Foundations

ML Fundamentals

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

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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
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
Activation Functions in Neural Networks - Explained
ML Fundamentals
Activation Functions in Neural Networks - Explained
DataMListic Beginner 1mo ago
Machine Learning vs Deep Learning Explained in 10 Minutes ๐Ÿง  (Beginner Friendly!)
ML Fundamentals โšก AI Lesson
Machine Learning vs Deep Learning Explained in 10 Minutes ๐Ÿง  (Beginner Friendly!)
AI Study Hub 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
7 Google AI Certifications to Boost Your Salary (Beginner to Advanced)
ML Fundamentals
7 Google AI Certifications to Boost Your Salary (Beginner to Advanced)
Reliablesoft Academy Beginner 1mo ago
convolution layer #machinelearning #datascience #computervision #deeplearning
ML Fundamentals
convolution layer #machinelearning #datascience #computervision #deeplearning
DataMListic Beginner 1mo ago
5 AI Projects in Python that Make Your Resume Stand Out [With Free Resources] | Intellipaat
ML Fundamentals
5 AI Projects in Python that Make Your Resume Stand Out [With Free Resources] | Intellipaat
Intellipaat Beginner 1mo ago
Stemming vs Lemmatization: NLP Made Simple
ML Fundamentals
Stemming vs Lemmatization: NLP Made Simple
Coursera Beginner 1mo ago
Where is Deep Learning Used? ๐Ÿค–
ML Fundamentals
Where is Deep Learning Used? ๐Ÿค–
Arivi by HCL GUVI Beginner 1mo ago
Hypothesis Testing Explained: From Null Hypothesis to P-Values | Statistics for Beginners
ML Fundamentals
Hypothesis Testing Explained: From Null Hypothesis to P-Values | Statistics for Beginners
CodeLucky Beginner 2mo ago
Influential Observations: High Leverage Points Explained (Regression Analysis)
ML Fundamentals
Influential Observations: High Leverage Points Explained (Regression Analysis)
CodeLucky Beginner 2mo ago
Calculating Pi with Skittles (and census data!?) - Numberphile
ML Fundamentals
Calculating Pi with Skittles (and census data!?) - Numberphile
Numberphile Beginner 2mo ago
Imposter syndrome as a software engineer is REALโ€ฆ
ML Fundamentals
Imposter syndrome as a software engineer is REALโ€ฆ
Coursera Beginner 2mo ago
Your YouTube Videos Can Help You DOMINATE AI Results
ML Fundamentals
Your YouTube Videos Can Help You DOMINATE AI Results
WebFX Beginner 2mo ago
20 Years of S3
ML Fundamentals โšก AI Lesson
20 Years of S3
AWS Developers Beginner 2mo ago
Artificial Intelligence Full Course 2026 | AI Course From Scratch | Intellipaat
ML Fundamentals
Artificial Intelligence Full Course 2026 | AI Course From Scratch | Intellipaat
Intellipaat Beginner 2mo ago
XGBoost Algorithm Explained Clearly | The Most Powerful ML Model for Structured Data
ML Fundamentals โšก AI Lesson
XGBoost Algorithm Explained Clearly | The Most Powerful ML Model for Structured Data
Pavithraโ€™s Podcast Beginner 2mo ago
Simplilearn Reviews | Understanding AI the Real Way: Deana's Journey #GetCertifiedGetAhead
ML Fundamentals
Simplilearn Reviews | Understanding AI the Real Way: Deana's Journey #GetCertifiedGetAhead
Simplilearn Beginner 2mo ago
20 Most Asked Machine Learning Interview Questions & Answers | ML Interview Preparation
ML Fundamentals โšก AI Lesson
20 Most Asked Machine Learning Interview Questions & Answers | ML Interview Preparation
Analytics Vidhya Beginner 2mo ago
Top 10 AI Job Roles ๐Ÿ˜ฑ in IT Job Market 2026
ML Fundamentals
Top 10 AI Job Roles ๐Ÿ˜ฑ in IT Job Market 2026
AI Coach John (Tamil) Beginner 2mo ago
10 years of AlphaGo: The turning point for AI | Thore Graepel & Pushmeet Kohli
ML Fundamentals โšก AI Lesson
10 years of AlphaGo: The turning point for AI | Thore Graepel & Pushmeet Kohli
Google DeepMind Beginner 2mo ago
How to Become an Applied Machine Learning Scientist | Skills & Tools 2026 | #Shorts | #Simplilearn
ML Fundamentals
How to Become an Applied Machine Learning Scientist | Skills & Tools 2026 | #Shorts | #Simplilearn
Simplilearn Beginner 2mo ago
The greatest unsolved problem in computer science...
ML Fundamentals โšก AI Lesson
The greatest unsolved problem in computer science...
Fireship Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 20: Fireside Chat, Conclusion
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 20: Fireside Chat, Conclusion
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 19: AI Supply Chains
Stanford Online Beginner 2mo ago
Deep Learning vs Machine Learning ๐Ÿค–
ML Fundamentals
Deep Learning vs Machine Learning ๐Ÿค–
Arivi by HCL GUVI Beginner 2mo ago
Deep Learning Tutorial for Beginners ๐Ÿ”ฅ | Build Your First AI Model from Scratch (Full Guide)๐Ÿ˜ฑ
ML Fundamentals
Deep Learning Tutorial for Beginners ๐Ÿ”ฅ | Build Your First AI Model from Scratch (Full Guide)๐Ÿ˜ฑ
Arivi by HCL GUVI Beginner 2mo ago
the convolution operation #datascience #machinelearning #neuralnetworks #computervision
ML Fundamentals
the convolution operation #datascience #machinelearning #neuralnetworks #computervision
DataMListic Beginner 2mo ago
Find the Best Resume Format for Your Career
ML Fundamentals
Find the Best Resume Format for Your Career
Coursera Beginner 2mo ago
Artificial Intelligence Full Course | Free AI Course 2026 | Intellipaat
ML Fundamentals
Artificial Intelligence Full Course | Free AI Course 2026 | Intellipaat
Intellipaat Beginner 2mo ago
Softmax function - Explained
ML Fundamentals โšก AI Lesson
Softmax function - Explained
DataMListic Beginner 2mo ago
maximum likelihood estimate #maths #datascience #machinelearning #mathematics
ML Fundamentals
maximum likelihood estimate #maths #datascience #machinelearning #mathematics
DataMListic Beginner 2mo ago
Data Science Full Course 2026 | Learn Data science For Free | Intellipaat
ML Fundamentals
Data Science Full Course 2026 | Learn Data science For Free | Intellipaat
Intellipaat Beginner 2mo ago
Learn Data Science From Basics | Data Science For Beginners | Intellipaat
ML Fundamentals
Learn Data Science From Basics | Data Science For Beginners | Intellipaat
Intellipaat Beginner 2mo ago
Convolutional Neural Networks (CNNs) - Explained
ML Fundamentals
Convolutional Neural Networks (CNNs) - Explained
DataMListic Beginner 2mo ago
Statistics Starter Pack
ML Fundamentals
Statistics Starter Pack
Coursera Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 18: AI & Society
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 18: AI & Society
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 16: Logic II
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 16: Logic II
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 15: Logic I
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 15: Logic I
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 14: Bayesian Networks and Learning
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 14: Bayesian Networks and Learning
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 13: Bayesian Networks and Gibbs Sampling
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 13: Bayesian Networks and Gibbs Sampling
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 12: Bayesian Networks I
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 12: Bayesian Networks I
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 11: Games II
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 11: Games II
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 10: Games I
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 10: Games I
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 9: Policy Gradient
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 9: Policy Gradient
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 8: Reinforcement Learning
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 8: Reinforcement Learning
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 7: Markov Decision Processes
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 7: Markov Decision Processes
Stanford Online Beginner 2mo ago
Stanford CS221 | Autumn 2025 | Lecture 6: Search II
ML Fundamentals โšก AI Lesson
Stanford CS221 | Autumn 2025 | Lecture 6: Search II
Stanford Online Beginner 2mo ago
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