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
#11 AI for Good Specialization [Course 1, Week 2, Lesson 1]
ML Fundamentals ⚡ AI Lesson
#11 AI for Good Specialization [Course 1, Week 2, Lesson 1]
DeepLearningAI Beginner 2y ago
#10 AI for Good Specialization [Course 1, Week 1, Lesson 3]
ML Fundamentals ⚡ AI Lesson
#10 AI for Good Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI Beginner 2y ago
Polar artifacts in long-term AI-based atmospheric simulation
ML Fundamentals
Polar artifacts in long-term AI-based atmospheric simulation
NVIDIA Developer Beginner 2y ago
Stable 5-month-long AI-based atmospheric simulation in minutes
ML Fundamentals
Stable 5-month-long AI-based atmospheric simulation in minutes
NVIDIA Developer Beginner 2y ago
Intro to KERAS 3 (KERAS core) for PyTorch & JAX
ML Fundamentals
Intro to KERAS 3 (KERAS core) for PyTorch & JAX
Discover AI Beginner 2y ago
Common mistakes while choosing coding career | Elevate Coding Malayalam
ML Fundamentals ⚡ AI Lesson
Common mistakes while choosing coding career | Elevate Coding Malayalam
Entri Coding മലയാളം Beginner 2y ago
Course: Machine Learning for Business Decision Optimization
ML Fundamentals
Course: Machine Learning for Business Decision Optimization
Weights & Biases Intermediate 2y ago
HOW DOES UI/UX AFFECT YOUR EVERYDAY LIFE
ML Fundamentals ⚡ AI Lesson
HOW DOES UI/UX AFFECT YOUR EVERYDAY LIFE
Entri Coding മലയാളം Beginner 2y ago
Do you HAVE to do a PhD to work with top-tier AI models/companies?
ML Fundamentals
Do you HAVE to do a PhD to work with top-tier AI models/companies?
What's AI by Louis-François Bouchard Beginner 2y ago
Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Neural Networks - Lecture 5 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
Learning - Lecture 4 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Learning - Lecture 4 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
Andrew Ng's Secret to Mastering Machine Learning - Part 2 #shorts
ML Fundamentals ⚡ AI Lesson
Andrew Ng's Secret to Mastering Machine Learning - Part 2 #shorts
Data Sensei Beginner 2y ago
A Data Scientist's Take on the Affirmative Action Ruling
ML Fundamentals ⚡ AI Lesson
A Data Scientist's Take on the Affirmative Action Ruling
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Live- Discussing Recent Development In Generative AI
ML Fundamentals
Live- Discussing Recent Development In Generative AI
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Results of the Open Source AI Game Jam
ML Fundamentals
Results of the Open Source AI Game Jam
HuggingFace Beginner 2y ago
Greg Michaelson   AutoML as it should have always been | JupyterCon 2023
ML Fundamentals
Greg Michaelson AutoML as it should have always been | JupyterCon 2023
JupyterCon Intermediate 2y ago
Jovan Stojanovic   Machine learning with dirty tables: encoding, joining and deduplicating
ML Fundamentals
Jovan Stojanovic Machine learning with dirty tables: encoding, joining and deduplicating
JupyterCon Beginner 2y ago
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ML Fundamentals ⚡ AI Lesson
How to Hack an AI
SANS Institute Advanced 2y ago
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ML Fundamentals ⚡ AI Lesson
A Long Way Till AGI
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ML Fundamentals
Negotiation Tips for Women
Stanford Online Beginner 2y ago
The secret to Accelerate #ML and #GenerativeAI: ML Developer Tools from Weights & Biases.
ML Fundamentals
The secret to Accelerate #ML and #GenerativeAI: ML Developer Tools from Weights & Biases.
Google Cloud Advanced 2y ago
Do Applied AI Projects (even if you want to do pure research!)
ML Fundamentals
Do Applied AI Projects (even if you want to do pure research!)
What's AI by Louis-François Bouchard Beginner 2y ago
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ML Fundamentals
100% Private & Local PDF ChatBot (without langchain)
Abhishek Thakur Beginner 2y ago
How are you redefining what’s possible?
ML Fundamentals
How are you redefining what’s possible?
Coursera Beginner 2y ago
Use your knowledge of Python to make AI
ML Fundamentals
Use your knowledge of Python to make AI
Google for Developers Beginner 2y ago
Collaboration Between PyTorch and Hardware Providers
ML Fundamentals
Collaboration Between PyTorch and Hardware Providers
Weights & Biases Beginner 2y ago
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ML Fundamentals ⚡ AI Lesson
AI 101: The main types of AI
365 Data Science Beginner 2y ago
#9 AI for Good Specialization [Course 1, Week 1, Lesson 3]
ML Fundamentals
#9 AI for Good Specialization [Course 1, Week 1, Lesson 3]
DeepLearningAI Beginner 2y ago
#8 AI for Good Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals
#8 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Beginner 2y ago
#7 AI for Good Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals
#7 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Beginner 2y ago
#6 AI for Good Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals
#6 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Beginner 2y ago
#5 AI for Good Specialization [Course 1, Week 1, Lesson 2]
ML Fundamentals
#5 AI for Good Specialization [Course 1, Week 1, Lesson 2]
DeepLearningAI Beginner 2y ago
#4 AI for Good Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#4 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Beginner 2y ago
#2 AI for Good Specialization [Course 1, Week 1, Lesson 1]
ML Fundamentals
#2 AI for Good Specialization [Course 1, Week 1, Lesson 1]
DeepLearningAI Beginner 2y ago
Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Optimization - Lecture 3 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Uncertainty - Lecture 2 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
Knowledge - Lecture 1 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Knowledge - Lecture 1 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
Search - Lecture 0 - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Search - Lecture 0 - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 2y ago
Luciano Resende, Felipe Barros   Elyra an AI development workspace based on Jupyter Notebooks
ML Fundamentals
Luciano Resende, Felipe Barros Elyra an AI development workspace based on Jupyter Notebooks
JupyterCon Beginner 2y ago
Emilien Schultz   How to convince French HSS researchers to use Jupyter Notebooks ?
ML Fundamentals
Emilien Schultz How to convince French HSS researchers to use Jupyter Notebooks ?
JupyterCon Intermediate 2y ago
Giuseppe Angelo Porcelli   Boost productivity with generative AI and scalable development using Jupy
ML Fundamentals ⚡ AI Lesson
Giuseppe Angelo Porcelli Boost productivity with generative AI and scalable development using Jupy
JupyterCon Intermediate 2y ago
Thomas Dupriez   Flexible course management and validation system using Jupyterhub with additional s
ML Fundamentals
Thomas Dupriez Flexible course management and validation system using Jupyterhub with additional s
JupyterCon Intermediate 2y ago
Matthew Elliott   Jupyter as a Brain Computer Interface | JupyterCon 2023
ML Fundamentals ⚡ AI Lesson
Matthew Elliott Jupyter as a Brain Computer Interface | JupyterCon 2023
JupyterCon Beginner 2y ago
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ML Fundamentals ⚡ AI Lesson
Pierre Olivier Vallès Jupyter notebooks for education: Computational thinking in practice | Jupyt
JupyterCon Beginner 2y ago
Loïc Estève   Leveraging the Jupyter ecosystem to create and run the "Machine Learning in Python w
ML Fundamentals
Loïc Estève Leveraging the Jupyter ecosystem to create and run the "Machine Learning in Python w
JupyterCon Beginner 2y ago
Sune Askjaer, Richard Nemeth   MLOps made easy and reproducible with Jupyter and containers | Jupyte
ML Fundamentals
Sune Askjaer, Richard Nemeth MLOps made easy and reproducible with Jupyter and containers | Jupyte
JupyterCon Beginner 2y ago
Joe Lucas   Post exploitation in Jupyter Environments | JupyterCon 2023
ML Fundamentals
Joe Lucas Post exploitation in Jupyter Environments | JupyterCon 2023
JupyterCon Intermediate 2y ago
Exploring the Enchanting World of PROJECT STARLINE
ML Fundamentals
Exploring the Enchanting World of PROJECT STARLINE
Entri Coding മലയാളം Beginner 2y ago
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