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
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
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
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
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
Announcing Data Science, ML,DL,AI Videos In Hindi @krishnaikhindi
ML Fundamentals
Announcing Data Science, ML,DL,AI Videos In Hindi @krishnaikhindi
Krish Naik Intermediate 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
Data representations for neural networks
ML Fundamentals ⚡ AI Lesson
Data representations for neural networks
Abhishek Thakur 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
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
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
Free ML Bootcamp for Alignment #shorts
ML Fundamentals ⚡ AI Lesson
Free ML Bootcamp for Alignment #shorts
Robert Miles AI Safety Beginner 3y ago
Faster Data Preparation for Machine Learning with Data Wrangler - AWS Online Tech Talks
ML Fundamentals
Faster Data Preparation for Machine Learning with Data Wrangler - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
Neural Network Nodes - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Neural Network Nodes - Deep Learning Dictionary
deeplizard Beginner 3y ago
SageMaker Friday episode 3- Train large deep learning models with hundreds of billions of parameters
ML Fundamentals ⚡ AI Lesson
SageMaker Friday episode 3- Train large deep learning models with hundreds of billions of parameters
AWS Developers Intermediate 3y ago
Democratic Machine Learning With Voting Classifiers
ML Fundamentals ⚡ AI Lesson
Democratic Machine Learning With Voting Classifiers
NeuralNine Intermediate 4y ago
JAX Talk: Diffrax
ML Fundamentals
JAX Talk: Diffrax
Weights & Biases Beginner 4y ago
AI 101 with Brandon Leshchinskiy
ML Fundamentals
AI 101 with Brandon Leshchinskiy
MIT OpenCourseWare Beginner 4y ago
Pathways in Machine Learning/Data Science
ML Fundamentals
Pathways in Machine Learning/Data Science
DeepLearningAI Beginner 4y ago
Marvel's Secret to Making Movies Quickly | WIRED
ML Fundamentals
Marvel's Secret to Making Movies Quickly | WIRED
WIRED Beginner 4y ago
Data science skills 10 years from now!
ML Fundamentals
Data science skills 10 years from now!
codebasics Beginner 4y ago
Neural Network Layers - Deep Learning Dictionary
ML Fundamentals ⚡ AI Lesson
Neural Network Layers - Deep Learning Dictionary
deeplizard Beginner 4y ago
Build a Machine Learning App From Scratch with Flask & Docker
ML Fundamentals ⚡ AI Lesson
Build a Machine Learning App From Scratch with Flask & Docker
Patrick Loeber Intermediate 4y ago
Deploy a custom Machine Learning model to mobile
ML Fundamentals ⚡ AI Lesson
Deploy a custom Machine Learning model to mobile
TensorFlow Advanced 4y ago
Deep-dive on ARCore | Fundamentals of designing AR apps with machine learning models
ML Fundamentals
Deep-dive on ARCore | Fundamentals of designing AR apps with machine learning models
Google for Developers Beginner 4y ago
An introduction to MLOps with TensorFlow Extended (TFX)
ML Fundamentals ⚡ AI Lesson
An introduction to MLOps with TensorFlow Extended (TFX)
TensorFlow Advanced 4y ago
Johannes Otterbach — Unlocking ML for Traditional Companies
ML Fundamentals
Johannes Otterbach — Unlocking ML for Traditional Companies
Weights & Biases Intermediate 4y ago
Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
ML Fundamentals ⚡ AI Lesson
Self-Driving Car with JavaScript Course – Neural Networks and Machine Learning
freeCodeCamp.org Intermediate 4y ago
Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
ML Fundamentals
Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
MLOps.community Beginner 4y ago
Build a Deep Iris Detection Model using Python and Tensorflow | Keypoint Detection
ML Fundamentals
Build a Deep Iris Detection Model using Python and Tensorflow | Keypoint Detection
Nicholas Renotte Beginner 4y 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
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 4y ago
Elasticnet Regression Machine Learning Algorithm Explained In Depth
ML Fundamentals
Elasticnet Regression Machine Learning Algorithm Explained In Depth
Krish Naik Beginner 4y 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
Python Machine Learning Tutorial | Handling Missing Data | Databytes
ML Fundamentals
Python Machine Learning Tutorial | Handling Missing Data | Databytes
DataCamp Beginner 4y ago
Deep Learning on AWS made simple - AWS Online Tech Talks
ML Fundamentals ⚡ AI Lesson
Deep Learning on AWS made simple - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Building a data perimeter in AWS - AWS Online Tech Talks
ML Fundamentals ⚡ AI Lesson
Building a data perimeter in AWS - AWS Online Tech Talks
AWS Developers Intermediate 4y ago
Reinforcement Learning Live Example With My Baby 👶👶👶
ML Fundamentals
Reinforcement Learning Live Example With My Baby 👶👶👶
Krish Naik Beginner 4y ago
Machine Learning for developers in a hurry
ML Fundamentals ⚡ AI Lesson
Machine Learning for developers in a hurry
TensorFlow Beginner 4y ago
Easier data processing with Keras
ML Fundamentals ⚡ AI Lesson
Easier data processing with Keras
TensorFlow Beginner 4y ago
Adding Machine Learning to your developer toolbox
ML Fundamentals ⚡ AI Lesson
Adding Machine Learning to your developer toolbox
TensorFlow Beginner 4y ago
How to customize Machine Learning models the simple way
ML Fundamentals ⚡ AI Lesson
How to customize Machine Learning models the simple way
TensorFlow Beginner 4y ago
Day 5-Understanding CNN &Impementation| Live Deep Learning Community Session
ML Fundamentals
Day 5-Understanding CNN &Impementation| Live Deep Learning Community Session
Krish Naik Beginner 4y ago
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BigQuery Machine Learning using Soccer Data
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BigQuery Machine Learning using Soccer Data
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AI for Design and Optimization
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AI for Design and Optimization
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Smart Analytics, Machine Learning, and AI on Google Cloud
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Smart Analytics, Machine Learning, and AI on Google Cloud
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Introduction to Data Management
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Introduction to Data Management
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AI with Python: Apply & Implement ML Models
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AI with Python: Apply & Implement ML Models
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Artificial Intelligence on Microsoft Azure
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Artificial Intelligence on Microsoft Azure
Opens on Coursera ↗