Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

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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
Introduction to Deep Learning | What is Deep Learning?
ML Fundamentals
Introduction to Deep Learning | What is Deep Learning?
codehubgenius Beginner 2mo ago
1. Introduction to Generative AI | Generative AI vs Discriminative AI | Core Concepts Explained
ML Fundamentals
1. Introduction to Generative AI | Generative AI vs Discriminative AI | Core Concepts Explained
Professor Rahul Jain Beginner 2mo ago
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
ML Fundamentals
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
Simplilearn Beginner 2mo ago
Unsupervised Learning | Clustering, Dimensionality reduction, Case Study | Full Chapter 5(3 Lessons)
ML Fundamentals
Unsupervised Learning | Clustering, Dimensionality reduction, Case Study | Full Chapter 5(3 Lessons)
Practical AI Pro Beginner 2mo ago
Project - AI Mental Health Therapist Chatbot with Python and Visualization #mental #health #chatbot
ML Fundamentals
Project - AI Mental Health Therapist Chatbot with Python and Visualization #mental #health #chatbot
MLAstroGuitar Beginner 2mo ago
Case Study : Customer segmentation in marketing | Unsupervised Learning | Ch 5 – Pt 3
ML Fundamentals
Case Study : Customer segmentation in marketing | Unsupervised Learning | Ch 5 – Pt 3
Practical AI Pro Beginner 2mo ago
Episode 1: Neural Networks - Pivoting to AI Engineering in 2026
ML Fundamentals
Episode 1: Neural Networks - Pivoting to AI Engineering in 2026
Devs in Progress Beginner 2mo ago
Master Notebooklm In 40 Minutes | How To Use Notebooklm | Notebooklm Tutorial | Simplilearn
ML Fundamentals
Master Notebooklm In 40 Minutes | How To Use Notebooklm | Notebooklm Tutorial | Simplilearn
Simplilearn Beginner 2mo ago
React Native Crash Course 2026 - Build a Complete Mobile App
ML Fundamentals
React Native Crash Course 2026 - Build a Complete Mobile App
Traversy Media Beginner 2mo ago
Deep Dive into TableRecordMatch a New Metric for Evaluating Parsing Accuracy on Complex Tables
ML Fundamentals
Deep Dive into TableRecordMatch a New Metric for Evaluating Parsing Accuracy on Complex Tables
LlamaIndex Beginner 2mo ago
+3 000% en 5 ans, et l'optimiseur n'en veut pas (Markowitz × Factor Investing)
ML Fundamentals
+3 000% en 5 ans, et l'optimiseur n'en veut pas (Markowitz × Factor Investing)
FrenchQuant Beginner 2mo ago
AI Masterclass | Learn AI from Scratch (Beginner to Pro)
ML Fundamentals
AI Masterclass | Learn AI from Scratch (Beginner to Pro)
The iScale Beginner 3mo ago
AI vs ML vs DL vs NLP vs CV vs Generative AI vs Explainable AI vs Super AI | Simplestly Explained
ML Fundamentals
AI vs ML vs DL vs NLP vs CV vs Generative AI vs Explainable AI vs Super AI | Simplestly Explained
Professor Rahul Jain Beginner 3mo ago
Stanford Robotics Seminar ENGR319 | Winter 2026 | Gen Control, Action Chunking, Moravec’s Paradox
ML Fundamentals
Stanford Robotics Seminar ENGR319 | Winter 2026 | Gen Control, Action Chunking, Moravec’s Paradox
Stanford Online Beginner 3mo ago
What is Random Forest? 🤔 (Machine Learning Explained)
ML Fundamentals
What is Random Forest? 🤔 (Machine Learning Explained)
Analytics Vidhya Beginner 3mo ago
“Why AI Fails With Bad Data? 😳 Data Preprocessing Explained Simply”
ML Fundamentals
“Why AI Fails With Bad Data? 😳 Data Preprocessing Explained Simply”
NeuroByte Beginner 3mo ago
Embeddings vs Latent Space Explained Simply
ML Fundamentals
Embeddings vs Latent Space Explained Simply
What's AI by Louis-François Bouchard Beginner 3mo ago
#Palmistry - Different Marks Or Sign on Fate Line in Hand (English) #video #fate #line #sign #marks
ML Fundamentals
#Palmistry - Different Marks Or Sign on Fate Line in Hand (English) #video #fate #line #sign #marks
MLAstroGuitar Beginner 3mo ago
Oversampling Data (Explained with Audio) - Computerphile
ML Fundamentals
Oversampling Data (Explained with Audio) - Computerphile
Computerphile Beginner 3mo ago
“Why Some AI Models Perform Better? 🤯 Feature Engineering Explained”
ML Fundamentals
“Why Some AI Models Perform Better? 🤯 Feature Engineering Explained”
NeuroByte Beginner 3mo ago
Awkward Primes - Numberphile
ML Fundamentals
Awkward Primes - Numberphile
Numberphile Beginner 3mo ago
Project Update: Explaining Neural Network Changes in Gollemer
ML Fundamentals
Project Update: Explaining Neural Network Changes in Gollemer
zach endrulat Beginner 3mo ago
How to Start AI/ML in 2026? | Freshers RoadMap 2026
ML Fundamentals
How to Start AI/ML in 2026? | Freshers RoadMap 2026
AI Coach John (Tamil) Beginner 3mo ago
J'ai Reçu le Pire Commentaire en Finance Quantitative
ML Fundamentals
J'ai Reçu le Pire Commentaire en Finance Quantitative
FrenchQuant Beginner 3mo ago
Shadab’s Experience: How the PGP-AIML Program Transformed His AI & ML Learning Journey
ML Fundamentals
Shadab’s Experience: How the PGP-AIML Program Transformed His AI & ML Learning Journey
Great Learning Beginner 3mo ago
.loc vs .iloc Explained in 30 Seconds 🤯 (Pandas)
ML Fundamentals
.loc vs .iloc Explained in 30 Seconds 🤯 (Pandas)
Analytics Vidhya Beginner 3mo ago
Your Food Is Now AI-Made 🍔🤖 #shorts
ML Fundamentals
Your Food Is Now AI-Made 🍔🤖 #shorts
Sightbox Beginner 3mo ago
Aron Learning Experience With the UT Austin AI & ML Program
ML Fundamentals
Aron Learning Experience With the UT Austin AI & ML Program
Great Learning Beginner 3mo ago
The Original Biggest Numbers - Numberphile
ML Fundamentals
The Original Biggest Numbers - Numberphile
Numberphile Beginner 3mo ago
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
WebKnower Beginner 3mo ago
Can You Trust Your AI? 🤯 Cross Validation Explained Simply
ML Fundamentals
Can You Trust Your AI? 🤯 Cross Validation Explained Simply
NeuroByte Beginner 3mo ago
Why AI Fails? 🤯 Overfitting vs Underfitting Explained Simply
ML Fundamentals
Why AI Fails? 🤯 Overfitting vs Underfitting Explained Simply
NeuroByte Beginner 3mo ago
KD's Kids in Learning Process (9871632940) Sa Re Ga Pa Pa Song Sang by Teacher and Little Childrens
ML Fundamentals
KD's Kids in Learning Process (9871632940) Sa Re Ga Pa Pa Song Sang by Teacher and Little Childrens
MLAstroGuitar Beginner 3mo ago
How Good is Your AI? 🤔 Accuracy, Precision & Recall Explained Simply
ML Fundamentals
How Good is Your AI? 🤔 Accuracy, Precision & Recall Explained Simply
NeuroByte Beginner 3mo ago
Claude Code Basics In 45 Seconds | Learn Claude Code Basics | Claude Tutorial | #Shorts #Simplilearn
ML Fundamentals
Claude Code Basics In 45 Seconds | Learn Claude Code Basics | Claude Tutorial | #Shorts #Simplilearn
Simplilearn Beginner 3mo ago
What Powers AI? 🤯 Machine Learning Algorithms Explained Simply!
ML Fundamentals
What Powers AI? 🤯 Machine Learning Algorithms Explained Simply!
NeuroByte Beginner 3mo ago
Project - UPI Fraud Detection Using Machine Learning (Python) with Visualization #upi #fraud #detect
ML Fundamentals
Project - UPI Fraud Detection Using Machine Learning (Python) with Visualization #upi #fraud #detect
MLAstroGuitar Beginner 3mo ago
How Machine Learning Works (Data, Training & Models Explained)
ML Fundamentals
How Machine Learning Works (Data, Training & Models Explained)
NeuroByte Beginner 3mo ago
Types of Machine Learning (Supervised vs Unsupervised vs Reinforcement)
ML Fundamentals
Types of Machine Learning (Supervised vs Unsupervised vs Reinforcement)
NeuroByte Beginner 3mo ago
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
ML Fundamentals
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
Simplilearn Beginner 3mo ago
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
ML Fundamentals
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
Simplilearn Beginner 3mo ago
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
ML Fundamentals
Machine Learning With Python Full Course 2026 | Python Machine Learning For Beginners | Simplilearn
Simplilearn Beginner 3mo ago
POS Tagging & Named Entity Recognition Explained | NLP Basics for AI & Machine Learning
ML Fundamentals
POS Tagging & Named Entity Recognition Explained | NLP Basics for AI & Machine Learning
Professor Rahul Jain Beginner 3mo ago
ML & Deep Learning concepts explained in very simple way.
ML Fundamentals
ML & Deep Learning concepts explained in very simple way.
NeuroByte Beginner 3mo ago
Java Developer Full Course 2026 | Learn Java In 24 Hours | Java Tutorial For Beginners | Simplilearn
ML Fundamentals
Java Developer Full Course 2026 | Learn Java In 24 Hours | Java Tutorial For Beginners | Simplilearn
Simplilearn Beginner 3mo ago
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
Simplilearn Beginner 3mo ago
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
Simplilearn Beginner 3mo ago
#Piano - KD's Kids in Learning Process (contact no - 9871632940) #KD #kids  #learning #process
ML Fundamentals
#Piano - KD's Kids in Learning Process (contact no - 9871632940) #KD #kids #learning #process
MLAstroGuitar Beginner 3mo ago
📚 Continue on Coursera External links · Free to audit
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Mastering Neural Networks and Model Regularization
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Self-paced
Mastering Neural Networks and Model Regularization
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Foundations of Data Science and Machine Learning with Python
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Self-paced
Foundations of Data Science and Machine Learning with Python
Opens on Coursera ↗
Four Rare Machine Learning Skills All Data Scientists Need
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Self-paced
Four Rare Machine Learning Skills All Data Scientists Need
Opens on Coursera ↗
BigQuery Machine Learning für Inferenzen nutzen
📚 External: Coursera ↗
Self-paced
BigQuery Machine Learning für Inferenzen nutzen
Opens on Coursera ↗
Building a Large-Scale, Automated Forecasting System
📚 External: Coursera ↗
Self-paced
Building a Large-Scale, Automated Forecasting System
Opens on Coursera ↗
STAR-CCM+: Fluid Flow & Thermal Simulation
📚 External: Coursera ↗
Self-paced
STAR-CCM+: Fluid Flow & Thermal Simulation
Opens on Coursera ↗