Foundations

ML Fundamentals

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

12967
lessons
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
📐 ML Fundamentals
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
MLOps.community Intermediate 1y ago
Developers Won’t Code Anymore ❓
📐 ML Fundamentals
Developers Won’t Code Anymore ❓
Analytics Vidhya Intermediate 1y ago
The Role of Loss Functions | Most Common Loss Functions in Machine Learning | Explained!
📐 ML Fundamentals
The Role of Loss Functions | Most Common Loss Functions in Machine Learning | Explained!
AI For Beginners Beginner 1y ago
Continuous Model Training // Nicolas Mauti // MLOps Podcast #255 clip
📐 ML Fundamentals
Continuous Model Training // Nicolas Mauti // MLOps Podcast #255 clip
MLOps.community Beginner 1y ago
When to Use Ordinal Encoding 📈 - Ordered Data Labeling 🛤️ - Topic 203 #ai #ml
📐 ML Fundamentals
When to Use Ordinal Encoding 📈 - Ordered Data Labeling 🛤️ - Topic 203 #ai #ml
deeplizard Beginner 1y ago
Where can I get free projects to practice?
📐 ML Fundamentals
Where can I get free projects to practice?
codebasics Intermediate 1y ago
Oxford Healthcare Leadership Programme | 2025
📐 ML Fundamentals
Oxford Healthcare Leadership Programme | 2025
Saïd Business School, University of Oxford Intermediate 1y ago
Machine Learning Crash Course: Generalization
📐 ML Fundamentals
Machine Learning Crash Course: Generalization
Google for Developers Beginner 1y ago
This is how they scam you!
📐 ML Fundamentals
This is how they scam you!
codebasics Intermediate 1y ago
ML for High-Performance Climate and Earth Virtualization Engines
📐 ML Fundamentals
ML for High-Performance Climate and Earth Virtualization Engines
Microsoft Research Beginner 1y ago
Machine Learning Crash Course: Classification
📐 ML Fundamentals
Machine Learning Crash Course: Classification
Google for Developers Beginner 1y ago
Informer: Training and Inference
📐 ML Fundamentals
Informer: Training and Inference
CodeEmporium Advanced 1y ago
Ordinal Encoding Basics 🔢 - Ordering Categorical Labels 📊 - Topic 202 #ai #ml
📐 ML Fundamentals
Ordinal Encoding Basics 🔢 - Ordering Categorical Labels 📊 - Topic 202 #ai #ml
deeplizard Beginner 1y ago
Deep Learning by Goodfellow Study Group - 8-3-2024
📐 ML Fundamentals
Deep Learning by Goodfellow Study Group - 8-3-2024
TWIML AI Podcast Beginner 1y ago
Deep Learning by Goodfellow Study Group - 7-27-2024
📐 ML Fundamentals
Deep Learning by Goodfellow Study Group - 7-27-2024
TWIML AI Podcast Beginner 1y ago
A Professional Certificate will get you a seat at the table. A degree will get you a whole meal.
📐 ML Fundamentals
A Professional Certificate will get you a seat at the table. A degree will get you a whole meal.
Coursera Beginner 1y ago
Main Types of Gradient Descent | Batch, Stochastic and Mini-Batch Explained! | Which One to Choose?
📐 ML Fundamentals
Main Types of Gradient Descent | Batch, Stochastic and Mini-Batch Explained! | Which One to Choose?
AI For Beginners Beginner 1y ago
Bring AI Education and Training to Your University with NVIDIA
📐 ML Fundamentals
Bring AI Education and Training to Your University with NVIDIA
NVIDIA Developer Advanced 1y ago
The hype is real. Gain job-ready skills today with Coursera Plus. #onlinelearning
📐 ML Fundamentals
The hype is real. Gain job-ready skills today with Coursera Plus. #onlinelearning
Coursera Beginner 1y ago
PyTorch Intro Tutorial 🔥 Code and Train a basic Neural Network (with free GPU!)
📐 ML Fundamentals
PyTorch Intro Tutorial 🔥 Code and Train a basic Neural Network (with free GPU!)
Enric Domingo - AI Engineering Beginner 1y ago
Informer: Complete Code from scratch!
📐 ML Fundamentals
Informer: Complete Code from scratch!
CodeEmporium Advanced 1y ago
Tesla Optimus Enginnering ⚡️ #elonmusk #ai #shorts
📐 ML Fundamentals
Tesla Optimus Enginnering ⚡️ #elonmusk #ai #shorts
Analytics Vidhya Intermediate 1y ago
What Do You Hear?
📐 ML Fundamentals
What Do You Hear?
Veritasium Intermediate 1y ago
This Ai is crazy🔥
📐 ML Fundamentals
This Ai is crazy🔥
Entri Coding മലയാളം Beginner 1y ago
Machine Learning in JavaScript with ml5.js
📐 ML Fundamentals
Machine Learning in JavaScript with ml5.js
freeCodeCamp.org Beginner 1y ago
Biodiversity Monitoring
📐 ML Fundamentals
Biodiversity Monitoring
Data Skeptic Beginner 1y ago
Mathematics-Basics To Advanced For Data Science And Machine Learning Course
📐 ML Fundamentals
Mathematics-Basics To Advanced For Data Science And Machine Learning Course
Krish Naik Intermediate 1y ago
How to Learn Anything #learning #shorts
📐 ML Fundamentals
How to Learn Anything #learning #shorts
Shaw Talebi Beginner 1y ago
How many projects do you need to have on your resume?
📐 ML Fundamentals
How many projects do you need to have on your resume?
codebasics Intermediate 1y ago
Data Analyst Skills 2024
📐 ML Fundamentals
Data Analyst Skills 2024
codebasics Intermediate 1y ago
Encoding Labels for Networks 🏷️ - Supervised Learning Prep 📘 - Topic 201 #ai #ml
📐 ML Fundamentals
Encoding Labels for Networks 🏷️ - Supervised Learning Prep 📘 - Topic 201 #ai #ml
deeplizard Beginner 1y ago
Machine Learning Crash Course: Logistic Regression
📐 ML Fundamentals
Machine Learning Crash Course: Logistic Regression
Google for Developers Beginner 1y ago
What is online credibility on LinkedIn?
📐 ML Fundamentals
What is online credibility on LinkedIn?
codebasics Beginner 1y ago
Gradient Descent Explained | How Do ML and DL Models Learn? | Simple Explanation!
📐 ML Fundamentals
Gradient Descent Explained | How Do ML and DL Models Learn? | Simple Explanation!
AI For Beginners Beginner 1y ago
Secret to Improving Your Memorization
📐 ML Fundamentals
Secret to Improving Your Memorization
codebasics Intermediate 1y ago
Machine Learning Crash Course: Gradient Descent
📐 ML Fundamentals
Machine Learning Crash Course: Gradient Descent
Google for Developers Beginner 1y ago
Machine Learning Crash Course: The Optimistic ReLU Function
📐 ML Fundamentals
Machine Learning Crash Course: The Optimistic ReLU Function
Google for Developers Beginner 1y ago
Expanding Data with Pseudo Labeling 📈 - Semi-Supervised Expansion 🌐 - Topic 200 #ai #ml
📐 ML Fundamentals
Expanding Data with Pseudo Labeling 📈 - Semi-Supervised Expansion 🌐 - Topic 200 #ai #ml
deeplizard Beginner 1y ago
What is Row-Level Security? #codebasics #data #dataanalyst  #powerbi
📐 ML Fundamentals
What is Row-Level Security? #codebasics #data #dataanalyst #powerbi
codebasics Beginner 1y ago
Data Quality = Quality AI // Panel // AIQCON
📐 ML Fundamentals
Data Quality = Quality AI // Panel // AIQCON
MLOps.community Beginner 1y ago
Data Analyst Certification #codebasics #data #dataanalyst
📐 ML Fundamentals
Data Analyst Certification #codebasics #data #dataanalyst
codebasics Beginner 1y ago
Enhancing Cybersecurity with Machine Learning #ai #machinelearning #cybersecurity
📐 ML Fundamentals
Enhancing Cybersecurity with Machine Learning #ai #machinelearning #cybersecurity
Analytics Vidhya Beginner 1y ago
Elon Musk on AI Training Data ⚡️ #elonmusk #ai #shorts
📐 ML Fundamentals
Elon Musk on AI Training Data ⚡️ #elonmusk #ai #shorts
Analytics Vidhya Advanced 1y ago
Pseudo Labeling in ML 🎭 - Semi-Supervised Technique 🔖 - Topic 199 #ai #ml
📐 ML Fundamentals
Pseudo Labeling in ML 🎭 - Semi-Supervised Technique 🔖 - Topic 199 #ai #ml
deeplizard Beginner 1y ago
Happy Independence Day #codebasics #data #independenceday
📐 ML Fundamentals
Happy Independence Day #codebasics #data #independenceday
codebasics Beginner 1y ago
It’s not on you it’s in you. Get job-ready today with Coursera. #onlinelearning #onlineschool
📐 ML Fundamentals
It’s not on you it’s in you. Get job-ready today with Coursera. #onlinelearning #onlineschool
Coursera Beginner 1y ago
Hyperparameter Tuning for Improving Model Accuracy #ai #datascience #learnwithav #hyperparameter
📐 ML Fundamentals
Hyperparameter Tuning for Improving Model Accuracy #ai #datascience #learnwithav #hyperparameter
Analytics Vidhya Advanced 1y ago
Unguided Projects
📐 ML Fundamentals
Unguided Projects
codebasics Beginner 1y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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SAS Certification Practice Exams
📚 Coursera Course ↗
Self-paced
SAS Certification Practice Exams
Opens on Coursera ↗
Intro to TensorFlow em Português Brasileiro
📚 Coursera Course ↗
Self-paced
Intro to TensorFlow em Português Brasileiro
Opens on Coursera ↗
Principles of Data Science
📚 Coursera Course ↗
Self-paced
Principles of Data Science
Opens on Coursera ↗
AI Workflow: Business Priorities and Data Ingestion
📚 Coursera Course ↗
Self-paced
AI Workflow: Business Priorities and Data Ingestion
Opens on Coursera ↗
Innovations in Investment Technology: Artificial Intelligence
📚 Coursera Course ↗
Self-paced
Innovations in Investment Technology: Artificial Intelligence
Opens on Coursera ↗
Cloud Data Engineering
📚 Coursera Course ↗
Self-paced
Cloud Data Engineering
Opens on Coursera ↗