Foundations

ML Fundamentals

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

11,390
lessons
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
Artificial Intelligence and its relationship with Machine Learning
ML Fundamentals
Artificial Intelligence and its relationship with Machine Learning
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Analyzing Credit Scores with tidymodels in R
ML Fundamentals โšก AI Lesson
Analyzing Credit Scores with tidymodels in R
DataCamp Intermediate 2y ago
Train Computer Vision Models Using AutoML in NVIDIA TAO Toolkit
ML Fundamentals
Train Computer Vision Models Using AutoML in NVIDIA TAO Toolkit
NVIDIA Developer Beginner 2y ago
Geoffrey Hinton On The Dangers of AI
ML Fundamentals โšก AI Lesson
Geoffrey Hinton On The Dangers of AI
Aladdin Persson Beginner 2y ago
My secret to career success? Networking. ๐Ÿค
ML Fundamentals
My secret to career success? Networking. ๐Ÿค
Coursera Beginner 2y ago
Image Augmentation is AMAZING!
ML Fundamentals โšก AI Lesson
Image Augmentation is AMAZING!
Rob Mulla Intermediate 2y ago
Is a Career in AI and Machine Learning Right for Me? - Fei-Fei Li & Andrew Ng
ML Fundamentals
Is a Career in AI and Machine Learning Right for Me? - Fei-Fei Li & Andrew Ng
Stanford Online Beginner 2y ago
The importance of hyperparameter optimization
ML Fundamentals โšก AI Lesson
The importance of hyperparameter optimization
The TWIML AI Podcast with Sam Charrington Advanced 2y ago
Demystifying tech buzzwords!
ML Fundamentals
Demystifying tech buzzwords!
Coursera Beginner 2y ago
All you Need To Know About Mojo Programming Language
ML Fundamentals
All you Need To Know About Mojo Programming Language
Krish Naik Beginner 2y ago
Neural Networks 101: Practical Hands-on Session | Beginner Level | DataHour by Prashant Sahu
ML Fundamentals โšก AI Lesson
Neural Networks 101: Practical Hands-on Session | Beginner Level | DataHour by Prashant Sahu
Analytics Vidhya Intermediate 2y ago
[Paper Review]: Deep & Cross Network for Ad Click Predictions by Google
ML Fundamentals โšก AI Lesson
[Paper Review]: Deep & Cross Network for Ad Click Predictions by Google
Aladdin Persson Beginner 2y ago
Mojo Langโ€ฆ a fast futuristic Python alternative
ML Fundamentals
Mojo Langโ€ฆ a fast futuristic Python alternative
Fireship Beginner 2y ago
Audio classification - ML on Android with MediaPipe Series
ML Fundamentals
Audio classification - ML on Android with MediaPipe Series
Google for Developers Intermediate 2y ago
Mojo ๐Ÿ”ฅ โ€” a new programming language for AI developers (first look)
ML Fundamentals โšก AI Lesson
Mojo ๐Ÿ”ฅ โ€” a new programming language for AI developers (first look)
Patrick Loeber Intermediate 2y ago
Machine Learning Foundations Course โ€“ Regression Analysis
ML Fundamentals โšก AI Lesson
Machine Learning Foundations Course โ€“ Regression Analysis
freeCodeCamp.org Beginner 2y ago
Beyond Python and ML: 3 key skills for a machine learning engineer in tech companies
ML Fundamentals โšก AI Lesson
Beyond Python and ML: 3 key skills for a machine learning engineer in tech companies
DeepLearning Hero Beginner 2y ago
Promoting Distributed Innovation // Melissa Barr & Michael Mui // MLOps Podcast #154 video clip
ML Fundamentals
Promoting Distributed Innovation // Melissa Barr & Michael Mui // MLOps Podcast #154 video clip
MLOps.community Intermediate 2y ago
The Secret Behind Netflix's Recommendation Algorithm | Discover the Hidden Truth
ML Fundamentals โšก AI Lesson
The Secret Behind Netflix's Recommendation Algorithm | Discover the Hidden Truth
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Designing Machine Learning Systems author interview with Chip Huyen
ML Fundamentals
Designing Machine Learning Systems author interview with Chip Huyen
Sophia Yang Beginner 2y ago
Getting Started with NGC Part 1: NGC API Key Generator
ML Fundamentals โšก AI Lesson
Getting Started with NGC Part 1: NGC API Key Generator
NVIDIA Developer Beginner 2y ago
Late Night Talks- Live Q&A- Lets See Who Are Awake
ML Fundamentals
Late Night Talks- Live Q&A- Lets See Who Are Awake
Krish Naik Beginner 2y ago
How Netflix uses Machine Learning? | ML Use Cases | How Does Netflix Work?
ML Fundamentals
How Netflix uses Machine Learning? | ML Use Cases | How Does Netflix Work?
Analytics Vidhya Beginner 2y ago
Model training with MediaPipe Model Maker - ML on Android with MediaPipe Series
ML Fundamentals
Model training with MediaPipe Model Maker - ML on Android with MediaPipe Series
Google for Developers Beginner 3y ago
Deep Learning in Google Maps
ML Fundamentals
Deep Learning in Google Maps
MLOps.community Intermediate 3y ago
AI Learns to Walk (deep reinforcement learning)
ML Fundamentals
AI Learns to Walk (deep reinforcement learning)
AI Warehouse Beginner 3y ago
10 Math Concepts for Programmers
ML Fundamentals
10 Math Concepts for Programmers
Fireship Beginner 3y ago
Preparing Data at Scale with Amazon SageMaker Notebooks- AWS Machine Learning in 15
ML Fundamentals
Preparing Data at Scale with Amazon SageMaker Notebooks- AWS Machine Learning in 15
AWS Developers Intermediate 3y ago
Natural Language Processing meets MLOps
ML Fundamentals โšก AI Lesson
Natural Language Processing meets MLOps
Outerbounds Intermediate 3y ago
Building an inclusive community in the field of Machine Learning
ML Fundamentals โšก AI Lesson
Building an inclusive community in the field of Machine Learning
TensorFlow Beginner 3y ago
The Truth About Machine Learning and AI Revealed
ML Fundamentals
The Truth About Machine Learning and AI Revealed
Tech With Tim Beginner 3y ago
Get started TODAY! ๐Ÿ ๐Ÿ’ฒ
ML Fundamentals
Get started TODAY! ๐Ÿ ๐Ÿ’ฒ
Coursera Beginner 2y ago
Earn an Online Bachelor's Degree From a Top University on Coursera
ML Fundamentals
Earn an Online Bachelor's Degree From a Top University on Coursera
Coursera Beginner 2y ago
[Paper Review]: Deep Neural Networks for YouTube Recommendations
ML Fundamentals
[Paper Review]: Deep Neural Networks for YouTube Recommendations
Aladdin Persson Beginner 2y ago
Getting Started with NGC Part 2: NGC CLI Container Download
ML Fundamentals
Getting Started with NGC Part 2: NGC CLI Container Download
NVIDIA Developer Beginner 2y ago
Getting Started with NGC Part 3: NGC Model Download Workflow
ML Fundamentals โšก AI Lesson
Getting Started with NGC Part 3: NGC Model Download Workflow
NVIDIA Developer Beginner 2y ago
Time to ramp up your resume ๐Ÿ“
ML Fundamentals
Time to ramp up your resume ๐Ÿ“
Coursera Beginner 2y ago
MLBros #1: Exploring LLMs, SAM, SEEM, TrackAnything & DINOv2
ML Fundamentals โšก AI Lesson
MLBros #1: Exploring LLMs, SAM, SEEM, TrackAnything & DINOv2
Aladdin Persson Beginner 2y ago
Learning about PyTorch Lightning on stream
ML Fundamentals
Learning about PyTorch Lightning on stream
Aladdin Persson Beginner 2y ago
Learn Black history from Black instructors.
ML Fundamentals
Learn Black history from Black instructors.
Coursera Beginner 2y ago
FREE course from MOMA! ๐Ÿšจ
ML Fundamentals
FREE course from MOMA! ๐Ÿšจ
Coursera Beginner 3y ago
Nicolai Nielsen: Mastering Computer Vision, Career Paths & Content Creation | The Real AI Podcast #3
ML Fundamentals
Nicolai Nielsen: Mastering Computer Vision, Career Paths & Content Creation | The Real AI Podcast #3
Aladdin Persson Beginner 3y ago
Graphic design careers are ๐Ÿ”ฅ
ML Fundamentals
Graphic design careers are ๐Ÿ”ฅ
Coursera Beginner 3y ago
Generating Labeled Data through Weak Supervision | DataHour by Bharath Kumar (Salesforce)
ML Fundamentals
Generating Labeled Data through Weak Supervision | DataHour by Bharath Kumar (Salesforce)
Analytics Vidhya Beginner 3y ago
If youโ€™re looking for careers with flexible hours and work schedules
ML Fundamentals
If youโ€™re looking for careers with flexible hours and work schedules
Coursera Beginner 3y ago
AI Enthusiasts Unite - DataHack Summit 2023 is Here! #shorts
ML Fundamentals
AI Enthusiasts Unite - DataHack Summit 2023 is Here! #shorts
Analytics Vidhya Beginner 3y ago
Introduction - ML on Android with MediaPipe Series
ML Fundamentals
Introduction - ML on Android with MediaPipe Series
Google for Developers Beginner 3y ago
What is AI, ML, and Deep Learning?
ML Fundamentals
What is AI, ML, and Deep Learning?
Google for Developers Beginner 3y ago
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Introduction to AI and Machine Learning on Google Cloud
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Introduction to AI and Machine Learning on Google Cloud
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Math for AI Beginner Part 2 : Vector Calulus
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Math for AI Beginner Part 2 : Vector Calulus
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Diabetes Disease Detection with XG-Boost and Neural Networks
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Diabetes Disease Detection with XG-Boost and Neural Networks
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Create Image Captioning Models - Italiano
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Create Image Captioning Models - Italiano
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Demand Forecasting Using Time Series
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Demand Forecasting Using Time Series
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