Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” 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
Choose wisely!
ML Fundamentals
Choose wisely!
codebasics Intermediate 1y ago
PyTorch Docathon Kickoff H1 2024
ML Fundamentals
PyTorch Docathon Kickoff H1 2024
PyTorch 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
The BI Show!
ML Fundamentals
The BI Show!
codebasics Intermediate 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
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
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
Oxford MSc in Major Programme Management: Programme insights with our Director and Female Alumnae
ML Fundamentals
Oxford MSc in Major Programme Management: Programme insights with our Director and Female Alumnae
Saรฏd Business School, University of Oxford Intermediate 1y ago
Oxford Executive MBA Experience Day: Taster Lecture 'Can corporations think?'
ML Fundamentals
Oxford Executive MBA Experience Day: Taster Lecture 'Can corporations think?'
Saรฏd Business School, University of Oxford Advanced 1y ago
Career Advice from Sam Altman
ML Fundamentals
Career Advice from Sam Altman
Analytics Vidhya Intermediate 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
DataHack Summit 2024 | The Experience | Types of Session
ML Fundamentals
DataHack Summit 2024 | The Experience | Types of Session
Analytics Vidhya Intermediate 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
Insights into building a high-performance computing cloud platform
ML Fundamentals
Insights into building a high-performance computing cloud platform
Weights & Biases Advanced 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
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
Stanford Webinar - Embrace the Future: Harnessing Water for Circular Economies
ML Fundamentals
Stanford Webinar - Embrace the Future: Harnessing Water for Circular Economies
Stanford Online 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
What is COP? Future Climate Innovators Summer School Teacher Dr Liam Saddington explains
ML Fundamentals
What is COP? Future Climate Innovators Summer School Teacher Dr Liam Saddington explains
Saรฏd Business School, University of Oxford 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
Data Analyst/Data Science vs Data Engineer!
ML Fundamentals
Data Analyst/Data Science vs Data Engineer!
codebasics Intermediate 1y ago
Continuous Deployment with Weights & Biases Automations
ML Fundamentals
Continuous Deployment with Weights & Biases Automations
Weights & Biases Advanced 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
Get knowledge on 30+ domains for FREE!
ML Fundamentals
Get knowledge on 30+ domains for FREE!
codebasics Intermediate 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
Human x Machine: From Models to Products
ML Fundamentals
Human x Machine: From Models to Products
Weights & Biases Intermediate 1y ago
The Coursera effect #newcareer #careertok #jobtok #jobtips
ML Fundamentals
The Coursera effect #newcareer #careertok #jobtok #jobtips
Coursera Beginner 1y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Introduction to AI and Machine Learning on GC - Deutsch
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to AI and Machine Learning on GC - Deutsch
Opens on Coursera โ†—
TensorFlow Prediction: Identify Penguin Species
๐Ÿ“š Coursera Course โ†—
Self-paced
TensorFlow Prediction: Identify Penguin Species
Opens on Coursera โ†—
Machine Learning - Anomaly Detection via PyCaret
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning - Anomaly Detection via PyCaret
Opens on Coursera โ†—
An Introduction to Practical Deep Learning
๐Ÿ“š Coursera Course โ†—
Self-paced
An Introduction to Practical Deep Learning
Opens on Coursera โ†—
Creating Multi Task Models With Keras
๐Ÿ“š Coursera Course โ†—
Self-paced
Creating Multi Task Models With Keras
Opens on Coursera โ†—
Deep Learning Essentials
๐Ÿ“š Coursera Course โ†—
Self-paced
Deep Learning Essentials
Opens on Coursera โ†—