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
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 2y ago
Why do you have a career gap?
ML Fundamentals
Why do you have a career gap?
Entri Coding മലയാളം Beginner 2y ago
Why did you leave your last job?
ML Fundamentals
Why did you leave your last job?
Entri Coding മലയാളം Beginner 2y 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 2y ago
I married a serial learner, part 1. #onlinelearning #reesateesa
ML Fundamentals
I married a serial learner, part 1. #onlinelearning #reesateesa
Coursera Beginner 2y ago
All About Automated Crypto Trading Bots | Crypto Trading Bot App Development Company| Blocktunix
ML Fundamentals
All About Automated Crypto Trading Bots | Crypto Trading Bot App Development Company| Blocktunix
Blocktunix - Blockchain Development Company Advanced 2y 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 2y 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 2y ago
How Weights & Biases transformed Turnitin's ML workflow
ML Fundamentals ⚡ AI Lesson
How Weights & Biases transformed Turnitin's ML workflow
Weights & Biases Beginner 2y 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 2y 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 2y 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 2y 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 2y 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 2y 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 2y 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 2y 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 2y 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 2y ago
AI NOW: Mastering Gradient Descent | Practically Explained with Mathematical Implementation
ML Fundamentals
AI NOW: Mastering Gradient Descent | Practically Explained with Mathematical Implementation
Talent Catalyst AI Beginner 2y ago
What is Hugging Face? - Machine Learning Hub Explained
ML Fundamentals ⚡ AI Lesson
What is Hugging Face? - Machine Learning Hub Explained
NeuralNine Beginner 2y ago
AI Agents for Consumers // Shaun Wei // MLOps Podcast #244
ML Fundamentals ⚡ AI Lesson
AI Agents for Consumers // Shaun Wei // MLOps Podcast #244
MLOps.community Advanced 2y ago
𝗠𝗨𝗦𝗧 𝗛𝗔𝗩𝗘 𝗔𝗜 for Computer Programming (Not ChatGPT) | Codium AI
ML Fundamentals
𝗠𝗨𝗦𝗧 𝗛𝗔𝗩𝗘 𝗔𝗜 for Computer Programming (Not ChatGPT) | Codium AI
Manish Sharma Advanced 2y ago
Interrupted Time Series : Data Science Concepts
ML Fundamentals ⚡ AI Lesson
Interrupted Time Series : Data Science Concepts
ritvikmath Intermediate 2y ago
Fast Track Your ML Career: Job vs. Grad School
ML Fundamentals
Fast Track Your ML Career: Job vs. Grad School
Jean Lee Beginner 2y ago
Speech-to-Text : Google Speech Recognition vs OpenAI Whisper | Practical Python Implementation
ML Fundamentals
Speech-to-Text : Google Speech Recognition vs OpenAI Whisper | Practical Python Implementation
Talent Catalyst AI Beginner 2y ago
Custom Machine Learning Models in Python with Scikit-Learn
ML Fundamentals ⚡ AI Lesson
Custom Machine Learning Models in Python with Scikit-Learn
NeuralNine Intermediate 2y ago
Nvidia Software company #technology #smartphone #smarttech
ML Fundamentals
Nvidia Software company #technology #smartphone #smarttech
Smart Amazing Technology Beginner 2y ago
NEW Multi-Modal AI by APPLE
ML Fundamentals ⚡ AI Lesson
NEW Multi-Modal AI by APPLE
Discover AI Beginner 2y ago
Machine Learning Paradigm: Reinforcement Learning
ML Fundamentals ⚡ AI Lesson
Machine Learning Paradigm: Reinforcement Learning
CodeEmporium Beginner 2y 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 2y ago
How to create a successful Resume✌️
ML Fundamentals
How to create a successful Resume✌️
Entri Coding മലയാളം Beginner 2y ago
How to run Python Code in Mojo 🔥
ML Fundamentals
How to run Python Code in Mojo 🔥
Underfitted Intermediate 2y 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 2y 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 2y ago
Do you have any questions?
ML Fundamentals
Do you have any questions?
Entri Coding മലയാളം Beginner 2y ago
Enhancing Mercari's collaboration with Weights & Biases
ML Fundamentals ⚡ AI Lesson
Enhancing Mercari's collaboration with Weights & Biases
Weights & Biases Beginner 2y 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 2y 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 2y ago
Why should we hire you?
ML Fundamentals
Why should we hire you?
Entri Coding മലയാളം Beginner 2y ago
10 DAYS 10 QUESTIONS
ML Fundamentals ⚡ AI Lesson
10 DAYS 10 QUESTIONS
Entri Coding മലയാളം Beginner 2y 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 2y 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 2y ago
An introduction to Mojo (for Python developers)
ML Fundamentals
An introduction to Mojo (for Python developers)
Underfitted Beginner 2y ago
Importance of AI strategy and infrastructure transformation
ML Fundamentals ⚡ AI Lesson
Importance of AI strategy and infrastructure transformation
Weights & Biases Beginner 2y ago
Get your career in shape!💪🏼 #newcareer #onlinelearning #degree
ML Fundamentals
Get your career in shape!💪🏼 #newcareer #onlinelearning #degree
Coursera Beginner 2y ago
Advance your career in marketing with Royal Holloway, University of London
ML Fundamentals
Advance your career in marketing with Royal Holloway, University of London
Coursera Beginner 2y ago
Northeastern DAE and MSIS - Women in Tech 6.20.24.
ML Fundamentals
Northeastern DAE and MSIS - Women in Tech 6.20.24.
Coursera Beginner 2y ago
AI NOW: Master Vector Database | Practical Examples & Python Implementation for AI Enthusiasts
ML Fundamentals
AI NOW: Master Vector Database | Practical Examples & Python Implementation for AI Enthusiasts
Talent Catalyst AI Beginner 2y ago
📚 Continue on Coursera External links · Free to audit
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Introduction to Thermodynamics: Transferring Energy from Here to There
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Introduction to Thermodynamics: Transferring Energy from Here to There
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MongoDB Aggregation Framework
📚 External: Coursera ↗
Self-paced
MongoDB Aggregation Framework
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Computer Vision Fundamentals with Google Cloud
📚 External: Coursera ↗
Self-paced
Computer Vision Fundamentals with Google Cloud
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Calculus through Data & Modeling: Precalculus Review
📚 External: Coursera ↗
Self-paced
Calculus through Data & Modeling: Precalculus Review
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Skill Up with Python: Data Science and Machine Learning Recipes
📚 External: Coursera ↗
Self-paced
Skill Up with Python: Data Science and Machine Learning Recipes
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Infraestrutura de IA: Cloud TPUs
📚 External: Coursera ↗
Self-paced
Infraestrutura de IA: Cloud TPUs
Opens on Coursera ↗