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
Block 1 - Machine Learning mit Scratch - erste Schritte
ML Fundamentals
Block 1 - Machine Learning mit Scratch - erste Schritte
Coding Club Linz Beginner 8mo ago
Learn Deep Learning Machine Learning And Leetcode Fast #shorts #leetcode #ml #ai #deeplearning
0:17
ML Fundamentals ⚡ AI Lesson
Learn Deep Learning Machine Learning And Leetcode Fast #shorts #leetcode #ml #ai #deeplearning
WebKnower Beginner 8mo ago
n8n Crash Course for beginners: Automate Everything for Free (No Code) | Tamil | Karthik's Show
ML Fundamentals ⚡ AI Lesson
n8n Crash Course for beginners: Automate Everything for Free (No Code) | Tamil | Karthik's Show
Karthik's Show Beginner 8mo ago
OpenAI Dev Day 2026 | Game-Changing Tools for Developers | #shorts | #simplilearn
ML Fundamentals
OpenAI Dev Day 2026 | Game-Changing Tools for Developers | #shorts | #simplilearn
Simplilearn Advanced 8mo ago
Learn AI And Machine Learning Easily With These Channels #shorts #machinelearning #ai #deeplearning
ML Fundamentals ⚡ AI Lesson
Learn AI And Machine Learning Easily With These Channels #shorts #machinelearning #ai #deeplearning
WebKnower Beginner 8mo ago
You are in an MLE interview at Zomato (w/ Anshuman)
ML Fundamentals ⚡ AI Lesson
You are in an MLE interview at Zomato (w/ Anshuman)
Abhishek Thakur Intermediate 8mo ago
Entry-Level AI Engineers Make $93K - No Tech Degree Required!
ML Fundamentals
Entry-Level AI Engineers Make $93K - No Tech Degree Required!
Coursera Beginner 8mo ago
I built a neural network that trades stocks - Joshua Kyan Aalampour 10/24/2025
0:25
ML Fundamentals
I built a neural network that trades stocks - Joshua Kyan Aalampour 10/24/2025
Joshua Kyan Aalampour Intermediate 8mo ago
AlterEgo: The Device That Lets You Speak Without Speaking | Future Tech | #Shorts | #Simplilearn
ML Fundamentals
AlterEgo: The Device That Lets You Speak Without Speaking | Future Tech | #Shorts | #Simplilearn
Simplilearn Advanced 8mo ago
AI Is Coming for THESE Jobs
ML Fundamentals
AI Is Coming for THESE Jobs
Jean Lee Beginner 8mo ago
Model Evaluation Metrics⚖️| Accuracy, Precision, Recall, F1,ROC | Supervised Learning | Ch 4 – Pt 3
ML Fundamentals
Model Evaluation Metrics⚖️| Accuracy, Precision, Recall, F1,ROC | Supervised Learning | Ch 4 – Pt 3
Practical AI Pro Beginner 8mo ago
AI in Healthcare Series: Tracking and Trusting AI in Medicine, Dr. Shantanu Nundy
ML Fundamentals
AI in Healthcare Series: Tracking and Trusting AI in Medicine, Dr. Shantanu Nundy
Stanford Online Beginner 8mo ago
Ordinal Numbers - Numberphile
ML Fundamentals
Ordinal Numbers - Numberphile
Numberphile Beginner 8mo ago
Fine-Tuning is Broken // Tanmay Chopra // AI in Production 2025
ML Fundamentals ⚡ AI Lesson
Fine-Tuning is Broken // Tanmay Chopra // AI in Production 2025
MLOps.community Intermediate 8mo ago
How Machine Learning Actually Works: Explained With a Real Business Example
ML Fundamentals
How Machine Learning Actually Works: Explained With a Real Business Example
AIHub101 Beginner 8mo ago
How Computers Store Data Serially - Computerphile
ML Fundamentals ⚡ AI Lesson
How Computers Store Data Serially - Computerphile
Computerphile Beginner 8mo ago
Decision Trees 🌳 | Random Forests 🌲 | Gradient Boosting 🚀 | Supervised Learning | Ch 4 – Pt2
ML Fundamentals
Decision Trees 🌳 | Random Forests 🌲 | Gradient Boosting 🚀 | Supervised Learning | Ch 4 – Pt2
Practical AI Pro Beginner 8mo ago
Data Normalization | Why Scaling Your Data Matters in Machine Learning | Deep Learning 5
ML Fundamentals
Data Normalization | Why Scaling Your Data Matters in Machine Learning | Deep Learning 5
ByteQuest Advanced 8mo ago
How Coding Changes the Way You Think
ML Fundamentals
How Coding Changes the Way You Think
NPStation Beginner 8mo ago
Cohere Labs Research Hangouts with Alejandro Salamanca and Kocmi Tom
ML Fundamentals ⚡ AI Lesson
Cohere Labs Research Hangouts with Alejandro Salamanca and Kocmi Tom
Cohere Beginner 8mo ago
The Truth About Tech Interviews Nobody Tells You
ML Fundamentals
The Truth About Tech Interviews Nobody Tells You
Jean Lee Beginner 8mo ago
Python Roadmap 2026 | Complete Python Programming Roadmap (Zero to Expert) 🐍
ML Fundamentals
Python Roadmap 2026 | Complete Python Programming Roadmap (Zero to Expert) 🐍
GeeksforGeeks Intermediate 8mo ago
Data + AI World Tour Paris 2025 | Inscrivez-vous !
ML Fundamentals ⚡ AI Lesson
Data + AI World Tour Paris 2025 | Inscrivez-vous !
Databricks Intermediate 8mo ago
NEURAL NETWORKS: Tools for Discovery
ML Fundamentals ⚡ AI Lesson
NEURAL NETWORKS: Tools for Discovery
Latent Space Intermediate 8mo ago
DREAmS Lab Overview by Amber Angell PhD, OTR/L
ML Fundamentals
DREAmS Lab Overview by Amber Angell PhD, OTR/L
USC Chan Division of Occupational Science and Occupational Therapy Beginner 8mo ago
The Big Picture: AI, Machine Learning, and Neural Networks
ML Fundamentals
The Big Picture: AI, Machine Learning, and Neural Networks
TechWorld with Nana Beginner 8mo ago
Support Vector Machine (SVM) Explained in Python | Machine Learning Tutorial Day 15
ML Fundamentals
Support Vector Machine (SVM) Explained in Python | Machine Learning Tutorial Day 15
AnuTech-CH Beginner 8mo ago
Career Change in Your 30s? Watch This! 🚀
ML Fundamentals
Career Change in Your 30s? Watch This! 🚀
Coursera Intermediate 8mo ago
The Anti-Knight Killer Sudoku - Numberphile
ML Fundamentals
The Anti-Knight Killer Sudoku - Numberphile
Numberphile Beginner 8mo ago
Regularization | L1 & L2 | Dropout | Data Augmentation | Early Stopping |  Deep Learning Part 4
ML Fundamentals
Regularization | L1 & L2 | Dropout | Data Augmentation | Early Stopping | Deep Learning Part 4
ByteQuest Beginner 8mo ago
Class 27 Video: Feature Extraction and Machine Learning
ML Fundamentals ⚡ AI Lesson
Class 27 Video: Feature Extraction and Machine Learning
MIT OpenCourseWare Beginner 8mo ago
Class 28 Video: Feature Extraction and Machine Learning (II)
ML Fundamentals ⚡ AI Lesson
Class 28 Video: Feature Extraction and Machine Learning (II)
MIT OpenCourseWare Advanced 8mo ago
“Python Power Setup 💻💻💻"
ML Fundamentals
“Python Power Setup 💻💻💻"
Generative AI aur Prompt Engineering Intermediate 8mo ago
Let's Build a Quant Trading Strategy: Part 2 - Strategy Development
ML Fundamentals
Let's Build a Quant Trading Strategy: Part 2 - Strategy Development
MemLabs Beginner 8mo ago
Real Difference Between AI, ML, and Deep Learning
ML Fundamentals
Real Difference Between AI, ML, and Deep Learning
Nucleus AI Beginner 8mo ago
Machine Learning Full Course 2026 | Machine Learning Tutorial | Machine Learning Roadmap | Edureka
10:49:57
ML Fundamentals ⚡ AI Lesson
Machine Learning Full Course 2026 | Machine Learning Tutorial | Machine Learning Roadmap | Edureka
edureka! Beginner 8mo ago
Network Layers Model (Networking Basics) - Computerphile
ML Fundamentals ⚡ AI Lesson
Network Layers Model (Networking Basics) - Computerphile
Computerphile Beginner 8mo ago
India’s WhatsApp? | Arratai vs WhatsApp Explained | #Arratai | #Whatsapp |  | #Shorts | #Simplilearn
ML Fundamentals
India’s WhatsApp? | Arratai vs WhatsApp Explained | #Arratai | #Whatsapp | | #Shorts | #Simplilearn
Simplilearn Advanced 8mo ago
AI Videos Using SORA-2 | Next-Gen AI Video Creation Explained | #Shorts | #Simplilearn
ML Fundamentals
AI Videos Using SORA-2 | Next-Gen AI Video Creation Explained | #Shorts | #Simplilearn
Simplilearn Beginner 8mo ago
What Is Deep Learning? | Deep Learning Explained | Deep Learning Tutorial | Simplilearn
ML Fundamentals
What Is Deep Learning? | Deep Learning Explained | Deep Learning Tutorial | Simplilearn
Simplilearn Beginner 8mo ago
What Does an AI Ops Engineer Do? | Role, Responsibilities, and Skills #shorts #simplilearn
ML Fundamentals
What Does an AI Ops Engineer Do? | Role, Responsibilities, and Skills #shorts #simplilearn
Simplilearn Beginner 8mo ago
Video 29a: Feature Extraction and Machine Learning (III): Artificial Intelligence
ML Fundamentals
Video 29a: Feature Extraction and Machine Learning (III): Artificial Intelligence
MIT OpenCourseWare Beginner 8mo ago
Linear & Logistic Regression in Machine Learning (2025 Guide) | Supervised Learning | Ch 4 – Pt1
ML Fundamentals
Linear & Logistic Regression in Machine Learning (2025 Guide) | Supervised Learning | Ch 4 – Pt1
Practical AI Pro Beginner 8mo ago
Learn Machine Learning And Deep Learning The Easy Way #shorts #ml #ai #beginners #tutorial #coding
ML Fundamentals
Learn Machine Learning And Deep Learning The Easy Way #shorts #ml #ai #beginners #tutorial #coding
WebKnower Beginner 8mo ago
The #1 Machine Learning Course for Complete Beginners | Start Your AI Journey
ML Fundamentals
The #1 Machine Learning Course for Complete Beginners | Start Your AI Journey
Coursera Beginner 8mo ago
Career Change at 40? Watch This First! 🚀
ML Fundamentals
Career Change at 40? Watch This First! 🚀
Coursera Beginner 8mo ago
3 Careers After Adobe's Creator Certificate 🎨
ML Fundamentals
3 Careers After Adobe's Creator Certificate 🎨
Coursera Intermediate 8mo ago
ChatGPT’s New Feature: Interact with Apps Directly! | #Shorts | #Simplilearn
ML Fundamentals
ChatGPT’s New Feature: Interact with Apps Directly! | #Shorts | #Simplilearn
Simplilearn Advanced 9mo ago
📚 Continue on Coursera External links · Free to audit
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Trabalhar com Notebooks na Vertex AI
📚 External: Coursera ↗
Self-paced
Trabalhar com Notebooks na Vertex AI
Opens on Coursera ↗
Statistical Learning for Engineering Part 1
📚 External: Coursera ↗
Self-paced
Statistical Learning for Engineering Part 1
Opens on Coursera ↗
Machine Learning in the Enterprise - Français
📚 External: Coursera ↗
Self-paced
Machine Learning in the Enterprise - Français
Opens on Coursera ↗
Practical MATLAB Skills
📚 External: Coursera ↗
Self-paced
Practical MATLAB Skills
Opens on Coursera ↗
AI-900 - Azure AI Fundamentals and Two Practice Tests
📚 External: Coursera ↗
Self-paced
AI-900 - Azure AI Fundamentals and Two Practice Tests
Opens on Coursera ↗
Graduate Admission Prediction with Pyspark ML
📚 External: Coursera ↗
Self-paced
Graduate Admission Prediction with Pyspark ML
Opens on Coursera ↗