Foundations

ML Fundamentals

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

11,983
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
ML Engineer Roadmap 2026 ๐Ÿš€ | How to Become an ML Engineer
ML Fundamentals
ML Engineer Roadmap 2026 ๐Ÿš€ | How to Become an ML Engineer
edureka! Beginner 4mo ago
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ML Fundamentals โšก AI Lesson
Computer Science Roadmap Python To Machine Learning #shorts #ml #computerscience #coding
WebKnower Beginner 4mo ago
Top 5 Skills  to Learn in 2026 | High Paying SkillsTo Learn In 2026 | Simplilearn
ML Fundamentals
Top 5 Skills to Learn in 2026 | High Paying SkillsTo Learn In 2026 | Simplilearn
Simplilearn Beginner 4mo ago
Learn Python FAST for Beginners ๐Ÿš€#coding #conditionals #loops #functions
ML Fundamentals
Learn Python FAST for Beginners ๐Ÿš€#coding #conditionals #loops #functions
ChethanAIChronicles Beginner 4mo ago
Machine Learning Roadmap No One Tells You #shorts #roadmap #machinelearning #ai #ytshorts
ML Fundamentals
Machine Learning Roadmap No One Tells You #shorts #roadmap #machinelearning #ai #ytshorts
WebKnower Beginner 4mo ago
Want to Master AI? Learn THESE Skills First
ML Fundamentals
Want to Master AI? Learn THESE Skills First
Viralify Beginner 4mo ago
Machine Learning Certificate Course for Beginners | Free ML Course
ML Fundamentals
Machine Learning Certificate Course for Beginners | Free ML Course
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Machine Learning Certificate Course for Beginners | Free ML Course
ML Fundamentals
Machine Learning Certificate Course for Beginners | Free ML Course
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Learn Googleโ€™s New AI Framework (ADK) โ€” Complete Crash Course Begins!
ML Fundamentals
Learn Googleโ€™s New AI Framework (ADK) โ€” Complete Crash Course Begins!
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Generative AI Trends in 2026 | Top 10 Generative AI Trends Shaping 2026 | Edureka
ML Fundamentals โšก AI Lesson
Generative AI Trends in 2026 | Top 10 Generative AI Trends Shaping 2026 | Edureka
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Build your first app with AI. No coding background required
ML Fundamentals โšก AI Lesson
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DeepLearningAI Beginner 4mo ago
5: Deep Learning for Natural Language โ€“ The Basics
ML Fundamentals
5: Deep Learning for Natural Language โ€“ The Basics
MIT OpenCourseWare Beginner 4mo ago
2: Training Deep NNs (cont.); Introduction to Keras/Tensorflow; Application to Tabular Data
ML Fundamentals
2: Training Deep NNs (cont.); Introduction to Keras/Tensorflow; Application to Tabular Data
MIT OpenCourseWare Beginner 4mo ago
FREE AI Courses With Certificate | AI Courses to For Beginners in 2026 | Learn AI 2026 | Simplilearn
ML Fundamentals
FREE AI Courses With Certificate | AI Courses to For Beginners in 2026 | Learn AI 2026 | Simplilearn
Simplilearn Beginner 4mo ago
Thinking of Full Stack Development? Watch This First!
ML Fundamentals
Thinking of Full Stack Development? Watch This First!
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ML Fundamentals
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Coursera Beginner 4mo ago
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ML Fundamentals
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ML Fundamentals โšก AI Lesson
5 MUST KNOW Python Inbuilt Functions(Beginner Friendly)
ChethanAIChronicles Beginner 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
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ML Fundamentals
How Artificial Intelligence Learns ๐Ÿค– | AI Explained Simply
How Things Work Explained Beginner 4mo ago
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ML Fundamentals
AI VS Machine Learning VS Deep Learning breakdown ๐Ÿ˜ค๏ฟผ
Sajjaad Khader 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
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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–
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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
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
Almost Interesting Facts about 6-7 - Numberphile
ML Fundamentals
Almost Interesting Facts about 6-7 - Numberphile
Numberphile Beginner 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
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
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
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
4: Deep Learning for Computer Vision โ€“ Transfer Learning and Fine-Tuning; Intro to HuggingFace
ML Fundamentals
4: Deep Learning for Computer Vision โ€“ Transfer Learning and Fine-Tuning; Intro to HuggingFace
MIT OpenCourseWare Beginner 4mo ago
1: Introduction to Neural Networks and Deep Learning; Training Deep NNs
ML Fundamentals
1: Introduction to Neural Networks and Deep Learning; Training Deep NNs
MIT OpenCourseWare Beginner 4mo ago
AI ML Roadmap For Beginners #shorts #ai #ml #learning #study #computerscience
ML Fundamentals
AI ML Roadmap For Beginners #shorts #ai #ml #learning #study #computerscience
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ML Fundamentals
Mechanical Engineer to Machine Learning | Simplilearn Success Story #shorts #simplilearn
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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
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
How Python Code Really Works Internally ๐Ÿ”ฅ (Beginner Friendly)
ML Fundamentals
How Python Code Really Works Internally ๐Ÿ”ฅ (Beginner Friendly)
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How Passkeys Work - Computerphile
ML Fundamentals โšก AI Lesson
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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
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ML Fundamentals
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