Foundations

ML Fundamentals

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

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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
Learn AI & Machine Learning, For FREE!
ML Fundamentals
Learn AI & Machine Learning, For FREE!
Jean Lee Beginner 1y ago
Top 5 Technologies to Learn in 2025
ML Fundamentals
Top 5 Technologies to Learn in 2025
edureka! Beginner 1y ago
Receptive Fields - Explained
ML Fundamentals โšก AI Lesson
Receptive Fields - Explained
CodeEmporium Advanced 1y ago
Problems with CNNs Reducing Dimensions ๐Ÿ”ข - Deep Learning Beginner ๐Ÿ‘ถ - Topic 274 #ai #ml
ML Fundamentals โšก AI Lesson
Problems with CNNs Reducing Dimensions ๐Ÿ”ข - Deep Learning Beginner ๐Ÿ‘ถ - Topic 274 #ai #ml
deeplizard Beginner 1y ago
10 Essential Skills for Future Tech Jobs!
ML Fundamentals
10 Essential Skills for Future Tech Jobs!
edureka! Beginner 1y ago
Brainf*ck PURE MADNESS. #programming #coding #python #code
ML Fundamentals
Brainf*ck PURE MADNESS. #programming #coding #python #code
MikixIT Intermediate 1y ago
Top Python Libraries & Frameworks You NEED to Know! ๐Ÿ
0:06
ML Fundamentals โšก AI Lesson
Top Python Libraries & Frameworks You NEED to Know! ๐Ÿ
CydexCode Beginner 1y ago
The Voice of the AI Engineer
ML Fundamentals
The Voice of the AI Engineer
Latent Space Beginner 1y ago
Cross Entropy Loss Function in Deep Learning | Deep Learning in Tamil | Adi Explains
ML Fundamentals
Cross Entropy Loss Function in Deep Learning | Deep Learning in Tamil | Adi Explains
Adi Explains Beginner 1y ago
AI, Machine Learning, Deep Learning: Whatโ€™s the Difference?
ML Fundamentals
AI, Machine Learning, Deep Learning: Whatโ€™s the Difference?
Jean Lee Beginner 1y ago
NBA MVP Machine Learning Prediction โ€ผ๏ธ
ML Fundamentals
NBA MVP Machine Learning Prediction โ€ผ๏ธ
Sajjaad Khader Beginner 1y ago
End to End Data Provenance and Compliance for GenAI Pipelines #ai #datacompliance #genai
ML Fundamentals โšก AI Lesson
End to End Data Provenance and Compliance for GenAI Pipelines #ai #datacompliance #genai
Data Science Dojo Intermediate 1y ago
Formula for CNN Output Dimensions ๐Ÿ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 273 #ai #ml
ML Fundamentals โšก AI Lesson
Formula for CNN Output Dimensions ๐Ÿ“ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 273 #ai #ml
deeplizard Beginner 1y ago
Comfort Kills Innovation: Why Diversity Fuels Creativity
ML Fundamentals
Comfort Kills Innovation: Why Diversity Fuels Creativity
Coursera Beginner 1y ago
Tracking elephants with AI!
ML Fundamentals
Tracking elephants with AI!
MLOps.community Intermediate 1y ago
Unitree G1 LiDAR, SLAM, navigation and control. Dev w/ G1 Humanoid P.2
ML Fundamentals โšก AI Lesson
Unitree G1 LiDAR, SLAM, navigation and control. Dev w/ G1 Humanoid P.2
Sentdex Advanced 1y ago
A Fever Dream of Machine Learning Framework Composability
ML Fundamentals โšก AI Lesson
A Fever Dream of Machine Learning Framework Composability
Microsoft Research Advanced 1y ago
Network Manipulation
ML Fundamentals โšก AI Lesson
Network Manipulation
Data Skeptic Beginner 1y ago
Brainfuck was created in 1993โ€ฆ WHY? #programming #coding #python #code
ML Fundamentals
Brainfuck was created in 1993โ€ฆ WHY? #programming #coding #python #code
MikixIT Intermediate 1y ago
Why Finance is crucial to cancer drug development
ML Fundamentals
Why Finance is crucial to cancer drug development
MIT OpenCourseWare Intermediate 1y ago
Finance for public good
ML Fundamentals
Finance for public good
MIT OpenCourseWare Intermediate 1y ago
Contextual Bandits : Data Science Concepts
ML Fundamentals โšก AI Lesson
Contextual Bandits : Data Science Concepts
ritvikmath Intermediate 1y ago
Practical Applications of AI & Machine Learning #ai #machinelearning #data #shorts #aiengineer
ML Fundamentals โšก AI Lesson
Practical Applications of AI & Machine Learning #ai #machinelearning #data #shorts #aiengineer
codebasics Intermediate 1y ago
Softmax Function Step-by-Step in Tamil | Deep Learning for Beginners | Adi Explains
ML Fundamentals
Softmax Function Step-by-Step in Tamil | Deep Learning for Beginners | Adi Explains
Adi Explains Beginner 1y ago
Unboxing the Unitree G1 Edu Humanoid
ML Fundamentals โšก AI Lesson
Unboxing the Unitree G1 Edu Humanoid
Sentdex Advanced 1y ago
Rivian Accelerates Electric Vehicle Innovation with the Databricks Data Intelligence Platform
ML Fundamentals โšก AI Lesson
Rivian Accelerates Electric Vehicle Innovation with the Databricks Data Intelligence Platform
Databricks Intermediate 1y ago
Why People Resist Change at Work & How to Fix It
ML Fundamentals
Why People Resist Change at Work & How to Fix It
Coursera Beginner 1y ago
Etsy at Google Cloud Next
ML Fundamentals
Etsy at Google Cloud Next
Google Cloud Beginner 1y ago
Machine learning in 5 mins ๐Ÿค™
ML Fundamentals
Machine learning in 5 mins ๐Ÿค™
Sajjaad Khader Beginner 1y ago
Blink and You'll Miss It: Tech's Next Big Leap
ML Fundamentals
Blink and You'll Miss It: Tech's Next Big Leap
MLOps.community Intermediate 1y ago
Roadmap to a successful tech career in 2025
ML Fundamentals
Roadmap to a successful tech career in 2025
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Databricks Streaming Table Sharing
ML Fundamentals โšก AI Lesson
Databricks Streaming Table Sharing
Databricks Intermediate 1y ago
Konstantin  Schuerholt  - Weight Space Learning  Treating Neural Network Weights as Data
ML Fundamentals
Konstantin Schuerholt - Weight Space Learning Treating Neural Network Weights as Data
Cohere Beginner 1y ago
Can AI Understand Indian Comedy? | Understand Sentiment Analysis in 8 Minutes!
ML Fundamentals
Can AI Understand Indian Comedy? | Understand Sentiment Analysis in 8 Minutes!
GeeksforGeeks Beginner 1y ago
Machine Learning on AWS
ML Fundamentals โšก AI Lesson
Machine Learning on AWS
DataCamp Beginner 1y ago
Shining light on the learning brain: Estimating mental workload in a simulated flight task using opt
ML Fundamentals
Shining light on the learning brain: Estimating mental workload in a simulated flight task using opt
Microsoft Research Intermediate 1y ago
Essential Machine Learning and AI Concepts Animated
ML Fundamentals โšก AI Lesson
Essential Machine Learning and AI Concepts Animated
freeCodeCamp.org Beginner 1y ago
How to query data using Spice, OpenAI and MCP
ML Fundamentals โšก AI Lesson
How to query data using Spice, OpenAI and MCP
Underfitted Intermediate 1y ago
Visual Pathway - Explained
ML Fundamentals โšก AI Lesson
Visual Pathway - Explained
CodeEmporium Advanced 1y ago
This is the best terminal you can run on your computer
ML Fundamentals โšก AI Lesson
This is the best terminal you can run on your computer
Underfitted Beginner 1y ago
AI-First Workplaces Are Already Here
ML Fundamentals
AI-First Workplaces Are Already Here
Jean Lee Beginner 1y ago
Machine Learning EXPLAINED In 60 Seconds
ML Fundamentals
Machine Learning EXPLAINED In 60 Seconds
edureka! Beginner 1y ago
Why Convolutional Filters Reduce Dimensions ๐Ÿง - DL Beginner ๐Ÿ” - Topic 272 #ai #ml
ML Fundamentals โšก AI Lesson
Why Convolutional Filters Reduce Dimensions ๐Ÿง - DL Beginner ๐Ÿ” - Topic 272 #ai #ml
deeplizard Beginner 1y ago
Top Technologies to Learn for Career Growth (2025 Update)
ML Fundamentals
Top Technologies to Learn for Career Growth (2025 Update)
edureka! Beginner 1y ago
Reducing Image Dimensions ๐Ÿ“‰ - Convolutional Filters in CNNs ๐ŸŒ - Topic 271 #ai #ml
ML Fundamentals โšก AI Lesson
Reducing Image Dimensions ๐Ÿ“‰ - Convolutional Filters in CNNs ๐ŸŒ - Topic 271 #ai #ml
deeplizard Beginner 1y ago
Databricks Materialized View Sharing
ML Fundamentals โšก AI Lesson
Databricks Materialized View Sharing
Databricks Intermediate 1y ago
Machine Learning: How I wish I was taught
ML Fundamentals
Machine Learning: How I wish I was taught
Sajjaad Khader Beginner 1y ago
Comparing CNN and Fully Connected Layers ๐Ÿค” - Layer Connectivity Insights ๐Ÿ” - Topic 270 #ai #ml
ML Fundamentals โšก AI Lesson
Comparing CNN and Fully Connected Layers ๐Ÿค” - Layer Connectivity Insights ๐Ÿ” - Topic 270 #ai #ml
deeplizard Beginner 1y ago
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