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
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386 (Video)
ML Fundamentals ⚡ AI Lesson
Invariance, Geometry and Deep Neural Networks with Pavan Turaga - #386 (Video)
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Powered by TensorFlow: Air Cognizer predicts air quality with machine learning
ML Fundamentals ⚡ AI Lesson
Powered by TensorFlow: Air Cognizer predicts air quality with machine learning
TensorFlow Beginner 5y ago
Live-Charity Stream To Help Bihar And Assam Floods- My Special Journey To 200k subscribers
ML Fundamentals
Live-Charity Stream To Help Bihar And Assam Floods- My Special Journey To 200k subscribers
Krish Naik Beginner 5y ago
Introduction - CS50's Introduction to Artificial Intelligence with Python 2020
ML Fundamentals
Introduction - CS50's Introduction to Artificial Intelligence with Python 2020
CS50 Beginner 5y ago
I finally got a copy of "Approaching (Almost) Any Machine Learning Problem"
ML Fundamentals ⚡ AI Lesson
I finally got a copy of "Approaching (Almost) Any Machine Learning Problem"
Abhishek Thakur Beginner 5y ago
Training and Fine-Tuning ML Models with Sklearn | End-to-End ML Project Tutorial - Part 3
ML Fundamentals ⚡ AI Lesson
Training and Fine-Tuning ML Models with Sklearn | End-to-End ML Project Tutorial - Part 3
Harshit Tyagi Beginner 5y ago
Live-Features Selection-Various Techniques To Select Features  Day 7
ML Fundamentals
Live-Features Selection-Various Techniques To Select Features Day 7
Krish Naik Beginner 5y ago
Reviewing Your Data Science Resumes - Episode 12 (3 Different Resumes!)
ML Fundamentals
Reviewing Your Data Science Resumes - Episode 12 (3 Different Resumes!)
Ken Jee Beginner 5y ago
Activation Functions | Deep Learning Tutorial 8 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Activation Functions | Deep Learning Tutorial 8 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
PyTorch Quick Tip: How to get a Progress Bar
ML Fundamentals
PyTorch Quick Tip: How to get a Progress Bar
Aladdin Persson Beginner 5y ago
Data Preparation with Sci-kit learn and Pandas | End-to-End ML Project Tutorial - Part 2
ML Fundamentals ⚡ AI Lesson
Data Preparation with Sci-kit learn and Pandas | End-to-End ML Project Tutorial - Part 2
Harshit Tyagi Beginner 5y ago
Neural networks learning spirals
ML Fundamentals ⚡ AI Lesson
Neural networks learning spirals
Lex Fridman Beginner 5y ago
Hyperparameter Optimization: This Tutorial Is All You Need
ML Fundamentals ⚡ AI Lesson
Hyperparameter Optimization: This Tutorial Is All You Need
Abhishek Thakur Beginner 5y ago
[Classic] Generative Adversarial Networks (Paper Explained)
ML Fundamentals ⚡ AI Lesson
[Classic] Generative Adversarial Networks (Paper Explained)
Yannic Kilcher Beginner 5y ago
Einsum Is All You Need: NumPy, PyTorch and TensorFlow
ML Fundamentals ⚡ AI Lesson
Einsum Is All You Need: NumPy, PyTorch and TensorFlow
Aladdin Persson Beginner 5y ago
Neural Network For Handwritten Digits Classification | Deep Learning Tutorial 7 (Tensorflow2.0)
ML Fundamentals
Neural Network For Handwritten Digits Classification | Deep Learning Tutorial 7 (Tensorflow2.0)
codebasics Beginner 5y ago
Exploring the W&B Dashboard
ML Fundamentals ⚡ AI Lesson
Exploring the W&B Dashboard
Weights & Biases Beginner 5y ago
Image Preparation for Convolutional Neural Networks with TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
Image Preparation for Convolutional Neural Networks with TensorFlow's Keras API
deeplizard Beginner 5y ago
Data Science Portfolio Project: Regression #1 | Data Science with Marco
ML Fundamentals ⚡ AI Lesson
Data Science Portfolio Project: Regression #1 | Data Science with Marco
Data Science with Marco Beginner 5y ago
Josh Tobin — Productionizing ML Models
ML Fundamentals
Josh Tobin — Productionizing ML Models
Weights & Biases Beginner 5y ago
Linear Regression in Machine Learning Explained in 5 Minutes
ML Fundamentals
Linear Regression in Machine Learning Explained in 5 Minutes
What's AI by Louis-François Bouchard Beginner 5y ago
Sergey Levine: Robotics and Machine Learning | Lex Fridman Podcast #108
ML Fundamentals
Sergey Levine: Robotics and Machine Learning | Lex Fridman Podcast #108
Lex Fridman Beginner 5y ago
Save and Load a Model with TensorFlow's Keras API
ML Fundamentals ⚡ AI Lesson
Save and Load a Model with TensorFlow's Keras API
deeplizard Beginner 5y ago
MLOps Meetup #25 Python and Dask: Scaling the DataFrame // Dan Gerlanc - Founder of Enplus Advisors
ML Fundamentals ⚡ AI Lesson
MLOps Meetup #25 Python and Dask: Scaling the DataFrame // Dan Gerlanc - Founder of Enplus Advisors
MLOps.community Beginner 5y ago
Deploying Machine Learning Models with Watson Machine Learning || Python Machine Learning PT.4
ML Fundamentals
Deploying Machine Learning Models with Watson Machine Learning || Python Machine Learning PT.4
Nicholas Renotte Beginner 5y ago
Reviewing Your Data Science Projects - Episode 11(GITHUB CLEANING)
ML Fundamentals
Reviewing Your Data Science Projects - Episode 11(GITHUB CLEANING)
Ken Jee Beginner 5y ago
The Chain Rule, Clearly Explained!!!
ML Fundamentals
The Chain Rule, Clearly Explained!!!
StatQuest with Josh Starmer Beginner 5y ago
2020 Machine Learning Roadmap (87% valid for 2024)
ML Fundamentals
2020 Machine Learning Roadmap (87% valid for 2024)
Daniel Bourke Beginner 5y ago
Pytorch Tutorial 4- Solving Kaggle Pima Diabetes Prediction Using ANN With PyTorch Library
ML Fundamentals
Pytorch Tutorial 4- Solving Kaggle Pima Diabetes Prediction Using ANN With PyTorch Library
Krish Naik Beginner 5y ago
End-to-End Machine Learning Project Tutorial - Part 1
ML Fundamentals
End-to-End Machine Learning Project Tutorial - Part 1
Harshit Tyagi Beginner 5y ago
Live-Feature Engineering-All Standardization And Transformation Techniques- Day 6
ML Fundamentals
Live-Feature Engineering-All Standardization And Transformation Techniques- Day 6
Krish Naik Beginner 5y ago
How to convert almost any PyTorch model to ONNX and serve it using flask
ML Fundamentals
How to convert almost any PyTorch model to ONNX and serve it using flask
Abhishek Thakur Beginner 5y ago
Talks # 7: Moez Ali: Machine learning with PyCaret
ML Fundamentals
Talks # 7: Moez Ali: Machine learning with PyCaret
Abhishek Thakur Beginner 5y ago
Summary Live Q&A-Sudhanshu Journey On Data Science
ML Fundamentals
Summary Live Q&A-Sudhanshu Journey On Data Science
Krish Naik Beginner 5y ago
Pytorch vs Tensorflow vs Keras | Deep Learning Tutorial 6 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Pytorch vs Tensorflow vs Keras | Deep Learning Tutorial 6 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
Pytorch TutoriaL 3-How To Perform BackPropogation Using Pytorch
ML Fundamentals
Pytorch TutoriaL 3-How To Perform BackPropogation Using Pytorch
Krish Naik Beginner 5y ago
Install tensorflow 2.0 | Deep Learning Tutorial 5 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Install tensorflow 2.0 | Deep Learning Tutorial 5 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
Live-Feature Engineering-All Techniques To Handle Missing Values- Day 2
ML Fundamentals
Live-Feature Engineering-All Techniques To Handle Missing Values- Day 2
Krish Naik Beginner 5y ago
Neural Network Simply Explained | Deep Learning Tutorial 4 (Tensorflow2.0, Keras & Python)
ML Fundamentals
Neural Network Simply Explained | Deep Learning Tutorial 4 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Pytorch Tutorial 2-Understanding Of Tensors Using Pytorch
ML Fundamentals
Pytorch Tutorial 2-Understanding Of Tensors Using Pytorch
Krish Naik Beginner 5y ago
Pytorch Image Captioning Tutorial
ML Fundamentals
Pytorch Image Captioning Tutorial
Aladdin Persson Beginner 5y ago
Live-Feature Engineering-All Techniques To Handle Missing Values- Day 1
ML Fundamentals
Live-Feature Engineering-All Techniques To Handle Missing Values- Day 1
Krish Naik Beginner 5y ago
What is a neuron? | Deep Learning Tutorial 3 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals
What is a neuron? | Deep Learning Tutorial 3 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
How to build custom Datasets for Text in Pytorch
ML Fundamentals
How to build custom Datasets for Text in Pytorch
Aladdin Persson Beginner 5y ago
Live Unboxing MSI Laptop For Machine Learning And Deep Learning
ML Fundamentals
Live Unboxing MSI Laptop For Machine Learning And Deep Learning
Krish Naik Beginner 5y ago
Pytorch Tutorial 1-Pytorch Installation For Deep Learning
ML Fundamentals
Pytorch Tutorial 1-Pytorch Installation For Deep Learning
Krish Naik Beginner 5y ago
Why deep learning is becoming so popular? | Deep Learning Tutorial 2 (Tensorflow2.0, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Why deep learning is becoming so popular? | Deep Learning Tutorial 2 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Introduction | Deep Learning Tutorial 1 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Introduction | Deep Learning Tutorial 1 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
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Introduction to RNN and DNN
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Advanced PyTorch Techniques and Applications
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Deep Learning - Recurrent Neural Networks with TensorFlow
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