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
What is AI, ML, and Deep Learning?
ML Fundamentals
What is AI, ML, and Deep Learning?
Google for Developers Beginner 3y ago
Cleaning Data in Python
ML Fundamentals โšก AI Lesson
Cleaning Data in Python
DataCamp Beginner 3y ago
An in-demand career with no prior experience required? Sign me up ๐Ÿ™‹๐Ÿปโ€โ™€๏ธ
ML Fundamentals
An in-demand career with no prior experience required? Sign me up ๐Ÿ™‹๐Ÿปโ€โ™€๏ธ
Coursera Beginner 3y ago
How Machine Learning is Transforming the Video Games Industry | AI 101
ML Fundamentals
How Machine Learning is Transforming the Video Games Industry | AI 101
AI and Games Beginner 3y ago
I Beat the Market Using LSTM to Trade $1000 of Stocks ... kind of
ML Fundamentals
I Beat the Market Using LSTM to Trade $1000 of Stocks ... kind of
ritvikmath Beginner 3y ago
CI/CD Course Intro with Hamel Husain
ML Fundamentals
CI/CD Course Intro with Hamel Husain
Weights & Biases Beginner 3y ago
Gradient Descent From Scratch in Python - Visual Explanation
ML Fundamentals โšก AI Lesson
Gradient Descent From Scratch in Python - Visual Explanation
NeuralNine Beginner 3y ago
ML Evolution & Recurring Themes // Waleed Kadous // MLOps Podcast # 155 short clip
ML Fundamentals
ML Evolution & Recurring Themes // Waleed Kadous // MLOps Podcast # 155 short clip
MLOps.community Advanced 3y ago
Music Industry on life support right now
ML Fundamentals
Music Industry on life support right now
Fireship Beginner 3y ago
No Black Box Machine Learning Course โ€“ Learn Without Libraries
ML Fundamentals โšก AI Lesson
No Black Box Machine Learning Course โ€“ Learn Without Libraries
freeCodeCamp.org Beginner 3y ago
AI Art Course - Google Colab & Google Drive Setup - Automatic1111 & Stable Diffusion
ML Fundamentals โšก AI Lesson
AI Art Course - Google Colab & Google Drive Setup - Automatic1111 & Stable Diffusion
deeplizard Beginner 3y ago
If youโ€™re thinking about a career change, youโ€™ve come to the right place. ๐Ÿ’™
ML Fundamentals
If youโ€™re thinking about a career change, youโ€™ve come to the right place. ๐Ÿ’™
Coursera Beginner 3y ago
Anomaly detection in time series with Python | Data Science with Marco
ML Fundamentals โšก AI Lesson
Anomaly detection in time series with Python | Data Science with Marco
Data Science With Marco Beginner 3y ago
Transform old photos into Vibrant Memories with Deoldify AI: Build a Streamlit App
ML Fundamentals โšก AI Lesson
Transform old photos into Vibrant Memories with Deoldify AI: Build a Streamlit App
AI Anytime Beginner 3y ago
Full-Stack Machine Learning with Metaflow on CoRise
ML Fundamentals โšก AI Lesson
Full-Stack Machine Learning with Metaflow on CoRise
Outerbounds Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Frontiers and Open Challenges I 2022 I Lecture 16
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Frontiers and Open Challenges I 2022 I Lecture 16
Stanford Online Beginner 3y ago
๐Ÿค— AutoTrain: Train state-of-the-art image classification models (no code)
ML Fundamentals
๐Ÿค— AutoTrain: Train state-of-the-art image classification models (no code)
Abhishek Thakur Beginner 3y ago
AWS Heroes in 15: Leveraging Rust for MLOps with the Amazon Sagemaker-
ML Fundamentals
AWS Heroes in 15: Leveraging Rust for MLOps with the Amazon Sagemaker-
AWS Developers Intermediate 3y ago
Break Down Barriers to Knowledge with Amazon Kendra- AWS Machine Learning in 15
ML Fundamentals
Break Down Barriers to Knowledge with Amazon Kendra- AWS Machine Learning in 15
AWS Developers Intermediate 3y ago
The secret sauce to creating amazing ML experiences for developers
ML Fundamentals โšก AI Lesson
The secret sauce to creating amazing ML experiences for developers
TensorFlow Advanced 3y ago
Tutorial 12- Step By Step Production Grade Machine Learning Projects Deployment Azure Web App MLOPS
ML Fundamentals
Tutorial 12- Step By Step Production Grade Machine Learning Projects Deployment Azure Web App MLOPS
Krish Naik Beginner 3y ago
Getting Started with Graphs: A Beginner's Guide (Part 1 of GNN Series)
ML Fundamentals โšก AI Lesson
Getting Started with Graphs: A Beginner's Guide (Part 1 of GNN Series)
AI Anytime Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Domain Generalization l 2022 I Lecture 14
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Domain Generalization l 2022 I Lecture 14
Stanford Online Beginner 3y ago
PyTorch Lightning #10 - Multi GPU Training
ML Fundamentals
PyTorch Lightning #10 - Multi GPU Training
Aladdin Persson Beginner 3y ago
Feature Engineering for Predicting Hotel Bookings with tidymodels
ML Fundamentals
Feature Engineering for Predicting Hotel Bookings with tidymodels
DataCamp Intermediate 3y ago
Web Development or App Development: Which Should You Learn?
ML Fundamentals
Web Development or App Development: Which Should You Learn?
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Stable Diffusion Inpainting with Segment Anything Model (SAM)
ML Fundamentals โšก AI Lesson
Stable Diffusion Inpainting with Segment Anything Model (SAM)
Abhishek Thakur Beginner 3y ago
The Machine Learning School program
ML Fundamentals
The Machine Learning School program
Underfitted Beginner 3y ago
Rocks, data science, and breaking into Machine Learning
ML Fundamentals โšก AI Lesson
Rocks, data science, and breaking into Machine Learning
TensorFlow Beginner 3y ago
CRACK Your First Data Science INTERNSHIP - In 2023 | Skills, Kaggle Competitions & More
ML Fundamentals โšก AI Lesson
CRACK Your First Data Science INTERNSHIP - In 2023 | Skills, Kaggle Competitions & More
Analytics Vidhya Beginner 3y ago
Operationalizing Machine Learning
ML Fundamentals
Operationalizing Machine Learning
Weights & Biases Beginner 3y ago
PyTorch Lightning #9 - Profiler
ML Fundamentals
PyTorch Lightning #9 - Profiler
Aladdin Persson Beginner 3y ago
Callback #callback
ML Fundamentals โšก AI Lesson
Callback #callback
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
3 Steps in a Data Science Portfolio Project #shorts #machinelearning #datascience
ML Fundamentals
3 Steps in a Data Science Portfolio Project #shorts #machinelearning #datascience
Analytics Vidhya Beginner 3y ago
Learn Web ML #webdev
ML Fundamentals
Learn Web ML #webdev
Google for Developers Beginner 3y ago
Gain confidence
ML Fundamentals
Gain confidence
Coursera Beginner 3y ago
Starting with small, achievable steps can set you up for success! ๐Ÿ“š
ML Fundamentals
Starting with small, achievable steps can set you up for success! ๐Ÿ“š
Coursera Beginner 3y ago
If youโ€™re thinking about a career change, youโ€™ve come to the right place. ๐Ÿ’™
ML Fundamentals
If youโ€™re thinking about a career change, youโ€™ve come to the right place. ๐Ÿ’™
Coursera Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Bayesian Meta-Learning l 2022 I Lecture 12
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Bayesian Meta-Learning l 2022 I Lecture 12
Stanford Online Beginner 3y ago
Stanford CS330 I Variational Inference and Generative Models l 2022 I Lecture 11
ML Fundamentals
Stanford CS330 I Variational Inference and Generative Models l 2022 I Lecture 11
Stanford Online Beginner 3y ago
Which will you take! ๐Ÿ˜
ML Fundamentals
Which will you take! ๐Ÿ˜
Coursera Beginner 3y ago
Stanford CS330 I Advanced Meta-Learning 2: Large-Scale Meta-Optimization l 2022 I Lecture 10
ML Fundamentals
Stanford CS330 I Advanced Meta-Learning 2: Large-Scale Meta-Optimization l 2022 I Lecture 10
Stanford Online Advanced 3y ago
AWS Heroes in 15: Bear Conservation with ML, Serverless and Citizen Science
ML Fundamentals
AWS Heroes in 15: Bear Conservation with ML, Serverless and Citizen Science
AWS Developers Intermediate 3y ago
Learn how to create an inclusive culture
ML Fundamentals
Learn how to create an inclusive culture
Coursera Intermediate 3y ago
Building The Future of ML on W&B
ML Fundamentals โšก AI Lesson
Building The Future of ML on W&B
Weights & Biases Intermediate 3y ago
Computer Vision Trends & Deployment with Francesco Zuppichini | The Real AI Podcast #2
ML Fundamentals
Computer Vision Trends & Deployment with Francesco Zuppichini | The Real AI Podcast #2
Aladdin Persson Beginner 3y ago
SEO & Coding #seo #coding
ML Fundamentals
SEO & Coding #seo #coding
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Stanford CS330 Deep Multi-Task & Meta Learning - Optimization-Based Meta-Learning l 2022 I Lecture 5
ML Fundamentals
Stanford CS330 Deep Multi-Task & Meta Learning - Optimization-Based Meta-Learning l 2022 I Lecture 5
Stanford Online Beginner 3y ago
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