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
I completed Andrej Karpathy’s AI challenge (advanced)
ML Fundamentals
I completed Andrej Karpathy’s AI challenge (advanced)
David Ondrej Intermediate 1y ago
Unsupervised Learning Essentials 🚀 - Exploring Data Patterns 🌌 - Topic 188 #ai #ml
ML Fundamentals ⚡ AI Lesson
Unsupervised Learning Essentials 🚀 - Exploring Data Patterns 🌌 - Topic 188 #ai #ml
deeplizard Beginner 1y ago
Are You Willing To Relocate?
ML Fundamentals
Are You Willing To Relocate?
Entri Coding മലയാളം Beginner 1y ago
How to fine-tune a model using LoRA (step by step)
ML Fundamentals ⚡ AI Lesson
How to fine-tune a model using LoRA (step by step)
Underfitted Intermediate 1y ago
Why do you have a career gap?
ML Fundamentals
Why do you have a career gap?
Entri Coding മലയാളം Beginner 1y ago
All Data Scientists Should Learn Software Engineering Principles // Catherine Nelson // Podcast #245
ML Fundamentals
All Data Scientists Should Learn Software Engineering Principles // Catherine Nelson // Podcast #245
MLOps.community Beginner 1y ago
I married a serial learner, part 1. #onlinelearning #reesateesa
ML Fundamentals
I married a serial learner, part 1. #onlinelearning #reesateesa
Coursera Beginner 1y ago
Supervised vs Unsupervised Learning 🔍 - ML Learning Types 📘 - Topic 187 #ai #ml
ML Fundamentals ⚡ AI Lesson
Supervised vs Unsupervised Learning 🔍 - ML Learning Types 📘 - Topic 187 #ai #ml
deeplizard Beginner 1y ago
Unifying Systems with Uber’s Michelangelo Platform // MLOps Podcast #239 clip
ML Fundamentals
Unifying Systems with Uber’s Michelangelo Platform // MLOps Podcast #239 clip
MLOps.community Advanced 1y ago
AI will not take your job. Here is what I think will happen instead.
ML Fundamentals ⚡ AI Lesson
AI will not take your job. Here is what I think will happen instead.
Underfitted Beginner 1y ago
Machine Learning in Production with Python | Feature Engineering & Model Training
ML Fundamentals ⚡ AI Lesson
Machine Learning in Production with Python | Feature Engineering & Model Training
DataCamp Beginner 1y ago
How Weights & Biases transformed Turnitin's ML workflow
ML Fundamentals ⚡ AI Lesson
How Weights & Biases transformed Turnitin's ML workflow
Weights & Biases Beginner 1y ago
Turnitin's Sumeet Singh and Saurabh Bipin Cahndra on partnering with Weights & Biases
ML Fundamentals ⚡ AI Lesson
Turnitin's Sumeet Singh and Saurabh Bipin Cahndra on partnering with Weights & Biases
Weights & Biases Beginner 1y ago
Learn about Stanford's Online's Professional & Graduate AI Programs
ML Fundamentals ⚡ AI Lesson
Learn about Stanford's Online's Professional & Graduate AI Programs
Stanford Online Beginner 1y ago
Security, privacy, and governance considerations for using AI at scale
ML Fundamentals ⚡ AI Lesson
Security, privacy, and governance considerations for using AI at scale
Google Cloud Tech Intermediate 1y ago
Bring the power of machine learning to the world of streaming data
ML Fundamentals
Bring the power of machine learning to the world of streaming data
Google Cloud Tech Beginner 1y ago
How IPRally built their ML platform on Ray and GKE
ML Fundamentals
How IPRally built their ML platform on Ray and GKE
Google Cloud Beginner 1y ago
Pinpoint climate risks to sustainable finance in the era of AI
ML Fundamentals
Pinpoint climate risks to sustainable finance in the era of AI
Google Cloud Beginner 1y ago
Career tips to help you land your first tech gig!
ML Fundamentals
Career tips to help you land your first tech gig!
Coursera Beginner 1y ago
Trump vs. Biden : A Data Scientist's Prediction (4 Months To Go)
ML Fundamentals
Trump vs. Biden : A Data Scientist's Prediction (4 Months To Go)
ritvikmath Intermediate 1y ago
Landing a Data Analyst Job after a Career Break  #codebasics #data #dataanalyst #datascientist
ML Fundamentals ⚡ AI Lesson
Landing a Data Analyst Job after a Career Break #codebasics #data #dataanalyst #datascientist
codebasics Beginner 1y ago
Informer distillation - EXPLAINED!
ML Fundamentals ⚡ AI Lesson
Informer distillation - EXPLAINED!
CodeEmporium Advanced 1y ago
What is Hugging Face? - Machine Learning Hub Explained
ML Fundamentals ⚡ AI Lesson
What is Hugging Face? - Machine Learning Hub Explained
NeuralNine Beginner 1y ago
How to Learn Machine Learning in 2024 (7 step roadmap)
ML Fundamentals
How to Learn Machine Learning in 2024 (7 step roadmap)
Infinite Codes Beginner 1y ago
RLHF in 60 Seconds #ReinforcementLearning #MachineLearning #AI
0:48
ML Fundamentals ⚡ AI Lesson
RLHF in 60 Seconds #ReinforcementLearning #MachineLearning #AI
AI Beware Beginner 1y ago
Building a Neobank: A Journey of Innovation and Leadership | Leading with Data 41
ML Fundamentals
Building a Neobank: A Journey of Innovation and Leadership | Leading with Data 41
Analytics Vidhya Intermediate 1y ago
Why did you leave your last job?
ML Fundamentals
Why did you leave your last job?
Entri Coding മലയാളം Beginner 1y ago
Finish Your Project Like a Boss! Workshop with Coding Mentors
ML Fundamentals ⚡ AI Lesson
Finish Your Project Like a Boss! Workshop with Coding Mentors
Entri Coding മലയാളം Beginner 1y ago
Deadlifts Desk Break 👩‍💻💪 Build Functional Strength with Mandy
ML Fundamentals ⚡ AI Lesson
Deadlifts Desk Break 👩‍💻💪 Build Functional Strength with Mandy
deeplizard Beginner 1y ago
How to create a successful Resume✌️
ML Fundamentals
How to create a successful Resume✌️
Entri Coding മലയാളം Beginner 1y ago
How to run Python Code in Mojo 🔥
ML Fundamentals
How to run Python Code in Mojo 🔥
Underfitted Intermediate 1y ago
Scaling AI in a highly regulated industry, powered by vertex AI
ML Fundamentals
Scaling AI in a highly regulated industry, powered by vertex AI
Google Cloud Beginner 1y ago
Labels & Encodings in ML 🏷️ - Preparing Data for Networks 🔢 - Topic 186 #ai #ml
ML Fundamentals ⚡ AI Lesson
Labels & Encodings in ML 🏷️ - Preparing Data for Networks 🔢 - Topic 186 #ai #ml
deeplizard Beginner 1y ago
Building a CI workflow for those who hate it (using GitHub Actions)
ML Fundamentals
Building a CI workflow for those who hate it (using GitHub Actions)
Underfitted Beginner 1y ago
Do you have any questions?
ML Fundamentals
Do you have any questions?
Entri Coding മലയാളം Beginner 1y ago
Enhancing Mercari's collaboration with Weights & Biases
ML Fundamentals ⚡ AI Lesson
Enhancing Mercari's collaboration with Weights & Biases
Weights & Biases Beginner 1y ago
Advance your Career: An Inside Look at Dartmouth's Online MEng Application and Courses 06.27.24.
ML Fundamentals
Advance your Career: An Inside Look at Dartmouth's Online MEng Application and Courses 06.27.24.
Coursera Beginner 1y ago
How does Lexical Scoping in Mojo 🔥 works (under 3 minutes)
ML Fundamentals
How does Lexical Scoping in Mojo 🔥 works (under 3 minutes)
Underfitted Beginner 1y ago
Delivering scalable AI infrastructure at Lambda Labs
ML Fundamentals
Delivering scalable AI infrastructure at Lambda Labs
Weights & Biases Intermediate 1y ago
When Pooch speaks, we listen. Find out more about degree pathways!
ML Fundamentals
When Pooch speaks, we listen. Find out more about degree pathways!
Coursera Beginner 1y ago
Using Labels in Training 🔖 - Supervised Learning Essentials 📚 - Topic 185 #ai #ml
ML Fundamentals ⚡ AI Lesson
Using Labels in Training 🔖 - Supervised Learning Essentials 📚 - Topic 185 #ai #ml
deeplizard Beginner 1y ago
Why should we hire you?
ML Fundamentals
Why should we hire you?
Entri Coding മലയാളം Beginner 1y ago
10 DAYS 10 QUESTIONS
ML Fundamentals ⚡ AI Lesson
10 DAYS 10 QUESTIONS
Entri Coding മലയാളം Beginner 1y ago
5/22 - Overview of CU Boulder's MS in Computer Science Program
ML Fundamentals
5/22 - Overview of CU Boulder's MS in Computer Science Program
Coursera Beginner 1y ago
Secret Allies in Your Garden 🐞🍐🐝 Nature Break with Mandy
ML Fundamentals ⚡ AI Lesson
Secret Allies in Your Garden 🐞🍐🐝 Nature Break with Mandy
deeplizard Beginner 1y ago
Get Better Posture with Reverse Delt Flies 💪🚶‍♀️ Desk Break Fitness with Mandy
ML Fundamentals ⚡ AI Lesson
Get Better Posture with Reverse Delt Flies 💪🚶‍♀️ Desk Break Fitness with Mandy
deeplizard Beginner 1y ago
Earn a degree at your own pace with degree pathways on Coursera. 📚
ML Fundamentals
Earn a degree at your own pace with degree pathways on Coursera. 📚
Coursera Beginner 1y ago
An introduction to Mojo (for Python developers)
ML Fundamentals
An introduction to Mojo (for Python developers)
Underfitted Beginner 1y ago
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Advanced Neural Network Techniques
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Advanced Neural Network Techniques
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Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I:  Concepts
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Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts
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Deploy ML Models to Production
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Self-paced
Deploy ML Models to Production
Opens on Coursera ↗
Machine Learning: Random Forest with Python from Scratch©
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Self-paced
Machine Learning: Random Forest with Python from Scratch©
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Interpretable Machine Learning Applications: Part 2
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Self-paced
Interpretable Machine Learning Applications: Part 2
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Graphs and Networks
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Graphs and Networks
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