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
Metaflow Tags: Programmatic Tagging
ML Fundamentals ⚡ AI Lesson
Metaflow Tags: Programmatic Tagging
Outerbounds Beginner 3y ago
Metaflow Tags: Tags in CI/CD
ML Fundamentals ⚡ AI Lesson
Metaflow Tags: Tags in CI/CD
Outerbounds Beginner 3y ago
Machine Learning for Facial Recognition in Python in 60 Seconds #shorts
ML Fundamentals
Machine Learning for Facial Recognition in Python in 60 Seconds #shorts
Rob Mulla Beginner 3y ago
Lecture 14: Limits of Functions in Terms of Sequences and Continuity
ML Fundamentals ⚡ AI Lesson
Lecture 14: Limits of Functions in Terms of Sequences and Continuity
MIT OpenCourseWare Beginner 3y ago
Get the Best Python Books for Free
ML Fundamentals
Get the Best Python Books for Free
David Bombal Beginner 3y ago
A Beginners Guide To The Data Analysis Process | Data Science 02 | GeeksforGeeks
ML Fundamentals
A Beginners Guide To The Data Analysis Process | Data Science 02 | GeeksforGeeks
GeeksforGeeks Beginner 3y ago
Complete Statistics For Data Science In 6 hours By Krish Naik
ML Fundamentals
Complete Statistics For Data Science In 6 hours By Krish Naik
Krish Naik Beginner 3y ago
Logistic Regression in Python | Databytes | Machine Learning in Python
ML Fundamentals ⚡ AI Lesson
Logistic Regression in Python | Databytes | Machine Learning in Python
DataCamp Beginner 3y ago
Build a Chrome Dino Game AI Model with Python | AI Learns to Play Dino Game
ML Fundamentals ⚡ AI Lesson
Build a Chrome Dino Game AI Model with Python | AI Learns to Play Dino Game
Nicholas Renotte Beginner 3y ago
MIT Technology Review’s Future Compute Conference 2022
ML Fundamentals
MIT Technology Review’s Future Compute Conference 2022
Microsoft Research Beginner 3y ago
Unlocking the Developer
ML Fundamentals
Unlocking the Developer
The New Stack Beginner 3y ago
Home Lab Build - P.1 - Building a NAS
ML Fundamentals ⚡ AI Lesson
Home Lab Build - P.1 - Building a NAS
sentdex Beginner 3y ago
Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
ML Fundamentals ⚡ AI Lesson
Python TensorFlow for Machine Learning – Neural Network Text Classification Tutorial
freeCodeCamp.org Beginner 3y ago
How I stay MOTIVATED when learning DEEP TECH (coding, ML & data science)
ML Fundamentals ⚡ AI Lesson
How I stay MOTIVATED when learning DEEP TECH (coding, ML & data science)
Nicholas Renotte Beginner 3y ago
Competitive Programming - Getting Started & Acing It【w/ @PriyanshAgarwal】
ML Fundamentals
Competitive Programming - Getting Started & Acing It【w/ @PriyanshAgarwal】
CS Dojo Beginner 3y ago
Fixing Your ML Data Blind Spots // Yash Sheth // MLOps Coffee Sessions #102
ML Fundamentals
Fixing Your ML Data Blind Spots // Yash Sheth // MLOps Coffee Sessions #102
MLOps.community Beginner 3y ago
Can AI Fix my Baseball Swing?
ML Fundamentals ⚡ AI Lesson
Can AI Fix my Baseball Swing?
Ken Jee Beginner 3y ago
Linear Regression in Python | Databytes | Machine Learning in Python
ML Fundamentals
Linear Regression in Python | Databytes | Machine Learning in Python
DataCamp Beginner 3y ago
Machine Learning is Transforming Almost Everything
ML Fundamentals
Machine Learning is Transforming Almost Everything
Deep Learning Revision Beginner 3y ago
Neural Network Weights - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Neural Network Weights - Deep Learning Dictionary
deeplizard Beginner 3y ago
Haywire Algorithms
ML Fundamentals ⚡ AI Lesson
Haywire Algorithms
Data Skeptic Beginner 3y ago
Hugging Face Experts
ML Fundamentals
Hugging Face Experts
HuggingFace Beginner 3y ago
Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team // Piero Molino
ML Fundamentals
Declarative Machine Learning Systems: Big Tech Level ML Without a Big Tech Team // Piero Molino
MLOps.community Beginner 3y ago
Build MultiPage Python App with Streamlit | Streamlit Native Multi-Page Tutorial
ML Fundamentals
Build MultiPage Python App with Streamlit | Streamlit Native Multi-Page Tutorial
1littlecoder Beginner 3y ago
Life At IIt's| AI @ IIT Hyderabad| Podcast With Priya Bhatia
ML Fundamentals
Life At IIt's| AI @ IIT Hyderabad| Podcast With Priya Bhatia
Krish Naik Beginner 3y ago
Supercharge A/B testing w/automated causal inference |Community Workshop on Microsoft's Causal Tools
ML Fundamentals
Supercharge A/B testing w/automated causal inference |Community Workshop on Microsoft's Causal Tools
Microsoft Research Beginner 3y ago
My 5 Favorite AI Technical Articles of Hackernoon !
ML Fundamentals
My 5 Favorite AI Technical Articles of Hackernoon !
What's AI by Louis-François Bouchard Beginner 3y ago
Data representations for neural networks
ML Fundamentals ⚡ AI Lesson
Data representations for neural networks
Abhishek Thakur Beginner 3y ago
My First Neural Network using Keras
ML Fundamentals
My First Neural Network using Keras
Abhishek Thakur Beginner 3y ago
PyScript Tutorial - Machine Learning with Scikit-Learn | ML Training & Interactive Prediction #10
ML Fundamentals
PyScript Tutorial - Machine Learning with Scikit-Learn | ML Training & Interactive Prediction #10
1littlecoder Beginner 3y ago
Free ML Bootcamp for Alignment #shorts
ML Fundamentals ⚡ AI Lesson
Free ML Bootcamp for Alignment #shorts
Robert Miles AI Safety Beginner 3y ago
Neural Network Nodes - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Neural Network Nodes - Deep Learning Dictionary
deeplizard Beginner 3y ago
JAX Talk: Diffrax
ML Fundamentals
JAX Talk: Diffrax
Weights & Biases Beginner 3y ago
AI 101 with Brandon Leshchinskiy
ML Fundamentals
AI 101 with Brandon Leshchinskiy
MIT OpenCourseWare Beginner 3y ago
Metaflow Tags: Tags and Continuous Training
ML Fundamentals ⚡ AI Lesson
Metaflow Tags: Tags and Continuous Training
Outerbounds Beginner 3y ago
Build a Generative Adversarial Neural Network with Tensorflow and Python | Deep Learning Projects
ML Fundamentals
Build a Generative Adversarial Neural Network with Tensorflow and Python | Deep Learning Projects
Nicholas Renotte Beginner 3y ago
Fireside chat with Stu Frost at Community Workshop on Microsoft's Causal Tools
ML Fundamentals
Fireside chat with Stu Frost at Community Workshop on Microsoft's Causal Tools
Microsoft Research Beginner 3y ago
Fireside chat #3: Reasonable Scale Machine Learning -- You're not Google and it's totally OK
ML Fundamentals ⚡ AI Lesson
Fireside chat #3: Reasonable Scale Machine Learning -- You're not Google and it's totally OK
Outerbounds Beginner 3y ago
Python Machine Learning Tutorial | Splitting Your Data | Databytes
ML Fundamentals ⚡ AI Lesson
Python Machine Learning Tutorial | Splitting Your Data | Databytes
DataCamp Beginner 3y ago
#86 [DataFramed Careers Series #1] Launching a Data Career in 2022 (with Sadie St. Lawrence)
ML Fundamentals
#86 [DataFramed Careers Series #1] Launching a Data Career in 2022 (with Sadie St. Lawrence)
DataCamp Beginner 3y ago
Dictionaries in Python | Databytes | Python Basics Tutorial
ML Fundamentals
Dictionaries in Python | Databytes | Python Basics Tutorial
DataCamp Beginner 3y ago
Complete Machine Learning In 6 Hours| Krish Naik
ML Fundamentals
Complete Machine Learning In 6 Hours| Krish Naik
Krish Naik Beginner 3y ago
TS-6: Deep learning for time series - sequences
ML Fundamentals ⚡ AI Lesson
TS-6: Deep learning for time series - sequences
Abhishek Thakur Beginner 3y ago
MACHINE LEARNING Resources I use EVERYDAY (and you can too!)
ML Fundamentals
MACHINE LEARNING Resources I use EVERYDAY (and you can too!)
Nicholas Renotte Beginner 3y ago
What is deep learning?
ML Fundamentals
What is deep learning?
Abhishek Thakur Beginner 3y ago
Deep Learning Indepth Tutorials In 5 Hours With Krish Naik
ML Fundamentals
Deep Learning Indepth Tutorials In 5 Hours With Krish Naik
Krish Naik Beginner 3y ago
Elasticnet Regression Machine Learning Algorithm Explained In Depth
ML Fundamentals
Elasticnet Regression Machine Learning Algorithm Explained In Depth
Krish Naik Beginner 3y ago
For and While Loops in Python | Databytes | Python Basics Tutorial
ML Fundamentals
For and While Loops in Python | Databytes | Python Basics Tutorial
DataCamp Beginner 4y ago
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Build Basic Generative Adversarial Networks (GANs)
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Build Basic Generative Adversarial Networks (GANs)
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Réseaux neuronaux et Deep Learning
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Réseaux neuronaux et Deep Learning
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Advanced Machine Learning and Deep Learning
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Advanced Machine Learning and Deep Learning
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Applied Machine Learning and Model Optimization
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Applied Machine Learning and Model Optimization
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Big Data, Artificial Intelligence, and Ethics
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Big Data, Artificial Intelligence, and Ethics
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Coding with Generative AI
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Coding with Generative AI
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