Foundations

ML Fundamentals

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

11,118
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
AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn
ML Fundamentals
AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn
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AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn
ML Fundamentals
AI With Python Full Course 2026 [FREE] | Learn Artificial Intelligence With Python | Simplilearn
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The Original Biggest Numbers - Numberphile
ML Fundamentals
The Original Biggest Numbers - Numberphile
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Start Machine Learning With Java And Python #shorts #java #ml #python #programming
ML Fundamentals
Start Machine Learning With Java And Python #shorts #java #ml #python #programming
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ML Fundamentals โšก AI Lesson
How to Become an AI Engineer FAST (2026) | AI Engineering Roadmap
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ML Fundamentals
AI Engineers: How to Start and Transit into AI/ML Roles in 2026?
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ML Fundamentals โšก AI Lesson
Famous Computer Science Algorithms - Full Course
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ML Fundamentals
How AI Learns to Recognize Faces
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ML Fundamentals โšก AI Lesson
K-Means Clustering Explained Simply ๐Ÿค–
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ML Fundamentals
How Important are Benchmarks in Deep Learning?
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ML Fundamentals
5 YouTube Channels to Master Machine Learning in 2026 ๐Ÿš€
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This is the new king of Continuous Integration for Software Developers. Faster and Better.
ML Fundamentals
This is the new king of Continuous Integration for Software Developers. Faster and Better.
Underfitted Beginner 3w ago
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ML Fundamentals
The Easiest ML Algorithm Explained KNN
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Random Forests - Explained
ML Fundamentals
Random Forests - Explained
DataMListic Beginner 3w ago
๐Ÿ”ฅCan Freshers Get 20+ LPA in AI and Data Science? Truth revealed | Intellipaat
ML Fundamentals
๐Ÿ”ฅCan Freshers Get 20+ LPA in AI and Data Science? Truth revealed | Intellipaat
Intellipaat Beginner 3w ago
AI for Everyone by Andrew Ng
ML Fundamentals โšก AI Lesson
AI for Everyone by Andrew Ng
DeepLearningAI Beginner 3w ago
Beyond the Graph: Mastering Topological Deep Learning with TopoX and Python. Simplicial Complexes.
ML Fundamentals
Beyond the Graph: Mastering Topological Deep Learning with TopoX and Python. Simplicial Complexes.
AI Podcast Series. Byte Goose AI. Beginner 3w ago
Fintech: Preparing you for the future of financial services #fintech
ML Fundamentals
Fintech: Preparing you for the future of financial services #fintech
Saรฏd Business School, University of Oxford Beginner 3w ago
Clear Thinking Beats Any AI Coding Tool
ML Fundamentals โšก AI Lesson
Clear Thinking Beats Any AI Coding Tool
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This picture broke my brain
ML Fundamentals โšก AI Lesson
This picture broke my brain
3Blue1Brown Beginner 4w ago
Vector Norms - Explained
ML Fundamentals
Vector Norms - Explained
DataMListic Beginner 4w ago
Quantum Computing in Python With Qiskit
ML Fundamentals โšก AI Lesson
Quantum Computing in Python With Qiskit
Real Python Beginner 4w ago
Top 7 Programming Languages for AI in 2026 (Must Learn!) ๐Ÿš€
ML Fundamentals
Top 7 Programming Languages for AI in 2026 (Must Learn!) ๐Ÿš€
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ResNet Evolution. ResNet vs. VGG: Why Residual Networks Became the Backbone of Modern AI. ResNet.
ML Fundamentals โšก AI Lesson
ResNet Evolution. ResNet vs. VGG: Why Residual Networks Became the Backbone of Modern AI. ResNet.
AI Podcast Series. Byte Goose AI. Beginner 1mo ago
Top Skills You Need to Work in AI (Beginner to Pro 2026)
ML Fundamentals
Top Skills You Need to Work in AI (Beginner to Pro 2026)
AI Study Hub Beginner 1mo ago
Entities Are the Past: Search Is Going Multidimensional by Tom Anthony | MozCon 2023
ML Fundamentals โšก AI Lesson
Entities Are the Past: Search Is Going Multidimensional by Tom Anthony | MozCon 2023
Moz Beginner 1mo ago
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ML Fundamentals โšก AI Lesson
How to Become an AI Engineer Fast
Tech With Tim Beginner 1mo ago
Every DevOps Engineer Should Know AIOps [FREE LABs]
ML Fundamentals
Every DevOps Engineer Should Know AIOps [FREE LABs]
KodeKloud Beginner 1mo ago
How Linear Algebra Powers Machine Learning (ML)
ML Fundamentals โšก AI Lesson
How Linear Algebra Powers Machine Learning (ML)
IBM Technology Beginner 1mo ago
CS50 for Business - Lecture 4 - Approaching Artificial Intelligence
ML Fundamentals โšก AI Lesson
CS50 for Business - Lecture 4 - Approaching Artificial Intelligence
CS50 Beginner 1mo ago
How Neural Networks Work? | AI Basics in Tamil
ML Fundamentals
How Neural Networks Work? | AI Basics in Tamil
Arivi by HCL GUVI Beginner 1mo ago
Machine Learning Full Course - Learn Machine Learning (2026) | Machine Learning Tutorial | Edureka
ML Fundamentals
Machine Learning Full Course - Learn Machine Learning (2026) | Machine Learning Tutorial | Edureka
edureka! Beginner 1mo ago
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ML Fundamentals
7 Google AI Certifications to Boost Your Salary (Beginner to Advanced)
Reliablesoft Academy Beginner 1mo ago
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ML Fundamentals
Java vs Python | Which is Better in 2026? | Java vs Python: Key Differences #shorts #simplilearn
Simplilearn Beginner 3w ago
Deep  Learning Engineer Roadmap 2026 | How to become Deep Learning Engineer in 2026 ? #simplilearn
ML Fundamentals
Deep Learning Engineer Roadmap 2026 | How to become Deep Learning Engineer in 2026 ? #simplilearn
Simplilearn Beginner 3w ago
8 vs 100K Neurons Explained
ML Fundamentals โšก AI Lesson
8 vs 100K Neurons Explained
Insightforge | AI & Data Science Beginner 3w ago
5 Machine Learning Algorithms You Must Know ๐Ÿค–
ML Fundamentals โšก AI Lesson
5 Machine Learning Algorithms You Must Know ๐Ÿค–
Analytics Vidhya Beginner 3w ago
Bayes Theorem Explained
ML Fundamentals
Bayes Theorem Explained
Insightforge | AI & Data Science Beginner 3w ago
Calculus is secretly a 1 layer AI model
ML Fundamentals โšก AI Lesson
Calculus is secretly a 1 layer AI model
Insightforge | AI & Data Science Beginner 4w ago
How Do Diffusion Models Work
ML Fundamentals
How Do Diffusion Models Work
Insightforge | AI & Data Science Beginner 4w ago
User Questions Can Reveal Your Documentation Gaps
ML Fundamentals โšก AI Lesson
User Questions Can Reveal Your Documentation Gaps
Real Python Beginner 1mo ago
Automate Exploratory Data Analysis & Invent Python Comprehensions | Real Python Podcast #288
ML Fundamentals โšก AI Lesson
Automate Exploratory Data Analysis & Invent Python Comprehensions | Real Python Podcast #288
Real Python Beginner 1mo ago
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ML Fundamentals โšก AI Lesson
Bayesian Linear Regression
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ML Fundamentals โšก AI Lesson
5 FREE Machine Learning Courses with Certificates (Start Now!)
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Deep Learning Interview Questions and Answers | Complete DL Interview Prep Guide
ML Fundamentals โšก AI Lesson
Deep Learning Interview Questions and Answers | Complete DL Interview Prep Guide
Analytics Vidhya Beginner 1mo ago
Activation Functions in Neural Networks - Explained
ML Fundamentals
Activation Functions in Neural Networks - Explained
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ML Fundamentals โšก AI Lesson
Machine Learning vs Deep Learning Explained in 10 Minutes ๐Ÿง  (Beginner Friendly!)
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convolution layer #machinelearning #datascience #computervision #deeplearning
ML Fundamentals
convolution layer #machinelearning #datascience #computervision #deeplearning
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