Foundations

ML Fundamentals

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

11,998
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
Free Data Engineering Tools to Learn for 2026
ML Fundamentals
Free Data Engineering Tools to Learn for 2026
Coursera Beginner 4mo ago
How Self-Driving Cars Learn ๐Ÿš—๐Ÿค– | AI Driving Explained Simply
ML Fundamentals
How Self-Driving Cars Learn ๐Ÿš—๐Ÿค– | AI Driving Explained Simply
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Mechanical Engineer to Machine Learning | Simplilearn Success Story #shorts #simplilearn
ML Fundamentals
Mechanical Engineer to Machine Learning | Simplilearn Success Story #shorts #simplilearn
Simplilearn Beginner 4mo ago
5 MUST KNOW Python Inbuilt Functions(Beginner Friendly)
ML Fundamentals โšก AI Lesson
5 MUST KNOW Python Inbuilt Functions(Beginner Friendly)
ChethanAIChronicles Beginner 4mo ago
West Coast ML State of AI - Part 2
ML Fundamentals
West Coast ML State of AI - Part 2
West Coast Machine Learning Advanced 4mo ago
Linear Regression From Scratch in Python (Mathematical, Closed-Form)
ML Fundamentals โšก AI Lesson
Linear Regression From Scratch in Python (Mathematical, Closed-Form)
NeuralNine Beginner 4mo ago
Do Computer Scientists Prefer Tea or Coffee? (Microphone Sound Check Question 2025)  - Computerphile
ML Fundamentals โšก AI Lesson
Do Computer Scientists Prefer Tea or Coffee? (Microphone Sound Check Question 2025) - Computerphile
Computerphile Beginner 4mo ago
How Artificial Intelligence Learns ๐Ÿค– | AI Explained Simply
ML Fundamentals
How Artificial Intelligence Learns ๐Ÿค– | AI Explained Simply
How Things Work Explained Beginner 4mo ago
Top AI Projects That Can Get You Hired in 2026 | Projects for AI Job Seekers #shorts #simplilearn
ML Fundamentals
Top AI Projects That Can Get You Hired in 2026 | Projects for AI Job Seekers #shorts #simplilearn
Simplilearn Intermediate 4mo ago
Infinity, Paradoxes, Gรถdel Incompleteness & the Mathematical Multiverse | Lex Fridman Podcast #488
ML Fundamentals โšก AI Lesson
Infinity, Paradoxes, Gรถdel Incompleteness & the Mathematical Multiverse | Lex Fridman Podcast #488
Lex Fridman Advanced 4mo ago
AI VS Machine Learning VS Deep Learning breakdown ๐Ÿ˜ค๏ฟผ
ML Fundamentals
AI VS Machine Learning VS Deep Learning breakdown ๐Ÿ˜ค๏ฟผ
Sajjaad Khader Beginner 4mo ago
AI Machine Learning And DSA Roadmap #shorts #ai #ml #dsa #computerscience #coding
ML Fundamentals
AI Machine Learning And DSA Roadmap #shorts #ai #ml #dsa #computerscience #coding
WebKnower Beginner 4mo ago
How Bookkeepers Know If a Business is Healthy
ML Fundamentals
How Bookkeepers Know If a Business is Healthy
Coursera Beginner 4mo ago
Labeled vs Unlabeled vs Semi-Labeled Data (Explained for Beginners)
ML Fundamentals
Labeled vs Unlabeled vs Semi-Labeled Data (Explained for Beginners)
Kritovia Beginner 4mo ago
Entretien avec Didier Mamma, Decathlon
ML Fundamentals โšก AI Lesson
Entretien avec Didier Mamma, Decathlon
Databricks Beginner 4mo ago
The Return of Festive Flashing Lights - Computerphile
ML Fundamentals โšก AI Lesson
The Return of Festive Flashing Lights - Computerphile
Computerphile Beginner 4mo ago
Machine Learning Explained (Statistical ML vs Deep Learning) | Letโ€™s Go Deeperโ€ฆ and Deeper
ML Fundamentals
Machine Learning Explained (Statistical ML vs Deep Learning) | Letโ€™s Go Deeperโ€ฆ and Deeper
Kritovia Beginner 4mo ago
Data + AI World Tour Paris 2025 | Highlights
ML Fundamentals โšก AI Lesson
Data + AI World Tour Paris 2025 | Highlights
Databricks Intermediate 4mo ago
Learn Python For AI And Machine Learning #shorts #python #ai  #machinelearning #learning
ML Fundamentals
Learn Python For AI And Machine Learning #shorts #python #ai #machinelearning #learning
WebKnower Beginner 4mo ago
Scope of AI Engineers 2026 in 90 Mins
ML Fundamentals
Scope of AI Engineers 2026 in 90 Mins
AI Coach John (Tamil) Beginner 4mo ago
What is Machine Learning? ๐Ÿค–
ML Fundamentals
What is Machine Learning? ๐Ÿค–
Arivi by HCL GUVI Beginner 4mo ago
Will (AI ENGINEERS) really make More MONEY in 2026๐Ÿคฏ? The SECRET GUIDE that only Top 1% knows
ML Fundamentals
Will (AI ENGINEERS) really make More MONEY in 2026๐Ÿคฏ? The SECRET GUIDE that only Top 1% knows
AI Coach John (Tamil) Beginner 4mo ago
How Python Code Really Works Internally ๐Ÿ”ฅ (Beginner Friendly)
ML Fundamentals
How Python Code Really Works Internally ๐Ÿ”ฅ (Beginner Friendly)
ChethanAIChronicles Beginner 4mo ago
Transfer Learning in Deep Learning Tamil | Brain Tumor Segmentation using VGG16 | Adi Explains
ML Fundamentals
Transfer Learning in Deep Learning Tamil | Brain Tumor Segmentation using VGG16 | Adi Explains
Adi Explains Beginner 4mo ago
Generative AI vs Traditional AI | Key Differences Explained Clearly
ML Fundamentals โšก AI Lesson
Generative AI vs Traditional AI | Key Differences Explained Clearly
AIML Learning Channel Beginner 4mo ago
DataVisor strengthens fraud detection with generative AI on AWS | Amazon Web Services
ML Fundamentals
DataVisor strengthens fraud detection with generative AI on AWS | Amazon Web Services
Amazon Web Services Advanced 4mo ago
Deepgram builds audio AI infrastructure with AWS | Amazon Web Services
ML Fundamentals
Deepgram builds audio AI infrastructure with AWS | Amazon Web Services
Amazon Web Services Advanced 4mo ago
Almost Interesting Facts about 6-7 - Numberphile
ML Fundamentals
Almost Interesting Facts about 6-7 - Numberphile
Numberphile Beginner 4mo ago
What's GraphQL
ML Fundamentals โšก AI Lesson
What's GraphQL
MLOps.community Intermediate 4mo ago
VS Code & Jupyter Setup in 60 Seconds ๐Ÿ”ฅ #openai #programming #coding #shorts
ML Fundamentals
VS Code & Jupyter Setup in 60 Seconds ๐Ÿ”ฅ #openai #programming #coding #shorts
Tech Stack Learning Beginner 4mo ago
Stock Price Prediction using GRU | Deep Learning Project in Tamil | Gated Recurrent Unit
ML Fundamentals
Stock Price Prediction using GRU | Deep Learning Project in Tamil | Gated Recurrent Unit
Adi Explains Intermediate 4mo ago
AI Still Hallunicates  Can  We Trust It, And To What Extent | Joshua Starmer x  Data Science
ML Fundamentals
AI Still Hallunicates Can We Trust It, And To What Extent | Joshua Starmer x Data Science
Data Science Dojo Advanced 4mo ago
Unitlab AI: Easiest Way To Label Datasets For Machine Learning
ML Fundamentals โšก AI Lesson
Unitlab AI: Easiest Way To Label Datasets For Machine Learning
NeuralNine Beginner 4mo ago
Training a Unitree G1 to Walk w/ Reinforcement Learning
ML Fundamentals โšก AI Lesson
Training a Unitree G1 to Walk w/ Reinforcement Learning
Sentdex Advanced 4mo ago
VibeVoice from Microsoft | Real-time open-source Text-To-Speech synthesis!
ML Fundamentals
VibeVoice from Microsoft | Real-time open-source Text-To-Speech synthesis!
AI Bites Beginner 4mo ago
Converting Pytorch to JAX - Coding Stream
ML Fundamentals โšก AI Lesson
Converting Pytorch to JAX - Coding Stream
Rob Mulla Intermediate 4mo ago
AI and Climate: From Grids to Data Centers โ€” AI Strategy & Innovation
ML Fundamentals โšก AI Lesson
AI and Climate: From Grids to Data Centers โ€” AI Strategy & Innovation
Stanford Online Beginner 4mo ago
Free Advanced AI Full Course in Hindi | Learn AI from Scratch to Advanced
ML Fundamentals
Free Advanced AI Full Course in Hindi | Learn AI from Scratch to Advanced
The iScale Intermediate 4mo ago
How to get a machine learning engineer job fast - Without a uni degree
ML Fundamentals โšก AI Lesson
How to get a machine learning engineer job fast - Without a uni degree
Tech With Tim Beginner 4mo ago
AWS EDGE Innovation Spotlight: DataDome | Amazon Web Services
ML Fundamentals
AWS EDGE Innovation Spotlight: DataDome | Amazon Web Services
Amazon Web Services Advanced 4mo ago
How Passkeys Work - Computerphile
ML Fundamentals โšก AI Lesson
How Passkeys Work - Computerphile
Computerphile Beginner 4mo ago
Start Coding With Java And Machine Learning #shorts #code #coding #java #machinelearning
ML Fundamentals โšก AI Lesson
Start Coding With Java And Machine Learning #shorts #code #coding #java #machinelearning
WebKnower Beginner 4mo ago
Generative AI Engineer vs AI Engineer: Whatโ€™s the Difference? #shorts #simplilearn
ML Fundamentals
Generative AI Engineer vs AI Engineer: Whatโ€™s the Difference? #shorts #simplilearn
Simplilearn Beginner 4mo ago
Databricks ๐Ÿค Sharepoint Connector to feed the #ai machine with unstructured data
ML Fundamentals โšก AI Lesson
Databricks ๐Ÿค Sharepoint Connector to feed the #ai machine with unstructured data
Databricks Intermediate 4mo ago
Kling AI: The Next Big Thing Thatโ€™s Going to Change AI Forever #shorts #simplilearn
ML Fundamentals
Kling AI: The Next Big Thing Thatโ€™s Going to Change AI Forever #shorts #simplilearn
Simplilearn Beginner 4mo ago
Gen AI & Reinforcement Learning- Computerphile
ML Fundamentals โšก AI Lesson
Gen AI & Reinforcement Learning- Computerphile
Computerphile Intermediate 4mo ago
AWS EDGE Innovation Spotlight: Coralogix | Amazon Web Services
ML Fundamentals
AWS EDGE Innovation Spotlight: Coralogix | Amazon Web Services
Amazon Web Services Advanced 4mo ago
Ai Vs Machine Learning And Deep Learning Vs Machine Learning #shorts #ai #ml #deeplearning #coding
ML Fundamentals
Ai Vs Machine Learning And Deep Learning Vs Machine Learning #shorts #ai #ml #deeplearning #coding
WebKnower Beginner 4mo ago
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Google Cloud Speech API: Qwik Start
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Google Cloud Speech API: Qwik Start
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