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
Data Science Bootcamp Information Session
ML Fundamentals
Data Science Bootcamp Information Session
Data Science Dojo Intermediate 1y ago
What Inspired You to Become a Developer? 👨‍💻 👩‍💻 ✨ Minecraft too?
ML Fundamentals
What Inspired You to Become a Developer? 👨‍💻 👩‍💻 ✨ Minecraft too?
NVIDIA Developer Intermediate 1y ago
“AI is cool, but 98% of the Human Brain is unknown” - Artem Kirsanov
ML Fundamentals ⚡ AI Lesson
“AI is cool, but 98% of the Human Brain is unknown” - Artem Kirsanov
David Ondrej Intermediate 1y ago
Data Science Roadmap 2024.
ML Fundamentals
Data Science Roadmap 2024.
codebasics Intermediate 1y ago
Number of Projects on a Data Analyst Resume.
ML Fundamentals
Number of Projects on a Data Analyst Resume.
codebasics Intermediate 1y ago
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
ML Fundamentals ⚡ AI Lesson
MLSecOps is Fundamental to Robust AISPM // Sean Morgan // MLOps Podcast #257
MLOps.community Intermediate 1y ago
Developers Won’t Code Anymore ❓
ML Fundamentals ⚡ AI Lesson
Developers Won’t Code Anymore ❓
Analytics Vidhya Intermediate 1y ago
Mathematics-Basics To Advanced For Data Science And Machine Learning Course
ML Fundamentals
Mathematics-Basics To Advanced For Data Science And Machine Learning Course
Krish Naik Intermediate 1y ago
Harris vs. Trump : A Data Scientist's Prediction (3 Months To Go)
ML Fundamentals ⚡ AI Lesson
Harris vs. Trump : A Data Scientist's Prediction (3 Months To Go)
ritvikmath Intermediate 1y ago
#225 The Full Stack Data Scientist | Savin Goyal, Co-Founder & CTO at Outerbounds
ML Fundamentals ⚡ AI Lesson
#225 The Full Stack Data Scientist | Savin Goyal, Co-Founder & CTO at Outerbounds
DataCamp Intermediate 1y ago
I completed Andrej Karpathy’s AI challenge (advanced)
ML Fundamentals
I completed Andrej Karpathy’s AI challenge (advanced)
David Ondrej Intermediate 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
How to run Python Code in Mojo 🔥
ML Fundamentals
How to run Python Code in Mojo 🔥
Underfitted Intermediate 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
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
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
Memory in Neuroscience and AI with Kim Stachenfeld, DeepMind
ML Fundamentals ⚡ AI Lesson
Memory in Neuroscience and AI with Kim Stachenfeld, DeepMind
DataCamp Intermediate 2y ago
AI Product Manager Workshop: Fine-tune Your ML Model - AI PM Community Session #52
ML Fundamentals ⚡ AI Lesson
AI Product Manager Workshop: Fine-tune Your ML Model - AI PM Community Session #52
Product Management Exercises Intermediate 2y ago
How to build a custom ML model on Google Cloud
ML Fundamentals
How to build a custom ML model on Google Cloud
Google Cloud Intermediate 2y ago
Career Advice from Sam Altman
ML Fundamentals
Career Advice from Sam Altman
Analytics Vidhya Intermediate 2y ago
Human x Machine: From Models to Products
ML Fundamentals
Human x Machine: From Models to Products
Weights & Biases Intermediate 2y ago
Machine Learning Fails: Are You Making These Mistakes?
ML Fundamentals
Machine Learning Fails: Are You Making These Mistakes?
Data Science Dojo Intermediate 2y ago
In the vector space of all advice...
ML Fundamentals
In the vector space of all advice...
3Blue1Brown Intermediate 2y ago
Cohere for AI - Roads to Research: A Panel Conversation on Research Question Ideation
ML Fundamentals ⚡ AI Lesson
Cohere for AI - Roads to Research: A Panel Conversation on Research Question Ideation
Cohere Intermediate 2y ago
AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip
ML Fundamentals
AI Quality in Mo's Eyes // Mohamed Elgendy // MLOps Podcast #229 clip
MLOps.community Intermediate 2y ago
Using Copilot in Dynamics 365 Business Central | #CopilotChronicles
ML Fundamentals ⚡ AI Lesson
Using Copilot in Dynamics 365 Business Central | #CopilotChronicles
Microsoft 365 Developer Intermediate 2y ago
RAG | Retrieval-Augmented Generation | New Series | Data Science | Simplyfying Data Science
ML Fundamentals
RAG | Retrieval-Augmented Generation | New Series | Data Science | Simplyfying Data Science
Abheeshth Intermediate 2y ago
Stanford EE274: Data Compression I 2023 I Lecture 6 - Arithmetic Coding
ML Fundamentals
Stanford EE274: Data Compression I 2023 I Lecture 6 - Arithmetic Coding
Stanford Online Intermediate 2y ago
Navigating Power Apps & Automate with Copilot's Guidance | #CopilotChronicles
ML Fundamentals
Navigating Power Apps & Automate with Copilot's Guidance | #CopilotChronicles
Microsoft 365 Developer Intermediate 2y ago
Pro-Palestine Google Employees Arrested Protesting Against Project Nimbus [Archive, April 16, 2024]
ML Fundamentals
Pro-Palestine Google Employees Arrested Protesting Against Project Nimbus [Archive, April 16, 2024]
Unicorn Riot Intermediate 2y ago
Revving Up Sales: How Carsales Boosts Profits with Metaflow
ML Fundamentals ⚡ AI Lesson
Revving Up Sales: How Carsales Boosts Profits with Metaflow
Outerbounds Intermediate 2y ago
Free Live Courses: Full-Stack Machine Learning and Building Systems with LLMs
ML Fundamentals ⚡ AI Lesson
Free Live Courses: Full-Stack Machine Learning and Building Systems with LLMs
Outerbounds Intermediate 2y ago
How many projects do you need to have on your resume?
ML Fundamentals ⚡ AI Lesson
How many projects do you need to have on your resume?
codebasics Intermediate 1y ago
Is Data Science a good career?
ML Fundamentals
Is Data Science a good career?
codebasics Intermediate 1y ago
Data Science Roadmap 2024
ML Fundamentals
Data Science Roadmap 2024
codebasics Intermediate 1y ago
Interrupted Time Series : Data Science Concepts
ML Fundamentals ⚡ AI Lesson
Interrupted Time Series : Data Science Concepts
ritvikmath Intermediate 2y ago
#214 Learning, Memory, Brains & AI | Kim Stachenfeld, Snr Research Scientist at Google DeepMind
ML Fundamentals ⚡ AI Lesson
#214 Learning, Memory, Brains & AI | Kim Stachenfeld, Snr Research Scientist at Google DeepMind
DataCamp Intermediate 2y ago
DataHack Summit 2024 | The Experience | Types of Session
ML Fundamentals ⚡ AI Lesson
DataHack Summit 2024 | The Experience | Types of Session
Analytics Vidhya Intermediate 2y ago
Data Analyst/Data Science vs Data Engineer!
ML Fundamentals ⚡ AI Lesson
Data Analyst/Data Science vs Data Engineer!
codebasics Intermediate 2y ago
#208 Monetizing Data & AI | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
ML Fundamentals ⚡ AI Lesson
#208 Monetizing Data & AI | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
DataCamp Intermediate 2y ago
Making Money with Data Products | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
ML Fundamentals ⚡ AI Lesson
Making Money with Data Products | Vin Vashishta from V Squared, & Tiffany Perkins-Munn from JPMC
DataCamp Intermediate 2y ago
5 Highest Paying Job Profile in Data Science
ML Fundamentals
5 Highest Paying Job Profile in Data Science
Analytics Vidhya Intermediate 2y ago
What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229
ML Fundamentals ⚡ AI Lesson
What is AI Quality? // Mohamed Elgendy // MLOps Podcast #229
MLOps.community Intermediate 2y ago
If I Marry "Data Science & AI" As A Profession...
ML Fundamentals
If I Marry "Data Science & AI" As A Profession...
codebasics Intermediate 2y ago
Astribot S1: Hello World! 🌎
ML Fundamentals
Astribot S1: Hello World! 🌎
Analytics Vidhya Intermediate 2y ago
7 Data Science Resume Projects
ML Fundamentals
7 Data Science Resume Projects
Analytics Vidhya Intermediate 2y ago
Deep Learning on Rails with PyTorch Lightning | Step by Step PyTorch
ML Fundamentals ⚡ AI Lesson
Deep Learning on Rails with PyTorch Lightning | Step by Step PyTorch
DataCamp Intermediate 2y ago
The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production
ML Fundamentals ⚡ AI Lesson
The State of Production Machine Learning in 2024 // Alejandro Saucedo // AI in Production
MLOps.community Intermediate 2y ago
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Machine Learning with PySpark
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Machine Learning with PySpark
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Introduction to Generative AI - Art of the Possible
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Introduction to Generative AI - Art of the Possible
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Introduction to AI and Machine Learning on GC - Deutsch
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Introduction to AI and Machine Learning on GC - Deutsch
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Calculus through Data & Modeling: Applying Differentiation
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Calculus through Data & Modeling: Applying Differentiation
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Applied Machine Learning with Python
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Applied Machine Learning with Python
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Basic Math: Derivatives
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Basic Math: Derivatives
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