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
Tutorial: How to use raw tensorFlow.js pre-trained models in browser
ML Fundamentals
Tutorial: How to use raw tensorFlow.js pre-trained models in browser
Google for Developers Beginner 3y ago
TensorFlow fundamentals: What are tensors in TensorFlow.js?
ML Fundamentals
TensorFlow fundamentals: What are tensors in TensorFlow.js?
Google for Developers Beginner 3y ago
Thinking Big with Machine Learning to Fight Food Insecurity
ML Fundamentals ⚡ AI Lesson
Thinking Big with Machine Learning to Fight Food Insecurity
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Anyone, anywhere can transform their lives through learning.
ML Fundamentals
Anyone, anywhere can transform their lives through learning.
Coursera Beginner 3y ago
Jensen's Inequality : Data Science Basics
ML Fundamentals
Jensen's Inequality : Data Science Basics
ritvikmath Beginner 3y ago
Challenges and Concerns of Using GPT-3 in Enterprise Settings // Alex Ratner // MLOps Podcast Shorts
ML Fundamentals
Challenges and Concerns of Using GPT-3 in Enterprise Settings // Alex Ratner // MLOps Podcast Shorts
MLOps.community Beginner 3y ago
8 Learning Tips and Tricks to Boost Study Skills for Online Learning
ML Fundamentals
8 Learning Tips and Tricks to Boost Study Skills for Online Learning
Coursera Beginner 3y ago
#120 Data Trends & predictions for 2023 ( with Jo Corneliessen and Martijn Theuwissen)
ML Fundamentals
#120 Data Trends & predictions for 2023 ( with Jo Corneliessen and Martijn Theuwissen)
DataCamp Beginner 3y ago
Jeremy Howard Discusses Our Primitive Approach To ML
ML Fundamentals
Jeremy Howard Discusses Our Primitive Approach To ML
Weights & Biases Beginner 3y ago
Deep Learning Changes Everything
ML Fundamentals
Deep Learning Changes Everything
Dwarkesh Patel Beginner 3y ago
Spotify's Machine Learning Journey
ML Fundamentals ⚡ AI Lesson
Spotify's Machine Learning Journey
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Full Machine Learning Project — Fourier Transformation & Clustering (Part 5b)
ML Fundamentals
Full Machine Learning Project — Fourier Transformation & Clustering (Part 5b)
Dave Ebbelaar Beginner 3y ago
Data Science Immersive Bootcamp
ML Fundamentals
Data Science Immersive Bootcamp
Analytics Vidhya Beginner 3y ago
Will AI Take Over Programmers Jobs? | Entri Elevate
ML Fundamentals
Will AI Take Over Programmers Jobs? | Entri Elevate
Entri Coding മലയാളം Beginner 3y ago
Track Your HuggingFace Machine Learning Experiments with Weights & Biases
ML Fundamentals ⚡ AI Lesson
Track Your HuggingFace Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
2023 Network Engineer path to success: CCNA?
ML Fundamentals
2023 Network Engineer path to success: CCNA?
David Bombal Beginner 3y ago
Malware and Machine Learning - Computerphile
ML Fundamentals ⚡ AI Lesson
Malware and Machine Learning - Computerphile
Computerphile Beginner 3y ago
The Motivation for MLOps // Steven Fines // MLOps Meetup #118
ML Fundamentals
The Motivation for MLOps // Steven Fines // MLOps Meetup #118
MLOps.community Beginner 3y ago
Can you become a Data Scientist without a Ph.D?
ML Fundamentals
Can you become a Data Scientist without a Ph.D?
Underfitted Beginner 3y ago
Methods for Explaining the Blackbox of Machine Learning Model | DataHour by Subhodeep Mukherjee
ML Fundamentals
Methods for Explaining the Blackbox of Machine Learning Model | DataHour by Subhodeep Mukherjee
Analytics Vidhya Beginner 3y ago
My FULL STACK MACHINE LEARNING course is FINALLY DONE!
ML Fundamentals ⚡ AI Lesson
My FULL STACK MACHINE LEARNING course is FINALLY DONE!
Nicholas Renotte Beginner 3y ago
Tutorial: Make a web-based smart camera with the COCO-SSD machine learning model in TensorFlow
ML Fundamentals
Tutorial: Make a web-based smart camera with the COCO-SSD machine learning model in TensorFlow
Google for Developers Beginner 3y ago
3.3.5: Make your own web based smart camera in JS - Part 5
ML Fundamentals
3.3.5: Make your own web based smart camera in JS - Part 5
Google for Developers Beginner 3y ago
3.3.4: Make your own web based smart camera in JS - Part 4
ML Fundamentals
3.3.4: Make your own web based smart camera in JS - Part 4
Google for Developers Beginner 3y ago
3.3.3: Build a web based smart camera in JavaScript - Part 3
ML Fundamentals
3.3.3: Build a web based smart camera in JavaScript - Part 3
Google for Developers Beginner 3y ago
3.3.2: Make your own web based smart camera in JS - Part 2
ML Fundamentals
3.3.2: Make your own web based smart camera in JS - Part 2
Google for Developers Beginner 3y ago
3.3.1: Make your own web based smart camera in JS - Part 1
ML Fundamentals
3.3.1: Make your own web based smart camera in JS - Part 1
Google for Developers Beginner 3y ago
2.5: 3 ways to use Machine Learning on the web with TensorFlow.js
ML Fundamentals
2.5: 3 ways to use Machine Learning on the web with TensorFlow.js
Google for Developers Beginner 3y ago
2.4: What is TensorFlow.js? (JavaScript + Machine Learning)
ML Fundamentals
2.4: What is TensorFlow.js? (JavaScript + Machine Learning)
Google for Developers Beginner 3y ago
Machine learning systems primer: How to train ML models
ML Fundamentals
Machine learning systems primer: How to train ML models
Google for Developers Beginner 3y ago
2.2: Demystifying Machine Learning
ML Fundamentals
2.2: Demystifying Machine Learning
Google for Developers Beginner 3y ago
AI demystified: The difference between artificial intelligence, machine learning, and deep learning
ML Fundamentals
AI demystified: The difference between artificial intelligence, machine learning, and deep learning
Google for Developers Beginner 3y ago
1.1:  Machine Learning for Web Devs & Creatives (Web ML) - Next gen web apps with TensorFlow.js
ML Fundamentals
1.1: Machine Learning for Web Devs & Creatives (Web ML) - Next gen web apps with TensorFlow.js
Google for Developers Beginner 3y ago
You don’t need to quit your job or move to a new city to earn your degree!
ML Fundamentals
You don’t need to quit your job or move to a new city to earn your degree!
Coursera Beginner 3y ago
This is your sign to keep going. You’ve got this! 🏆
ML Fundamentals
This is your sign to keep going. You’ve got this! 🏆
Coursera Beginner 3y ago
When is it time to quit your job?
ML Fundamentals
When is it time to quit your job?
Coursera Beginner 3y ago
6 steps to find a technical career you can study at night
ML Fundamentals
6 steps to find a technical career you can study at night
Coursera Beginner 3y ago
Get that “I learned something new” feeling! 💁🏻‍♀️
ML Fundamentals
Get that “I learned something new” feeling! 💁🏻‍♀️
Coursera Beginner 3y ago
Interview With Jeremy Howard On Our Extremely Primitive Approach To ML
ML Fundamentals ⚡ AI Lesson
Interview With Jeremy Howard On Our Extremely Primitive Approach To ML
Weights & Biases Beginner 3y ago
An Interview With Jeremy Howard For Gradient Dissent
ML Fundamentals
An Interview With Jeremy Howard For Gradient Dissent
Weights & Biases Beginner 3y ago
"Machine learning doesn't give you for free anything you didn't explicitly ask for"
ML Fundamentals ⚡ AI Lesson
"Machine learning doesn't give you for free anything you didn't explicitly ask for"
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
The Geospatial Machine Learning Revolution Is Upon Us
ML Fundamentals ⚡ AI Lesson
The Geospatial Machine Learning Revolution Is Upon Us
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Must have Digital Profiles for Data Science Aspirant #AVshorts #shorts
ML Fundamentals
Must have Digital Profiles for Data Science Aspirant #AVshorts #shorts
Analytics Vidhya Beginner 3y ago
Starting with small, achievable steps can set you up for success! 📚
ML Fundamentals
Starting with small, achievable steps can set you up for success! 📚
Coursera Beginner 3y ago
Did you know that Python is one of the world’s most popular programming languages? 📍
ML Fundamentals
Did you know that Python is one of the world’s most popular programming languages? 📍
Coursera Beginner 3y ago
Nothing like making your dreams come true one skill, one project, or one course at a time. ✨
ML Fundamentals
Nothing like making your dreams come true one skill, one project, or one course at a time. ✨
Coursera Beginner 3y ago
Send that life changing text! 📱
ML Fundamentals
Send that life changing text! 📱
Coursera Beginner 3y ago
If you’re thinking about a career change, you’ve come to the right place. 💭
ML Fundamentals
If you’re thinking about a career change, you’ve come to the right place. 💭
Coursera Beginner 3y ago
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Debug ML Code: Fix, Trace & Evaluate
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Microsoft Azure - Basics
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Deep Learning Methods for Healthcare
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