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
🔥Machine Learning Engineer Roadmap 2026  #shorts #simplilearn
ML Fundamentals
🔥Machine Learning Engineer Roadmap 2026 #shorts #simplilearn
Simplilearn Intermediate 4mo ago
Learn Python With Ai And Dsa For Smart Coding #shorts #ai #ml  #python #programming #learning #dsa
ML Fundamentals
Learn Python With Ai And Dsa For Smart Coding #shorts #ai #ml #python #programming #learning #dsa
WebKnower Beginner 4mo ago
Project - Worldwide Billionaires Analysis Python Machine Learning Project #Worldwide #Billionaires
ML Fundamentals
Project - Worldwide Billionaires Analysis Python Machine Learning Project #Worldwide #Billionaires
MLAstroGuitar Beginner 4mo ago
Long/Short Equity : La stratégie des Hedge Funds expliquée (Factor Arbitrage)
ML Fundamentals
Long/Short Equity : La stratégie des Hedge Funds expliquée (Factor Arbitrage)
FrenchQuant Beginner 4mo ago
Deployment Patterns in ML | Shadow Deployment | A/B Testing | Canary Deployment | Explained
ML Fundamentals
Deployment Patterns in ML | Shadow Deployment | A/B Testing | Canary Deployment | Explained
RoboSathi Beginner 4mo ago
Model Retraining Strategies | Periodic Retraining | Trigger- Based Retraining | Continual Learning
ML Fundamentals
Model Retraining Strategies | Periodic Retraining | Trigger- Based Retraining | Continual Learning
RoboSathi Beginner 4mo ago
Deep Learning Explained in 10 Minutes 🔥 | AI & Neural Networks Made Easy 🤯
ML Fundamentals ⚡ AI Lesson
Deep Learning Explained in 10 Minutes 🔥 | AI & Neural Networks Made Easy 🤯
Arivi by HCL GUVI Beginner 4mo ago
🔥Machine lComplete Machine Learning Course #shorts #simplilearn
ML Fundamentals
🔥Machine lComplete Machine Learning Course #shorts #simplilearn
Simplilearn Intermediate 4mo ago
RGB vs Grayscale – What’s the Difference?
ML Fundamentals ⚡ AI Lesson
RGB vs Grayscale – What’s the Difference?
Kritovia Advanced 4mo ago
Federated Learning in AI Explained in 60 Seconds | Privacy-Preserving Model Training
ML Fundamentals
Federated Learning in AI Explained in 60 Seconds | Privacy-Preserving Model Training
1 Minute Glossary - AI ML Beginner 4mo ago
Privacy-Preserving Machine Learning Explained in 60 Seconds | Protecting Data While Training Models
ML Fundamentals
Privacy-Preserving Machine Learning Explained in 60 Seconds | Protecting Data While Training Models
1 Minute Glossary - AI ML Beginner 4mo ago
Snowcap: GPU Profiling Using Machine Learning | Al and Games #83
ML Fundamentals ⚡ AI Lesson
Snowcap: GPU Profiling Using Machine Learning | Al and Games #83
AI and Games Beginner 4mo ago
Machine Learning Full Course | Beginner to Advanced (FREE) 2026
ML Fundamentals
Machine Learning Full Course | Beginner to Advanced (FREE) 2026
The iScale Beginner 4mo ago
What is Neural Network BackPropagation ?
ML Fundamentals
What is Neural Network BackPropagation ?
New Machina Advanced 4mo ago
🔥 Learn Machine Learning for FREE! 🚀
ML Fundamentals
🔥 Learn Machine Learning for FREE! 🚀
Arivi by HCL GUVI Beginner 4mo ago
How to Pass PSYCHOMETRIC Tests: Quick Method Explained Step by Step
ML Fundamentals
How to Pass PSYCHOMETRIC Tests: Quick Method Explained Step by Step
Online Training for Everyone Beginner 4mo ago
Machine Learning AI And Java For Beginners #shorts #ai #machinelearning #java #coding #learning
ML Fundamentals
Machine Learning AI And Java For Beginners #shorts #ai #machinelearning #java #coding #learning
WebKnower Beginner 4mo ago
#Palmistry - Yav Sign on Thumb & Mahalaxmi Yog Or M Sign in Hand (English) #Phoenix Eye mark #Msign
ML Fundamentals
#Palmistry - Yav Sign on Thumb & Mahalaxmi Yog Or M Sign in Hand (English) #Phoenix Eye mark #Msign
MLAstroGuitar Beginner 4mo ago
The Explainer  MLOps
ML Fundamentals
The Explainer MLOps
Zee Beginner 4mo ago
Code Your First Neural Network
ML Fundamentals
Code Your First Neural Network
Zee Beginner 4mo ago
Tools of the Trade (for infinite sums) - Numberphile
ML Fundamentals
Tools of the Trade (for infinite sums) - Numberphile
Numberphile Beginner 4mo ago
Going Deep: AWS + NFL Next Gen Stats | Ep. 4: Completion Probability | Amazon Web Services
ML Fundamentals
Going Deep: AWS + NFL Next Gen Stats | Ep. 4: Completion Probability | Amazon Web Services
Amazon Web Services Advanced 4mo ago
Supervised Learning | Types of Machine Learning
ML Fundamentals
Supervised Learning | Types of Machine Learning
codehubgenius Beginner 4mo ago
Faster Than Thunderbolt 5 on Mac!
ML Fundamentals
Faster Than Thunderbolt 5 on Mac!
Alex Ziskind Beginner 4mo ago
3. Formulating Statistical Hypotheses for Machine Learning
ML Fundamentals
3. Formulating Statistical Hypotheses for Machine Learning
AI Depth School Beginner 5mo ago
2. Experiments & Randomization in Machine Learning
ML Fundamentals
2. Experiments & Randomization in Machine Learning
AI Depth School Intermediate 5mo ago
How to Build AI Systems That Don’t Break | Robust AI System Explained in Tamil | Karthik's Show
ML Fundamentals ⚡ AI Lesson
How to Build AI Systems That Don’t Break | Robust AI System Explained in Tamil | Karthik's Show
Karthik's Show Beginner 5mo ago
Machine Learning | What is Machine learning? | Introduction to Machine Learning
ML Fundamentals
Machine Learning | What is Machine learning? | Introduction to Machine Learning
codehubgenius Beginner 5mo ago
Industry Ready Projects-Induction Session
ML Fundamentals ⚡ AI Lesson
Industry Ready Projects-Induction Session
Krish Naik Advanced 5mo ago
How to Build A Machine Learning Model
ML Fundamentals
How to Build A Machine Learning Model
Coursera Intermediate 5mo ago
Generating 3D Models with Diffusion - Computerphile
ML Fundamentals ⚡ AI Lesson
Generating 3D Models with Diffusion - Computerphile
Computerphile Beginner 5mo ago
Is GenAI Killing Junior Data Scientist Jobs? The Data Says This…
ML Fundamentals ⚡ AI Lesson
Is GenAI Killing Junior Data Scientist Jobs? The Data Says This…
Analytics Vidhya Intermediate 5mo ago
Why you should hire junior developers
ML Fundamentals ⚡ AI Lesson
Why you should hire junior developers
Weights & Biases Intermediate 5mo ago
Ce que les Hedge Funds savent (et que vos "Gurus" ignorent)
ML Fundamentals
Ce que les Hedge Funds savent (et que vos "Gurus" ignorent)
FrenchQuant Beginner 5mo ago
Data Distribution Shift | Covariate Shift | Label Shift | Concept Drift | Explained with Example
ML Fundamentals
Data Distribution Shift | Covariate Shift | Label Shift | Concept Drift | Explained with Example
RoboSathi Beginner 4mo ago
Random Sampling Consensus (RANSAC) | Anomaly Detection | Explained with Example
ML Fundamentals
Random Sampling Consensus (RANSAC) | Anomaly Detection | Explained with Example
RoboSathi Beginner 4mo ago
Isolation Forest (iForest) | Anomaly Detection | Explained with Example
ML Fundamentals
Isolation Forest (iForest) | Anomaly Detection | Explained with Example
RoboSathi Beginner 4mo ago
Local Outlier Factor (LOF) | Anomaly Detection | Explained with Example
ML Fundamentals
Local Outlier Factor (LOF) | Anomaly Detection | Explained with Example
RoboSathi Beginner 4mo ago
One Class Support Vector Machine (OC-SVM) | Anomaly Detection | Explained with Examples
ML Fundamentals
One Class Support Vector Machine (OC-SVM) | Anomaly Detection | Explained with Examples
RoboSathi Beginner 4mo ago
Anomaly/Outlier/Novelty Detection Methods | Explained with Example
ML Fundamentals
Anomaly/Outlier/Novelty Detection Methods | Explained with Example
RoboSathi Beginner 4mo ago
ML in Your Daily Life That You Use Without Knowing 😲
ML Fundamentals
ML in Your Daily Life That You Use Without Knowing 😲
Arivi by HCL GUVI Beginner 4mo ago
1. Why ML Engineers and Data Scientists Must Care About Statistical Testing
ML Fundamentals
1. Why ML Engineers and Data Scientists Must Care About Statistical Testing
AI Depth School Beginner 5mo ago
Cricket Match Prediction Using ML | Quick Explanation 🚀
ML Fundamentals
Cricket Match Prediction Using ML | Quick Explanation 🚀
Arivi by HCL GUVI Beginner 5mo ago
Why Sampling is Important | Understanding Statistical Sampling for AI
ML Fundamentals
Why Sampling is Important | Understanding Statistical Sampling for AI
AI Depth School Intermediate 5mo ago
🔥AI Engineer vs Generative AI Engineer: Key Differences Explained #shorts #simplilearn
ML Fundamentals
🔥AI Engineer vs Generative AI Engineer: Key Differences Explained #shorts #simplilearn
Simplilearn Beginner 5mo ago
😱 Learn Machine Learning from ZERO🔥 | Build Your First ML Model !
1:02:15
ML Fundamentals ⚡ AI Lesson
😱 Learn Machine Learning from ZERO🔥 | Build Your First ML Model !
Arivi by HCL GUVI Beginner 5mo ago
Machine Learning Full Course 2026 [FREE]| Machine Learning Projects For Beginners 2026 | Simplilearn
ML Fundamentals
Machine Learning Full Course 2026 [FREE]| Machine Learning Projects For Beginners 2026 | Simplilearn
Simplilearn Beginner 5mo ago
🔥Machine Learning vs Deep Learning Explained | Key Difference in 60 Seconds #shorts #simplilearn
ML Fundamentals
🔥Machine Learning vs Deep Learning Explained | Key Difference in 60 Seconds #shorts #simplilearn
Simplilearn Beginner 5mo ago
📚 Continue on Coursera External links · Free to audit
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Digital Marketing Tools: Machine Learning and AI
📚 External: Coursera ↗
Self-paced
Digital Marketing Tools: Machine Learning and AI
Opens on Coursera ↗
Automate and Evaluate ML Pipeline Tests
📚 External: Coursera ↗
Self-paced
Automate and Evaluate ML Pipeline Tests
Opens on Coursera ↗
AI for Medical Prognosis
📚 External: Coursera ↗
Self-paced
AI for Medical Prognosis
Opens on Coursera ↗
Diabetes Disease Detection with XG-Boost and Neural Networks
📚 External: Coursera ↗
Self-paced
Diabetes Disease Detection with XG-Boost and Neural Networks
Opens on Coursera ↗
Transform Audio: Extract Features & Augment Models
📚 External: Coursera ↗
Self-paced
Transform Audio: Extract Features & Augment Models
Opens on Coursera ↗
Cervical Cancer Risk Prediction Using Machine Learning
📚 External: Coursera ↗
Self-paced
Cervical Cancer Risk Prediction Using Machine Learning
Opens on Coursera ↗