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
BUILD AN E-COMMERCE WEBSITE - STEP BY STEP TUTORIAL PART 2
ML Fundamentals
BUILD AN E-COMMERCE WEBSITE - STEP BY STEP TUTORIAL PART 2
Entri Coding മലയാളം Beginner 1y ago
RIU y la IA: Más ventas y mejores experiencias de cliente
ML Fundamentals
RIU y la IA: Más ventas y mejores experiencias de cliente
Google Cloud Beginner 1y ago
Machine Learning Crash Course: Neural Networks Intro
ML Fundamentals
Machine Learning Crash Course: Neural Networks Intro
Google for Developers Beginner 1y ago
Jeremy Bernstein - Metrized Deep Learning
ML Fundamentals
Jeremy Bernstein - Metrized Deep Learning
Cohere Advanced 1y ago
A generative model of biology for in-silico experimentation and discovery | Microsoft Research Forum
ML Fundamentals
A generative model of biology for in-silico experimentation and discovery | Microsoft Research Forum
Microsoft Research Beginner 1y ago
Customer Voices: Audiomob
ML Fundamentals
Customer Voices: Audiomob
Google Cloud Beginner 1y ago
Number of Projects on a Data Analyst Resume.
ML Fundamentals
Number of Projects on a Data Analyst Resume.
codebasics Intermediate 1y ago
Bench Press for Upper Body Strength - Desk Break Fitness with Mandy 👩‍💻💪
ML Fundamentals ⚡ AI Lesson
Bench Press for Upper Body Strength - Desk Break Fitness with Mandy 👩‍💻💪
deeplizard Beginner 1y ago
How to Evaluate Your ML Models Effectively? | Evaluation Metrics in Machine Learning!
ML Fundamentals ⚡ AI Lesson
How to Evaluate Your ML Models Effectively? | Evaluation Metrics in Machine Learning!
AI For Beginners Beginner 1y ago
Ordinal Encoding Examples 🔍 - Numeric Transformation 🎚️ - Topic 204 #ai #ml
ML Fundamentals ⚡ AI Lesson
Ordinal Encoding Examples 🔍 - Numeric Transformation 🎚️ - Topic 204 #ai #ml
deeplizard Beginner 1y ago
Training AI to Solve Puzzles in Little Learning Machines
ML Fundamentals
Training AI to Solve Puzzles in Little Learning Machines
AI and Games Beginner 1y ago
Predicting Employee Attrition - Machine Learning Project in Python
ML Fundamentals ⚡ AI Lesson
Predicting Employee Attrition - Machine Learning Project in Python
NeuralNine Beginner 1y ago
Keras Callbacks: Customize Training Machine Learning Models
ML Fundamentals ⚡ AI Lesson
Keras Callbacks: Customize Training Machine Learning Models
NeuralNine Beginner 1y ago
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
ML Fundamentals ⚡ AI Lesson
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
MLOps.community Intermediate 1y ago
Developers Won’t Code Anymore ❓
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
Continuous Model Training // Nicolas Mauti // MLOps Podcast #255 clip
MLOps.community Beginner 1y ago
Emerging Trends in DS & ML | Tech Talk - Bengaluru | GeeksforGeeks
ML Fundamentals
Emerging Trends in DS & ML | Tech Talk - Bengaluru | GeeksforGeeks
GeeksforGeeks Beginner 1y ago
Machine Learning Crash Course: Generalization
ML Fundamentals
Machine Learning Crash Course: Generalization
Google for Developers Beginner 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
Informer: Training and Inference
ML Fundamentals ⚡ AI Lesson
Informer: Training and Inference
CodeEmporium Advanced 1y ago
How many projects do you need to have on your resume?
ML Fundamentals ⚡ AI Lesson
How many projects do you need to have on your resume?
codebasics Intermediate 1y ago
Deep Learning by Goodfellow Study Group - 8-3-2024
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
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
Bring AI Education and Training to Your University with NVIDIA
ML Fundamentals ⚡ AI Lesson
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 ⚡ AI Lesson
Informer: Complete Code from scratch!
CodeEmporium Advanced 1y ago
Machine Learning || How to Identify Image with the help of Machine Learning||ML for kids
ML Fundamentals
Machine Learning || How to Identify Image with the help of Machine Learning||ML for kids
Code For Kids Beginner 1y ago
This Ai is crazy🔥
ML Fundamentals
This Ai is crazy🔥
Entri Coding മലയാളം 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
Machine Learning in JavaScript with ml5.js
ML Fundamentals ⚡ AI Lesson
Machine Learning in JavaScript with ml5.js
freeCodeCamp.org Beginner 1y ago
Biodiversity Monitoring
ML Fundamentals ⚡ AI Lesson
Biodiversity Monitoring
Data Skeptic Beginner 1y ago
When to Use Ordinal Encoding 📈 - Ordered Data Labeling 🛤️ - Topic 203 #ai #ml
ML Fundamentals ⚡ AI Lesson
When to Use Ordinal Encoding 📈 - Ordered Data Labeling 🛤️ - Topic 203 #ai #ml
deeplizard Beginner 1y ago
Machine Learning Crash Course: Classification
ML Fundamentals
Machine Learning Crash Course: Classification
Google for Developers Beginner 1y ago
Ordinal Encoding Basics 🔢 - Ordering Categorical Labels 📊 - Topic 202 #ai #ml
ML Fundamentals ⚡ AI Lesson
Ordinal Encoding Basics 🔢 - Ordering Categorical Labels 📊 - Topic 202 #ai #ml
deeplizard Beginner 1y ago
Main Types of Gradient Descent | Batch, Stochastic and Mini-Batch Explained! | Which One to Choose?
ML Fundamentals ⚡ AI Lesson
Main Types of Gradient Descent | Batch, Stochastic and Mini-Batch Explained! | Which One to Choose?
AI For Beginners Beginner 1y ago
Encoding Labels for Networks 🏷️ - Supervised Learning Prep 📘 - Topic 201 #ai #ml
ML Fundamentals ⚡ AI Lesson
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
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
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 ⚡ AI Lesson
Expanding Data with Pseudo Labeling 📈 - Semi-Supervised Expansion 🌐 - Topic 200 #ai #ml
deeplizard Beginner 1y ago
Data Quality = Quality AI // Panel // AIQCON
ML Fundamentals
Data Quality = Quality AI // Panel // AIQCON
MLOps.community Beginner 1y ago
Pseudo Labeling in ML 🎭 - Semi-Supervised Technique 🔖 - Topic 199 #ai #ml
ML Fundamentals ⚡ AI Lesson
Pseudo Labeling in ML 🎭 - Semi-Supervised Technique 🔖 - Topic 199 #ai #ml
deeplizard 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
📚 Coursera Courses Opens on Coursera · Free to audit
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ML Parameters Optimization: GridSearch, Bayesian, Random
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Self-paced
ML Parameters Optimization: GridSearch, Bayesian, Random
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Automate, Validate, and Promote ML Models Safely
📚 Coursera Course ↗
Self-paced
Automate, Validate, and Promote ML Models Safely
Opens on Coursera ↗
Machine Learning Rapid Prototyping with IBM Watson Studio
📚 Coursera Course ↗
Self-paced
Machine Learning Rapid Prototyping with IBM Watson Studio
Opens on Coursera ↗
Mastering Image Segmentation with PyTorch
📚 Coursera Course ↗
Self-paced
Mastering Image Segmentation with PyTorch
Opens on Coursera ↗
NLP – Machine Learning Models in Python
📚 Coursera Course ↗
Self-paced
NLP – Machine Learning Models in Python
Opens on Coursera ↗
Excel: Apply & Evaluate Unsupervised Clustering
📚 Coursera Course ↗
Self-paced
Excel: Apply & Evaluate Unsupervised Clustering
Opens on Coursera ↗