorithms accelerators
ML Fundamentals
How to choose the right machine learning algorithms accelerators
Google Cloud Tech Beginner 1y ago
What Is an AI Developer? (And How Are They Different from AI Engineers?)
ML Fundamentals โšก AI Lesson
What Is an AI Developer? (And How Are They Different from AI Engineers?)
365 Data Science Beginner 1y ago
BEST CS INTERVIEW QUESTIONS FOR 2025 | HOW TO CRACK YOUR DREAM JOBS | ENTRI CODING
ML Fundamentals
BEST CS INTERVIEW QUESTIONS FOR 2025 | HOW TO CRACK YOUR DREAM JOBS | ENTRI CODING
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 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 เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
The Hidden Problems of Dating Apps | Valentine's Day Special | Software Testing
ML Fundamentals
The Hidden Problems of Dating Apps | Valentine's Day Special | Software Testing
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Understanding Strides & Windows ๐Ÿ–ผ๏ธ - Max Pooling Demo: Configuring Filters ๐Ÿ” - Topic 251 #ai #ml
ML Fundamentals โšก AI Lesson
Understanding Strides & Windows ๐Ÿ–ผ๏ธ - Max Pooling Demo: Configuring Filters ๐Ÿ” - Topic 251 #ai #ml
deeplizard 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
Day 2- Python From Start-Building End to End ML Projects Skeleton
ML Fundamentals
Day 2- Python From Start-Building End to End ML Projects Skeleton
Krish Naik Beginner 1y ago
Max Pooling Review For Beginners ๐ŸŒŠ - Demo Introduction ๐Ÿ–ผ๏ธ - Topic 250 #ai #ml
ML Fundamentals โšก AI Lesson
Max Pooling Review For Beginners ๐ŸŒŠ - Demo Introduction ๐Ÿ–ผ๏ธ - Topic 250 #ai #ml
deeplizard Beginner 1y ago
Top 5 Best CS Projects for 2025 | AI Project Ideas | Entri Coding
ML Fundamentals
Top 5 Best CS Projects for 2025 | AI Project Ideas | Entri Coding
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Day 1- Python Environment Setup, Industry Project Configuration And Package Management
ML Fundamentals
Day 1- Python Environment Setup, Industry Project Configuration And Package Management
Krish Naik Beginner 1y ago
Millions of Jobs Replaced by AI, But These 5 Are Skyrocketing
ML Fundamentals
Millions of Jobs Replaced by AI, But These 5 Are Skyrocketing
Jean Lee Beginner 1y ago
7 Principles of Software Testing | Tutorial | Software Testing Future
ML Fundamentals
7 Principles of Software Testing | Tutorial | Software Testing Future
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Processamento Neural de Linguagem Natural em Portuguรชs I
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Processamento Neural de Linguagem Natural em Portuguรชs I
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Harden AI: Secure Your ML Pipelines
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Harden AI: Secure Your ML Pipelines
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Basic Math: Integrals
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Basic Math: Integrals
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Advanced Deployment Scenarios with TensorFlow
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Maximizing the Generative AI Value
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AWS: Machine Learning & MLOps Foundations
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