Foundations

ML Fundamentals

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

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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
What is loop in programming? | A Beginner's Guide
ML Fundamentals
What is loop in programming? | A Beginner's Guide
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Open source AI is taking over - Leaked Google Document
ML Fundamentals
Open source AI is taking over - Leaked Google Document
Aladdin Persson Beginner 3y ago
Likelihood vs Probability
ML Fundamentals โšก AI Lesson
Likelihood vs Probability
StatQuest with Josh Starmer Beginner 3y ago
How I used my background in art and literature to unlock doors in #tech.
ML Fundamentals
How I used my background in art and literature to unlock doors in #tech.
Coursera Beginner 3y ago
What is our ethical responsibility with AI & Machine Learning? - Fei-Fei Li & Andrew Ng
ML Fundamentals โšก AI Lesson
What is our ethical responsibility with AI & Machine Learning? - Fei-Fei Li & Andrew Ng
Stanford Online Beginner 3y ago
AWS ML Heroes in 15: Harnessing Low-code/No-Code Machine Learning on AWS
ML Fundamentals โšก AI Lesson
AWS ML Heroes in 15: Harnessing Low-code/No-Code Machine Learning on AWS
AWS Developers Intermediate 3y ago
Building an Open Assistant API
ML Fundamentals
Building an Open Assistant API
sentdex Beginner 3y ago
North Korea's Cyber Warfare: Unveiling the Digital Arsenal
ML Fundamentals
North Korea's Cyber Warfare: Unveiling the Digital Arsenal
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Andrew Ng and Fei-Fei Li Discuss Human-Centered Artificial Intelligence - Stanford Online
ML Fundamentals โšก AI Lesson
Andrew Ng and Fei-Fei Li Discuss Human-Centered Artificial Intelligence - Stanford Online
Stanford Online Beginner 3y ago
๐Ÿ’ก Career idea: Front-end developer!
ML Fundamentals
๐Ÿ’ก Career idea: Front-end developer!
Coursera Beginner 3y ago
What's new in Machine Learning for Google Developers - American Sign Language
ML Fundamentals โšก AI Lesson
What's new in Machine Learning for Google Developers - American Sign Language
TensorFlow Beginner 3y ago
Whatโ€™s new in ChromeOS | Google I/O 2023 - American Sign Language
ML Fundamentals
Whatโ€™s new in ChromeOS | Google I/O 2023 - American Sign Language
Chrome for Developers Intermediate 3y ago
What's new in Machine Learning for Google Developers
ML Fundamentals โšก AI Lesson
What's new in Machine Learning for Google Developers
TensorFlow Beginner 3y ago
Building communications and contact center apps for the Web
ML Fundamentals
Building communications and contact center apps for the Web
Chrome for Developers Intermediate 3y ago
Supercharge your web app with Machine Learning and MediaPipe
ML Fundamentals
Supercharge your web app with Machine Learning and MediaPipe
Google for Developers Intermediate 3y ago
Analyze Text Readability & Complexity in Python
ML Fundamentals โšก AI Lesson
Analyze Text Readability & Complexity in Python
NeuralNine Beginner 3y ago
The five mega-trends shaping our world
ML Fundamentals โšก AI Lesson
The five mega-trends shaping our world
Saรฏd Business School, University of Oxford Intermediate 3y ago
Analyzing Credit Scores with tidymodels in R
ML Fundamentals โšก AI Lesson
Analyzing Credit Scores with tidymodels in R
DataCamp Intermediate 3y 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 3y ago
Geoffrey Hinton On The Dangers of AI
ML Fundamentals โšก AI Lesson
Geoffrey Hinton On The Dangers of AI
Aladdin Persson Beginner 3y ago
Image Augmentation is AMAZING!
ML Fundamentals โšก AI Lesson
Image Augmentation is AMAZING!
Rob Mulla Intermediate 3y ago
The importance of hyperparameter optimization
ML Fundamentals โšก AI Lesson
The importance of hyperparameter optimization
The TWIML AI Podcast with Sam Charrington Advanced 3y ago
All you Need To Know About Mojo Programming Language
ML Fundamentals
All you Need To Know About Mojo Programming Language
Krish Naik Beginner 3y 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 3y ago
Mojo Langโ€ฆ a fast futuristic Python alternative
ML Fundamentals
Mojo Langโ€ฆ a fast futuristic Python alternative
Fireship Beginner 3y ago
Audio classification - ML on Android with MediaPipe Series
ML Fundamentals
Audio classification - ML on Android with MediaPipe Series
Google for Developers Intermediate 3y 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 3y ago
Machine Learning Foundations Course โ€“ Regression Analysis
ML Fundamentals โšก AI Lesson
Machine Learning Foundations Course โ€“ Regression Analysis
freeCodeCamp.org Beginner 3y 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 3y 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 3y ago
Designing Machine Learning Systems author interview with Chip Huyen
ML Fundamentals
Designing Machine Learning Systems author interview with Chip Huyen
Sophia Yang Beginner 3y 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 3y ago
How to develop kiosk apps for ChromeOS
ML Fundamentals
How to develop kiosk apps for ChromeOS
Chrome for Developers Intermediate 3y ago
Whatโ€™s new in ChromeOS | Google I/O 2023
ML Fundamentals
Whatโ€™s new in ChromeOS | Google I/O 2023
Chrome for Developers Intermediate 3y ago
What advice do you have for getting started in AI & Machine Learning? - Fei-Fei Li & Andrew Ng
ML Fundamentals โšก AI Lesson
What advice do you have for getting started in AI & Machine Learning? - Fei-Fei Li & Andrew Ng
Stanford Online Beginner 3y ago
DYNAMIC PROGRAMMING | RECURSION
ML Fundamentals
DYNAMIC PROGRAMMING | RECURSION
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
Artificial Intelligence and its relationship with Machine Learning
ML Fundamentals
Artificial Intelligence and its relationship with Machine Learning
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 3y ago
My secret to career success? Networking. ๐Ÿค
ML Fundamentals
My secret to career success? Networking. ๐Ÿค
Coursera Beginner 3y 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 3y ago
Demystifying tech buzzwords!
ML Fundamentals
Demystifying tech buzzwords!
Coursera Beginner 3y 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 3y ago
Get started TODAY! ๐Ÿ ๐Ÿ’ฒ
ML Fundamentals
Get started TODAY! ๐Ÿ ๐Ÿ’ฒ
Coursera Beginner 3y 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 3y ago
[Paper Review]: Deep Neural Networks for YouTube Recommendations
ML Fundamentals
[Paper Review]: Deep Neural Networks for YouTube Recommendations
Aladdin Persson Beginner 3y 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 3y 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 3y 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 3y ago
Time to ramp up your resume ๐Ÿ“
ML Fundamentals
Time to ramp up your resume ๐Ÿ“
Coursera Beginner 3y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Project on Recommendation Engine - Advanced Book Recommender
๐Ÿ“š Coursera Course โ†—
Self-paced
Project on Recommendation Engine - Advanced Book Recommender
Opens on Coursera โ†—
Build & Optimize TensorFlow ML Workflows
๐Ÿ“š Coursera Course โ†—
Self-paced
Build & Optimize TensorFlow ML Workflows
Opens on Coursera โ†—
Introduction to Long Short Term Memory (LSTM) Training
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Long Short Term Memory (LSTM) Training
Opens on Coursera โ†—
Logistic Regression with NumPy and Python
๐Ÿ“š Coursera Course โ†—
Self-paced
Logistic Regression with NumPy and Python
Opens on Coursera โ†—
Dรฉployer et adapter des modรจles d'IA avec Cloud Run
๐Ÿ“š Coursera Course โ†—
Self-paced
Dรฉployer et adapter des modรจles d'IA avec Cloud Run
Opens on Coursera โ†—
Face Recognition with Keras: Detect & Classify
๐Ÿ“š Coursera Course โ†—
Self-paced
Face Recognition with Keras: Detect & Classify
Opens on Coursera โ†—