Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

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Skills in this topic
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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
How to Outsmart AI as a Developer with Dr. Chuck [Podcast #127]
ML Fundamentals
How to Outsmart AI as a Developer with Dr. Chuck [Podcast #127]
freeCodeCamp.org Beginner 1y ago
Google Cloud and The FA - using AI to identify future England football stars
ML Fundamentals
Google Cloud and The FA - using AI to identify future England football stars
Google Cloud Beginner 1y ago
Why Use Data Augmentation? ๐Ÿ” - Boosting Model Generalization ๐Ÿš€ - Topic 172 #ai #ml
ML Fundamentals
Why Use Data Augmentation? ๐Ÿ” - Boosting Model Generalization ๐Ÿš€ - Topic 172 #ai #ml
deeplizard Beginner 1y ago
Python programming for beginners๐Ÿ‘ฉโ€๐Ÿ’ป - IntroductionโœŒ๏ธ
ML Fundamentals
Python programming for beginners๐Ÿ‘ฉโ€๐Ÿ’ป - IntroductionโœŒ๏ธ
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 1y ago
Fireside Chat: Zeynep Akata
ML Fundamentals
Fireside Chat: Zeynep Akata
Cohere Beginner 1y ago
AI Learns to Play Tag (and breaks the game)
ML Fundamentals
AI Learns to Play Tag (and breaks the game)
AI Warehouse Beginner 1y ago
When The Stars Turned On | Crash Course Pods: The Universe #4
ML Fundamentals
When The Stars Turned On | Crash Course Pods: The Universe #4
CrashCourse Beginner 1y ago
Data Augmentation Explained ๐Ÿ”„ - Enhanced Training Techniques ๐Ÿ“ˆ - Topic 171 #ai #ml
ML Fundamentals
Data Augmentation Explained ๐Ÿ”„ - Enhanced Training Techniques ๐Ÿ“ˆ - Topic 171 #ai #ml
deeplizard Beginner 1y ago
Machine learning on Google Cloud
ML Fundamentals
Machine learning on Google Cloud
Google Cloud Beginner 1y ago
PyTorch Docathon Kickoff H1 2024
ML Fundamentals
PyTorch Docathon Kickoff H1 2024
PyTorch Beginner 1y ago
Do you have a childhood dream? For Kyle, that was becoming a video game developer. ๐ŸŽฎ
ML Fundamentals
Do you have a childhood dream? For Kyle, that was becoming a video game developer. ๐ŸŽฎ
Coursera Beginner 1y ago
JAX in 100 Seconds
ML Fundamentals
JAX in 100 Seconds
Fireship Beginner 1y ago
Building an AI assistant that listens and sees the world (Step by step tutorial)
ML Fundamentals
Building an AI assistant that listens and sees the world (Step by step tutorial)
Underfitted Beginner 1y ago
Advance your career with Courseraโ€ฆlike literally. Inspired by hismile and Kim Kardashian.
ML Fundamentals
Advance your career with Courseraโ€ฆlike literally. Inspired by hismile and Kim Kardashian.
Coursera Beginner 1y ago
Flight Price Prediction in Python - Full Machine Learning Project
ML Fundamentals
Flight Price Prediction in Python - Full Machine Learning Project
NeuralNine Beginner 1y ago
AI in Manufacturing | AI & Manufacturing | How AI is Used in the Manufacturing Industry | Edureka
ML Fundamentals
AI in Manufacturing | AI & Manufacturing | How AI is Used in the Manufacturing Industry | Edureka
edureka! Beginner 1y ago
Pandas Readcsv Tutorial
ML Fundamentals
Pandas Readcsv Tutorial
DataCamp Beginner 1y ago
Understanding AI Workflows: From Concept to Production
ML Fundamentals
Understanding AI Workflows: From Concept to Production
NVIDIA Developer Beginner 1y ago
Course outline: "Master Machine Learning with scikit-learn"
ML Fundamentals
Course outline: "Master Machine Learning with scikit-learn"
DataSchool Beginner 1y ago
Jason Lucas - Advancing Low-Resource Multilingual Approaches in the Era of AI
ML Fundamentals
Jason Lucas - Advancing Low-Resource Multilingual Approaches in the Era of AI
Cohere Beginner 1y ago
Learn to deploy AI models on edge devices like smartphones
ML Fundamentals
Learn to deploy AI models on edge devices like smartphones
DeepLearningAI Beginner 1y ago
Leading consultant on how machine learning works and how to successfully operationalize it
ML Fundamentals
Leading consultant on how machine learning works and how to successfully operationalize it
Talks at Google Beginner 1y ago
Model CI/CD Course: Hosting a Webhook server
ML Fundamentals
Model CI/CD Course: Hosting a Webhook server
Weights & Biases Beginner 1y ago
Course overview: "Master Machine Learning with scikit-learn"
ML Fundamentals
Course overview: "Master Machine Learning with scikit-learn"
DataSchool Beginner 1y ago
Linear Algebra Course โ€“ Mathematics for Machine Learning and Generative AI
ML Fundamentals
Linear Algebra Course โ€“ Mathematics for Machine Learning and Generative AI
freeCodeCamp.org Beginner 1y ago
Informer: Time series Transformer - EXPLAINED!
ML Fundamentals
Informer: Time series Transformer - EXPLAINED!
CodeEmporium Beginner 1y ago
How to use AI ๐Ÿง‘โ€๐Ÿ’ปto get your Dream Job ๐Ÿ’ธ| Artificial Intelligence | Software Developer Jobs | GFG
ML Fundamentals
How to use AI ๐Ÿง‘โ€๐Ÿ’ปto get your Dream Job ๐Ÿ’ธ| Artificial Intelligence | Software Developer Jobs | GFG
GeeksforGeeks Beginner 1y ago
Multilayer Perceptron (MLP) Neural Networks: Introduction and Implementation
ML Fundamentals
Multilayer Perceptron (MLP) Neural Networks: Introduction and Implementation
AI Researcher Beginner 1y ago
League of Legends Win Prediction - Python Machine Learning
ML Fundamentals
League of Legends Win Prediction - Python Machine Learning
NeuralNine Beginner 1y ago
How Mercari is using Gen AI to define the future of Japanese C2C e-commerce
ML Fundamentals
How Mercari is using Gen AI to define the future of Japanese C2C e-commerce
Weights & Biases Beginner 1y ago
Reduce Regularization ๐Ÿ” Prevent Underfitting ๐Ÿ”ง - Topic 170 #ai #ml
ML Fundamentals
Reduce Regularization ๐Ÿ” Prevent Underfitting ๐Ÿ”ง - Topic 170 #ai #ml
deeplizard Beginner 1y ago
Fight Underfitting #2 ๐ŸฅŠ - Add More Features ๐Ÿงฌ - Topic 169 #ai #ml
ML Fundamentals
Fight Underfitting #2 ๐ŸฅŠ - Add More Features ๐Ÿงฌ - Topic 169 #ai #ml
deeplizard Beginner 1y ago
Boosting Complexity to Reduce Underfitting ๐Ÿš€ - Advanced Models 101 ๐Ÿง  - Topic 168 #ai #ml
ML Fundamentals
Boosting Complexity to Reduce Underfitting ๐Ÿš€ - Advanced Models 101 ๐Ÿง  - Topic 168 #ai #ml
deeplizard Beginner 1y ago
Deadlifts to Unlock Total Body Strength with Mandy ๐Ÿ˜ฎโ€๐Ÿ’จ๐Ÿ’ช
ML Fundamentals
Deadlifts to Unlock Total Body Strength with Mandy ๐Ÿ˜ฎโ€๐Ÿ’จ๐Ÿ’ช
deeplizard Beginner 1y ago
Fight Underfitting #1 ๐ŸฅŠ - Increase Model Complexity ๐Ÿ“ˆ - Topic 167 #ai #ml
ML Fundamentals
Fight Underfitting #1 ๐ŸฅŠ - Increase Model Complexity ๐Ÿ“ˆ - Topic 167 #ai #ml
deeplizard Beginner 1y ago
Underfitting vs Overfitting ๐Ÿ†š - ML Problem Overview ๐Ÿ“š - Topic 166 #ai #ml
ML Fundamentals
Underfitting vs Overfitting ๐Ÿ†š - ML Problem Overview ๐Ÿ“š - Topic 166 #ai #ml
deeplizard Beginner 1y ago
Cozy morning with coffee and Coursera. ๐Ÿ’™ #onlinelearning #coursera #study #cozyvibes
ML Fundamentals
Cozy morning with coffee and Coursera. ๐Ÿ’™ #onlinelearning #coursera #study #cozyvibes
Coursera Beginner 1y ago
Spotting Underfitting ๐Ÿ” - Simple Detection in ML ๐Ÿ“‰ - Topic 165 #ai #ml
ML Fundamentals
Spotting Underfitting ๐Ÿ” - Simple Detection in ML ๐Ÿ“‰ - Topic 165 #ai #ml
deeplizard Beginner 1y ago
Regularization: Overfitting Antidote #4 ๐Ÿ’Š - Intro to Techniques ๐Ÿงช - Topic 164 #ai #ml
ML Fundamentals
Regularization: Overfitting Antidote #4 ๐Ÿ’Š - Intro to Techniques ๐Ÿงช - Topic 164 #ai #ml
deeplizard Beginner 1y ago
Gaining in-demand skills from industry leaders makes you a more attractive candidate for tech roles.
ML Fundamentals
Gaining in-demand skills from industry leaders makes you a more attractive candidate for tech roles.
Coursera Beginner 1y ago
Reduce Overfitting ๐Ÿ”ฌ Approach #3 ๐Ÿ“š - Model Adjustments ๐Ÿ› ๏ธ - Topic 163 #ai #ml
ML Fundamentals
Reduce Overfitting ๐Ÿ”ฌ Approach #3 ๐Ÿ“š - Model Adjustments ๐Ÿ› ๏ธ - Topic 163 #ai #ml
deeplizard Beginner 1y ago
Introduction to model ensembling
ML Fundamentals
Introduction to model ensembling
DataSchool Beginner 1y ago
Less Complexity, Less Overfitting ๐Ÿ“‰ - Simple Models for Starters ๐ŸŒŸ - Topic 162 #ai #ml
ML Fundamentals
Less Complexity, Less Overfitting ๐Ÿ“‰ - Simple Models for Starters ๐ŸŒŸ - Topic 162 #ai #ml
deeplizard Beginner 1y ago
CEO Jeff Maggioncalda has a unique view of whatโ€™s happening around the world.
ML Fundamentals
CEO Jeff Maggioncalda has a unique view of whatโ€™s happening around the world.
Coursera Beginner 1y ago
Desk Break Pause Squats for Functional Bodies with Mandy ๐Ÿ‹๏ธโ€โ™€๏ธ
ML Fundamentals
Desk Break Pause Squats for Functional Bodies with Mandy ๐Ÿ‹๏ธโ€โ™€๏ธ
deeplizard Beginner 1y ago
The Coursera effect #newcareer #careertok #jobtok #jobtips
ML Fundamentals
The Coursera effect #newcareer #careertok #jobtok #jobtips
Coursera Beginner 1y ago
Reduce Overfitting ๐Ÿ•ต๏ธโ€โ™‚๏ธ Approach #2 ๐ŸŽจ - Data Augmentation 101 ๐Ÿ”ข - Topic 161 #ai #ml
ML Fundamentals
Reduce Overfitting ๐Ÿ•ต๏ธโ€โ™‚๏ธ Approach #2 ๐ŸŽจ - Data Augmentation 101 ๐Ÿ”ข - Topic 161 #ai #ml
deeplizard Beginner 1y ago
Vertex AI and AutoML
ML Fundamentals
Vertex AI and AutoML
Google Cloud Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Foundations of Data Science and Machine Learning with Python
๐Ÿ“š Coursera Course โ†—
Self-paced
Foundations of Data Science and Machine Learning with Python
Opens on Coursera โ†—
Practical Machine Learning without Coding
๐Ÿ“š Coursera Course โ†—
Self-paced
Practical Machine Learning without Coding
Opens on Coursera โ†—
Advanced Tokenization and Sentiment Analysis
๐Ÿ“š Coursera Course โ†—
Self-paced
Advanced Tokenization and Sentiment Analysis
Opens on Coursera โ†—
Fundamentos de IA Aplicados ao CRM
๐Ÿ“š Coursera Course โ†—
Self-paced
Fundamentos de IA Aplicados ao CRM
Opens on Coursera โ†—
Master Java Build Tools for ML Projects
๐Ÿ“š Coursera Course โ†—
Self-paced
Master Java Build Tools for ML Projects
Opens on Coursera โ†—
Intermediate Data Manipulation and Machine Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
Intermediate Data Manipulation and Machine Learning
Opens on Coursera โ†—