Foundations

ML Fundamentals

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

11,258
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
At your service ๐ŸŽฉ
ML Fundamentals
At your service ๐ŸŽฉ
Coursera Beginner 3y ago
Whoโ€™s next? ๐Ÿค—
ML Fundamentals
Whoโ€™s next? ๐Ÿค—
Coursera Beginner 3y ago
Causal Effects via Regression w/ Python Code
ML Fundamentals
Causal Effects via Regression w/ Python Code
Shaw Talebi Beginner 3y ago
AI vs Programmers: Who Will Win? | Entri Elevate
ML Fundamentals
AI vs Programmers: Who Will Win? | Entri Elevate
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Tackle Overfitting in Machine Learning Models #InterviewQuestions #AVshorts
ML Fundamentals โšก AI Lesson
Tackle Overfitting in Machine Learning Models #InterviewQuestions #AVshorts
Analytics Vidhya Beginner 3y ago
Full Machine Learning Project โ€” Predictive Modelling (Part 6)
ML Fundamentals
Full Machine Learning Project โ€” Predictive Modelling (Part 6)
Dave Ebbelaar Beginner 3y ago
Weights & Biases Webinar: Accelerating Diffusion with Hugging Face
ML Fundamentals
Weights & Biases Webinar: Accelerating Diffusion with Hugging Face
Weights & Biases Beginner 3y ago
How can machine learning can benefit global food security
ML Fundamentals โšก AI Lesson
How can machine learning can benefit global food security
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
Exploring Tensorflow Hub: Using pre-trained web ML models
ML Fundamentals
Exploring Tensorflow Hub: Using pre-trained web ML models
Google for Developers Beginner 3y ago
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
Thinking Big with Machine Learning to Fight Food Insecurity
ML Fundamentals โšก AI Lesson
Thinking Big with Machine Learning to Fight Food Insecurity
The TWIML AI Podcast with Sam Charrington 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
#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
Full Machine Learning Project โ€” Fourier Transformation & Clustering (Part 5b)
ML Fundamentals
Full Machine Learning Project โ€” 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 เดฎเดฒเดฏเดพเดณเด‚ 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 โšก 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
Taking your first step into a new career in software engineering may be closer than you think.
ML Fundamentals
Taking your first step into a new career in software engineering may be closer than you think.
Coursera 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
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
Anyone, anywhere can transform their lives through learning.
ML Fundamentals
Anyone, anywhere can transform their lives through learning.
Coursera 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
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
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 donโ€™t need to quit your job or move to a new city to earn your degree!
ML Fundamentals
You donโ€™t need to quit your job or move to a new city to earn your degree!
Coursera Beginner 3y ago
Spotify's Machine Learning Journey
ML Fundamentals โšก AI Lesson
Spotify's Machine Learning Journey
The TWIML AI Podcast with Sam Charrington Beginner 3y ago
This is your sign to keep going. Youโ€™ve got this! ๐Ÿ†
ML Fundamentals
This is your sign to keep going. Youโ€™ve got this! ๐Ÿ†
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
Track Your HuggingFace Machine Learning Experiments with Weights & Biases
ML Fundamentals โšก AI Lesson
Track Your HuggingFace Machine Learning Experiments with Weights & Biases
Weights & Biases Beginner 3y ago
Get that โ€œI learned something newโ€ feeling! ๐Ÿ’๐Ÿปโ€โ™€๏ธ
ML Fundamentals
Get that โ€œI learned something newโ€ feeling! ๐Ÿ’๐Ÿปโ€โ™€๏ธ
Coursera Beginner 3y ago
Interview With Jeremy Howard On Our Extremely Primitive Approach To ML
ML Fundamentals โšก 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 โšก 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
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Databricks Associate Developer: Apache Spark with Python
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Databricks Associate Developer: Apache Spark with Python
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Calculus: Single Variable Part 3 - Integration
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Calculus: Single Variable Part 3 - Integration
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 Unsupervised Machine Learning
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Unsupervised Machine Learning
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Introduction to Image Generation - Deutsch
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Introduction to Image Generation - Deutsch
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Mathematics for Machine Learning: PCA
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Mathematics for Machine Learning: PCA
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Data Engineering in AWS
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Data Engineering in AWS
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