Foundations

ML Fundamentals

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

13170
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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
Deep Learning Course for Beginners
ML Fundamentals
Deep Learning Course for Beginners
freeCodeCamp.org Beginner 1y ago
New course with Hugging Face: Quantization in Depth ๐Ÿค—
ML Fundamentals
New course with Hugging Face: Quantization in Depth ๐Ÿค—
DeepLearningAI Advanced 1y ago
Input Layer Learnable Parameter Count? ๐Ÿšซ - Network Basics ๐Ÿ“˜ - Topic 144 #ai #ml
ML Fundamentals
Input Layer Learnable Parameter Count? ๐Ÿšซ - Network Basics ๐Ÿ“˜ - Topic 144 #ai #ml
deeplizard Beginner 1y ago
5 Highest Paying Job Profile in Data Science
ML Fundamentals
5 Highest Paying Job Profile in Data Science
Analytics Vidhya Intermediate 1y ago
Deadlifts Make Everyday Tasks Easier - Gaining Functional Strength with Mandy ๐Ÿ’ช
ML Fundamentals
Deadlifts Make Everyday Tasks Easier - Gaining Functional Strength with Mandy ๐Ÿ’ช
deeplizard Beginner 1y ago
What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229
ML Fundamentals
What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229
MLOps.community Intermediate 1y ago
How Branch Prediction Works in CPUs - Computerphile
ML Fundamentals
How Branch Prediction Works in CPUs - Computerphile
Computerphile Intermediate 1y ago
How to Build Data Pipelines for ML Projects (w/ Python Code)
ML Fundamentals
How to Build Data Pipelines for ML Projects (w/ Python Code)
Shaw Talebi Beginner 1y ago
I used the first AI Software Engineer for a week. This is happening.
ML Fundamentals
I used the first AI Software Engineer for a week. This is happening.
Underfitted Beginner 1y ago
Uniform Manifold Approximation and Projection (UMAP) |  Dimensionality Reduction Techniques (5/5)
ML Fundamentals
Uniform Manifold Approximation and Projection (UMAP) | Dimensionality Reduction Techniques (5/5)
DeepFindr Beginner 1y ago
How to Use For Loops in Python | Learn Python Loops Step by Step
ML Fundamentals
How to Use For Loops in Python | Learn Python Loops Step by Step
DataCamp Beginner 1y ago
Struggling to land a job?
ML Fundamentals
Struggling to land a job?
codebasics Intermediate 1y ago
Don't underestimate the power of entry-level Professional Certificates on Coursera!
ML Fundamentals
Don't underestimate the power of entry-level Professional Certificates on Coursera!
Coursera Beginner 1y ago
Is Python easy to learn?
ML Fundamentals
Is Python easy to learn?
codebasics Beginner 1y ago
Future Climate Innovators: Summer School
ML Fundamentals
Future Climate Innovators: Summer School
Saรฏd Business School, University of Oxford Beginner 1y ago
OCW Learning Journeys: Emmanuel's Story #ArtificialIIntelligence #AI #Psychology #AnimalBehavior
ML Fundamentals
OCW Learning Journeys: Emmanuel's Story #ArtificialIIntelligence #AI #Psychology #AnimalBehavior
MIT OpenCourseWare Beginner 1y ago
4 Lessons from AI Consulting #freelancing
ML Fundamentals
4 Lessons from AI Consulting #freelancing
Shaw Talebi Intermediate 1y ago
Human Stories in AI: Simon Stochholm
ML Fundamentals
Human Stories in AI: Simon Stochholm
StatQuest with Josh Starmer Beginner 1y ago
Astribot S1: Hello World! ๐ŸŒŽ
ML Fundamentals
Astribot S1: Hello World! ๐ŸŒŽ
Analytics Vidhya Intermediate 1y ago
โญ•Check the Community for Registration link          โญ•Also call / Whatsapp us on : 7736272223๐Ÿ“ž
ML Fundamentals
โญ•Check the Community for Registration link โญ•Also call / Whatsapp us on : 7736272223๐Ÿ“ž
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
How save on your Illinois Tech Bachelor of IT with prior learning credit
ML Fundamentals
How save on your Illinois Tech Bachelor of IT with prior learning credit
Coursera Beginner 1y ago
Global Director of Hiring & Affinity at McKinsey Roselyn Cason-Marcus at OABF panel discussion
ML Fundamentals
Global Director of Hiring & Affinity at McKinsey Roselyn Cason-Marcus at OABF panel discussion
Saรฏd Business School, University of Oxford Intermediate 1y ago
Why I Stopped Self-Hosting
ML Fundamentals
Why I Stopped Self-Hosting
NeetCodeIO Beginner 1y ago
Log_e Song - Official Lyric Video
ML Fundamentals
Log_e Song - Official Lyric Video
StatQuest with Josh Starmer Beginner 1y ago
Petar VelicฬŒkovicฬ - Categorical Deep Learning: An Algebraic Theory of Architectures
ML Fundamentals
Petar VelicฬŒkovicฬ - Categorical Deep Learning: An Algebraic Theory of Architectures
Cohere Advanced 1y ago
Accelerating drug discovery with AI: Insights from Isomorphic Labs
ML Fundamentals
Accelerating drug discovery with AI: Insights from Isomorphic Labs
Weights & Biases Beginner 1y ago
Image Classification using CNN | Machine Learning Projects | GeeksforGeeks
ML Fundamentals
Image Classification using CNN | Machine Learning Projects | GeeksforGeeks
GeeksforGeeks Beginner 1y ago
GPUs For Machine Learning - How To Use Them For Free
ML Fundamentals
GPUs For Machine Learning - How To Use Them For Free
NeuralNine Beginner 1y ago
The most dangerous problem in math
ML Fundamentals
The most dangerous problem in math
Veritasium Beginner 1y ago
The First Fraction of a Second | Crash Course Pods: The Universe #1
ML Fundamentals
The First Fraction of a Second | Crash Course Pods: The Universe #1
CrashCourse Beginner 1y ago
Audio classification - ML on Web with MediaPipe: Episode 7
ML Fundamentals
Audio classification - ML on Web with MediaPipe: Episode 7
Google for Developers Beginner 1y ago
Hidden Layer Learnable Parameters ๐Ÿ”— - Beginner's Guide ๐Ÿ”ข - Topic 143 #ai #ml
ML Fundamentals
Hidden Layer Learnable Parameters ๐Ÿ”— - Beginner's Guide ๐Ÿ”ข - Topic 143 #ai #ml
deeplizard Beginner 1y ago
Which Three Things? ๐Ÿค” - Counting Learnable Parameters ๐Ÿ“Š - Topic 142 #ai #ml
ML Fundamentals
Which Three Things? ๐Ÿค” - Counting Learnable Parameters ๐Ÿ“Š - Topic 142 #ai #ml
deeplizard Beginner 1y ago
Hidden Layer Bias Nodes 101 ๐Ÿ”Ž - Biases & Weights ๐ŸŽš๏ธ - Topic 141 #ai #ml
ML Fundamentals
Hidden Layer Bias Nodes 101 ๐Ÿ”Ž - Biases & Weights ๐ŸŽš๏ธ - Topic 141 #ai #ml
deeplizard Beginner 1y ago
Network Learnable Parameters ๐Ÿงฎ - For Beginners ๐Ÿ” - Topic 140 #ai #ml
ML Fundamentals
Network Learnable Parameters ๐Ÿงฎ - For Beginners ๐Ÿ” - Topic 140 #ai #ml
deeplizard Beginner 1y ago
If I Marry "Data Science & AI" As A Profession...
ML Fundamentals
If I Marry "Data Science & AI" As A Profession...
codebasics Intermediate 1y ago
Network Size 101 ๐Ÿ“ - Complexity in Numbers ๐Ÿ”ข - Topic 139 #ai #ml
ML Fundamentals
Network Size 101 ๐Ÿ“ - Complexity in Numbers ๐Ÿ”ข - Topic 139 #ai #ml
deeplizard Beginner 1y ago
Learnable Parameters ๐Ÿงฌ - Neural Networks 101 ๐Ÿ“˜ - Topic 138 #ai #ml
ML Fundamentals
Learnable Parameters ๐Ÿงฌ - Neural Networks 101 ๐Ÿ“˜ - Topic 138 #ai #ml
deeplizard Beginner 1y ago
Swap Screen for Green ๐ŸŒฟ๐Ÿ Enhance Mood and Muscles Outdoors with Mandy ๐Ÿ’ช
ML Fundamentals
Swap Screen for Green ๐ŸŒฟ๐Ÿ Enhance Mood and Muscles Outdoors with Mandy ๐Ÿ’ช
deeplizard Beginner 1y ago
How to get Degree Credits from Prior Learning Credit on Coursera
ML Fundamentals
How to get Degree Credits from Prior Learning Credit on Coursera
Coursera Beginner 1y ago
How save on your Illinois Tech Master of Data Science with prior learning credit
ML Fundamentals
How save on your Illinois Tech Master of Data Science with prior learning credit
Coursera Beginner 1y ago
Prior Learning Credit from Illinois Tech on Coursera
ML Fundamentals
Prior Learning Credit from Illinois Tech on Coursera
Coursera Beginner 1y ago
Classifying with Bias ๐Ÿท๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 137 #ai #ml
ML Fundamentals
Classifying with Bias ๐Ÿท๏ธ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 137 #ai #ml
deeplizard Beginner 1y ago
Best Fit Line With Bias ๐ŸŽฏ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 136 #ai #ml
ML Fundamentals
Best Fit Line With Bias ๐ŸŽฏ - Deep Learning Beginner ๐Ÿ‘ถ - Topic 136 #ai #ml
deeplizard Beginner 1y ago
FAMILY OF 1 MILLION โค๏ธ #codebasics #data #dataanalyst #datascientist #ai
ML Fundamentals
FAMILY OF 1 MILLION โค๏ธ #codebasics #data #dataanalyst #datascientist #ai
codebasics Beginner 1y ago
Master Data Analyst in 2024 with This Proven Roadmap
ML Fundamentals
Master Data Analyst in 2024 with This Proven Roadmap
Analytics Vidhya Intermediate 1y ago
Why use Bias in Neural Networks โ” - Fitting Data Flexibly ๐Ÿงฉ - Topic 135 #ai #ml
ML Fundamentals
Why use Bias in Neural Networks โ” - Fitting Data Flexibly ๐Ÿงฉ - Topic 135 #ai #ml
deeplizard Beginner 1y ago
Take this Scam Test #codebasics #data #dataanalyst #datascientist
ML Fundamentals
Take this Scam Test #codebasics #data #dataanalyst #datascientist
codebasics Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Cloud Virtualization, Containers and APIs
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Cloud Virtualization, Containers and APIs
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Machine Learning Foundations for Product Managers
๐Ÿ“š Coursera Course โ†—
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Machine Learning Foundations for Product Managers
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Master Java Build Tools for ML Projects
๐Ÿ“š Coursera Course โ†—
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Master Java Build Tools for ML Projects
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The Finite Element Method for Problems in Physics
๐Ÿ“š Coursera Course โ†—
Self-paced
The Finite Element Method for Problems in Physics
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Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
๐Ÿ“š Coursera Course โ†—
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Orchestrating a TFX Pipeline with Airflow
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Orchestrating a TFX Pipeline with Airflow
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