Foundations

ML Fundamentals

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

12,048
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
Why You Should Always Set a Random Seed in Data Science!
ML Fundamentals โšก AI Lesson
Why You Should Always Set a Random Seed in Data Science!
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ML Fundamentals โšก AI Lesson
Mufan Li - Introduction to Neural Network Scaling Limits
Cohere Advanced 9mo ago
Python Deep Learning And Neural Networks With TensorFlow | TensorFlow Complete Guide | Simplilearn
ML Fundamentals
Python Deep Learning And Neural Networks With TensorFlow | TensorFlow Complete Guide | Simplilearn
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ML Fundamentals
Ai Episode 5 | AI Problem-Solving Explained | From Toy Problems to Real-World Solutions
The Explain Lab Beginner 9mo ago
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ML Fundamentals โšก AI Lesson
Why neural networks are so deep? (AlexNet - Explained)
CodeEmporium Advanced 9mo ago
Will AI replace software engineering jobs ? #shorts #data #ai #softwareengineer
ML Fundamentals
Will AI replace software engineering jobs ? #shorts #data #ai #softwareengineer
codebasics Intermediate 9mo ago
Building AI Speeder Bikes for Star Wars
ML Fundamentals
Building AI Speeder Bikes for Star Wars
AI and Games Intermediate 9mo ago
Top 3 Beginner Data Science Projects for Your Portfolio!
ML Fundamentals
Top 3 Beginner Data Science Projects for Your Portfolio!
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ML Fundamentals
Do College Credits Expire? Here's What to Know ๐ŸŽ“
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ML Fundamentals โšก AI Lesson
Part 7 | Deploy ML Model on Kubernetes | Scalable options, Testing, Debugging & Optimization
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ML Fundamentals
Cloud Engineers Can Work ANYWHERE ๐Ÿš€
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ML Fundamentals
Oxford #fintech programme: What to Expect #oxforduniversity #onlinestudy #financialtechnology
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Python Deep Learning And Neural Networks With TensorFlow | TensorFlow Complete Guide | Simplilearn
ML Fundamentals
Python Deep Learning And Neural Networks With TensorFlow | TensorFlow Complete Guide | Simplilearn
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ML Fundamentals
Autoencoders Explained in Tamil | Machine Learning & Deep Learning Concepts | Adi Explains
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ML Fundamentals
Introduction of Python Programming Language #coding #python
Code For Kids Beginner 9mo ago
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ML Fundamentals
AI Episode 2 | History & Evolution of Artificial Intelligence | AI Timeline Explained
The Explain Lab Beginner 9mo ago
#python #pythonprogramming #pythontutorial #pythonforbeginners
ML Fundamentals
#python #pythonprogramming #pythontutorial #pythonforbeginners
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How Iโ€™d Learn AI in 2025: My Ultimate Roadmap for Beginners
ML Fundamentals
How Iโ€™d Learn AI in 2025: My Ultimate Roadmap for Beginners
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ML Fundamentals โšก AI Lesson
Activation Functions Explained | ReLU vs Sigmoid vs Tanh | For Beginners | FutureSeed AI | #ai
FutureSeed AI Beginner 9mo ago
Ai Explained in 1 Minute(So Simple) ๐Ÿง ๐Ÿ’ก
ML Fundamentals โšก AI Lesson
Ai Explained in 1 Minute(So Simple) ๐Ÿง ๐Ÿ’ก
Simply Explained Ai Beginner 9mo ago
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ML Fundamentals
32 Machine Learning Facts That Make No Sense
Infinite Codes Beginner 9mo ago
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ML Fundamentals โšก AI Lesson
Visualizing convolution networks
CodeEmporium Advanced 9mo ago
#313 Better Predictive Models with Graph Transformers | Jure Leskovec, Professor at Stanford
ML Fundamentals โšก AI Lesson
#313 Better Predictive Models with Graph Transformers | Jure Leskovec, Professor at Stanford
DataCamp Advanced 9mo ago
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ML Fundamentals โšก AI Lesson
Scikit-Learn Full Crash Course - Python Machine Learning
NeuralNine Beginner 9mo ago
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ML Fundamentals
Bedanya AI, Machine Learning, dan Deep Learning (Dijelaskan Secara Sederhana)
AI Explained Simply Beginner 9mo ago
AI vs Machine Learning vs Deep Learning (Explained Simply)
ML Fundamentals
AI vs Machine Learning vs Deep Learning (Explained Simply)
AI Explained Simply Beginner 9mo ago
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ML Fundamentals
Predicting Game of Thrones Deaths with Data Science #ai #datascience
Data Science Dojo Beginner 9mo ago
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ML Fundamentals โšก AI Lesson
BYO Lineage in Databricks Unity Catalog #data #dataintelligence
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ML Fundamentals
Enhancing Neural Networks with Logic Based Rules
Data Science Dojo Intermediate 9mo ago
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ML Fundamentals
The Tech Job Market Divide: WTF is Happening?
Jean Lee Advanced 9mo ago
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ML Fundamentals
Connect With Experts Webinar: Accelerating Quantum Supercomputing with CUDA-Q
NVIDIA Developer Beginner 9mo ago
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ML Fundamentals
Computational models for brain science
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ML Fundamentals
The Holey Monster (with 934 faces) - Numberphile
Numberphile Beginner 9mo ago
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ML Fundamentals
AI Productivity Gains
MLOps.community Intermediate 9mo ago
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ML Fundamentals
AI vs ML Engineer โ€“ Roles, Skills & Pay in 2025!
edureka! Beginner 9mo ago
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ML Fundamentals
What Is Data Science? | Data Science Roadmap | Data Science Step By Step Complete Information
GeeksforGeeks Beginner 9mo ago
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ML Fundamentals โšก AI Lesson
How to build a simple voice assistant
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Backpropagation Explained: How Neural Nets Learn!
ML Fundamentals โšก AI Lesson
Backpropagation Explained: How Neural Nets Learn!
Analytics Vidhya Beginner 9mo ago
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ML Fundamentals
Coding tutorials Learn coding online Basic computer programming
Code For Kids Beginner 9mo ago
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ML Fundamentals
Create a Colorful Galaxy with Python
Code For Kids Beginner 9mo ago
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ML Fundamentals
Python Graphics Design with Turtle Module #gamedevelopment #coding
Code For Kids Beginner 9mo ago
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ML Fundamentals
๐Ÿคฏ Your Resume is Being Filtered by AI! (Data Science Job Hack!) ๐Ÿš€
Analytics Vidhya Intermediate 9mo ago
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ML Fundamentals
How RNNs Help AI Understand Language!
Analytics Vidhya Intermediate 9mo ago
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ML Fundamentals
๐Ÿ”ฅMastering Machine Learning with Simplimentor #shorts #simplilearn
Simplilearn Beginner 9mo ago
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ML Fundamentals
What Should I Major In?
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ML Fundamentals
๐Ÿ”ฅTop Skills to Become a Generative AI Engineer #shorts #simplilearn
Simplilearn Beginner 9mo ago
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ML Fundamentals
๐Ÿ”ฅSoftware Engineer vs Data Scientist: What's the Difference? #shorts #simplilearn
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ML Fundamentals
Career Hack: Set These Boundaries NOW ๐Ÿ”ฅ
Coursera Beginner 9mo ago
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