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
Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
ML Fundamentals ⚡ AI Lesson
Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
What's AI by Louis-François Bouchard Beginner 5y ago
TensorFlow Tutorial 16 - Custom Training Loops
ML Fundamentals
TensorFlow Tutorial 16 - Custom Training Loops
Aladdin Persson Beginner 5y ago
W&B Deep Learning Salon - Dylan Paiton & Andrew Ferlitsch
ML Fundamentals ⚡ AI Lesson
W&B Deep Learning Salon - Dylan Paiton & Andrew Ferlitsch
Weights & Biases Beginner 5y ago
handcalcs - Automatically render LATEX equations from Python Math Code
ML Fundamentals
handcalcs - Automatically render LATEX equations from Python Math Code
1littlecoder Beginner 5y ago
TensorFlow Tutorial 15 - Customizing Model.Fit
ML Fundamentals
TensorFlow Tutorial 15 - Customizing Model.Fit
Aladdin Persson Beginner 5y ago
How I Pick Stocks.
ML Fundamentals
How I Pick Stocks.
ritvikmath Beginner 5y ago
GPU bench-marking with image classification | Deep Learning Tutorial 17 (Tensorflow2.0, Python)
ML Fundamentals
GPU bench-marking with image classification | Deep Learning Tutorial 17 (Tensorflow2.0, Python)
codebasics Beginner 5y ago
Tutorial 7-Build,Train,Deploy Machine Learning Model AWS SageMaker- Predicting Test Data Endpoints
ML Fundamentals
Tutorial 7-Build,Train,Deploy Machine Learning Model AWS SageMaker- Predicting Test Data Endpoints
Krish Naik Beginner 5y ago
Fast.ai v2 Released - What's New?
ML Fundamentals
Fast.ai v2 Released - What's New?
Roboflow Beginner 5y ago
The Essential Main Ideas of Neural Networks
ML Fundamentals ⚡ AI Lesson
The Essential Main Ideas of Neural Networks
StatQuest with Josh Starmer Beginner 5y ago
How to get started with Machine Learning
ML Fundamentals
How to get started with Machine Learning
Aleksa Gordić - The AI Epiphany Beginner 5y ago
Tutorial 6-Build,Train,Deploy Machine Learning Model AWS SageMaker- Deployment Of Xgboost ML Model
ML Fundamentals
Tutorial 6-Build,Train,Deploy Machine Learning Model AWS SageMaker- Deployment Of Xgboost ML Model
Krish Naik Beginner 5y ago
Deep Reinforcement Learning Tutorial for Python in 20 Minutes
ML Fundamentals
Deep Reinforcement Learning Tutorial for Python in 20 Minutes
Nicholas Renotte Beginner 5y ago
Deploy Any Machine Learning Or Deep Learning Model On Google Cloud Platform (App Engine)
ML Fundamentals
Deploy Any Machine Learning Or Deep Learning Model On Google Cloud Platform (App Engine)
Abhishek Thakur Beginner 5y ago
Why I'm Starting Data Science Over Again.
ML Fundamentals ⚡ AI Lesson
Why I'm Starting Data Science Over Again.
Ken Jee Beginner 5y ago
Tensorboard Introduction | Deep Learning Tutorial 16 (Tensorflow2.0, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Tensorboard Introduction | Deep Learning Tutorial 16 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
ML Fundamentals ⚡ AI Lesson
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
The TWIML AI Podcast with Sam Charrington Beginner 5y ago
Jeremy Howard — The Story of fast.ai and Why Python Is Not the Future of ML
ML Fundamentals
Jeremy Howard — The Story of fast.ai and Why Python Is Not the Future of ML
Weights & Biases Beginner 5y ago
Pie & AI: Kigali, Rwanda: Breaking into AI
ML Fundamentals
Pie & AI: Kigali, Rwanda: Breaking into AI
Deep Learning Revision Beginner 5y ago
A Complete Overview of Quicksort (Data Structures & Algorithms #11)
ML Fundamentals
A Complete Overview of Quicksort (Data Structures & Algorithms #11)
CS Dojo Beginner 5y ago
Docker For Data Scientists
ML Fundamentals ⚡ AI Lesson
Docker For Data Scientists
Abhishek Thakur Beginner 5y ago
NLP Text Sentiment Classification w/o training data - Hugging Face Zero-Shot pipeline in Python
ML Fundamentals
NLP Text Sentiment Classification w/o training data - Hugging Face Zero-Shot pipeline in Python
1littlecoder Beginner 5y ago
Are you a student? If yes, this is the best data science project for you!
ML Fundamentals ⚡ AI Lesson
Are you a student? If yes, this is the best data science project for you!
Tina Huang Beginner 5y ago
Three Decades of Practising Data Science | Interview with Dean Abbott
ML Fundamentals
Three Decades of Practising Data Science | Interview with Dean Abbott
Harshit Tyagi Beginner 5y ago
Introduction to Probability | 365 Data Science Online Course
ML Fundamentals ⚡ AI Lesson
Introduction to Probability | 365 Data Science Online Course
365 Data Science Beginner 5y ago
Dive into Deep Learning (Study Group): Preliminaries | Session 2
ML Fundamentals
Dive into Deep Learning (Study Group): Preliminaries | Session 2
Elvis Saravia Beginner 5y ago
Tutorial 5-Build,Train, Deploy Machine Learning Model In AWS SageMaker-Training Xgboost ML ALgo
ML Fundamentals
Tutorial 5-Build,Train, Deploy Machine Learning Model In AWS SageMaker-Training Xgboost ML ALgo
Krish Naik Beginner 5y ago
Tutorial 4-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Uploading Files In S3 Bucket
ML Fundamentals
Tutorial 4-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Uploading Files In S3 Bucket
Krish Naik Beginner 5y ago
Tutorial 3-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating S3 Buckets
ML Fundamentals
Tutorial 3-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating S3 Buckets
Krish Naik Beginner 5y ago
Tutorial 2-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating Notebook Instance
ML Fundamentals
Tutorial 2-Build,Train, Deploy Machine Learning Model In AWS SageMaker- Creating Notebook Instance
Krish Naik Beginner 5y ago
TensorFlow Tutorial 14 - Callbacks with Keras and Writing Custom Callbacks
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 14 - Callbacks with Keras and Writing Custom Callbacks
Aladdin Persson Beginner 5y ago
Silhouette (clustering)- Validating Clustering Models- Unsupervised Machine Learning
ML Fundamentals
Silhouette (clustering)- Validating Clustering Models- Unsupervised Machine Learning
Krish Naik Beginner 5y ago
TensorFlow Tutorial 13 - Data Augmentation
ML Fundamentals
TensorFlow Tutorial 13 - Data Augmentation
Aladdin Persson Beginner 5y ago
Chain Rule | Deep Learning Tutorial 15 (Tensorflow2.0, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Chain Rule | Deep Learning Tutorial 15 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Live - Successful Transition Story Of SAP Consultant To Data Scientist
ML Fundamentals
Live - Successful Transition Story Of SAP Consultant To Data Scientist
Krish Naik Beginner 5y ago
TensorFlow Tutorial 12 - TensorFlow Datasets
ML Fundamentals
TensorFlow Tutorial 12 - TensorFlow Datasets
Aladdin Persson Beginner 5y ago
handwritten.js - Convert typed text to realistic handwriting PDF JPEG Image
ML Fundamentals
handwritten.js - Convert typed text to realistic handwriting PDF JPEG Image
1littlecoder Beginner 5y ago
Building 3500$ Deep Learning Workstation | Deep Learning PC build From Scratch
ML Fundamentals ⚡ AI Lesson
Building 3500$ Deep Learning Workstation | Deep Learning PC build From Scratch
codebasics Beginner 5y ago
Finally Built My Deep Learning And Gaming Workstation With Nvidia Titan RTX GPU 🔥🔥🔥🔥🔥- It's A Beast🔥
ML Fundamentals
Finally Built My Deep Learning And Gaming Workstation With Nvidia Titan RTX GPU 🔥🔥🔥🔥🔥- It's A Beast🔥
Krish Naik Beginner 5y ago
The Loss is a Unit Test with Charles Frye
ML Fundamentals
The Loss is a Unit Test with Charles Frye
Weights & Biases Beginner 5y ago
TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub
Aladdin Persson Beginner 5y ago
W&B Deep Learning Salon
ML Fundamentals
W&B Deep Learning Salon
Weights & Biases Beginner 5y ago
Stochastic Gradient Descent vs Batch Gradient Descent vs Mini Batch Gradient Descent |DL Tutorial 14
ML Fundamentals
Stochastic Gradient Descent vs Batch Gradient Descent vs Mini Batch Gradient Descent |DL Tutorial 14
codebasics Beginner 5y ago
Live Project Developing AI Advertisement Platform Using Deep Learning
ML Fundamentals
Live Project Developing AI Advertisement Platform Using Deep Learning
Krish Naik Beginner 5y ago
TensorFlow Tutorial 10 - Saving and Loading Models
ML Fundamentals ⚡ AI Lesson
TensorFlow Tutorial 10 - Saving and Loading Models
Aladdin Persson Beginner 5y ago
TensorFlow Tutorial 9 - Custom Layers
ML Fundamentals
TensorFlow Tutorial 9 - Custom Layers
Aladdin Persson Beginner 5y ago
Implement Neural Network In Python | Deep Learning Tutorial 13 (Tensorflow2.0, Keras & Python)
ML Fundamentals
Implement Neural Network In Python | Deep Learning Tutorial 13 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Loss or Cost Function | Deep Learning Tutorial 11 (Tensorflow Tutorial, Keras & Python)
ML Fundamentals ⚡ AI Lesson
Loss or Cost Function | Deep Learning Tutorial 11 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
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AI Fundamentals for Non-Data Scientists
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Unsupervised Learning, Recommenders, Reinforcement Learning
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Machine Learning: an overview
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Health Data Science Foundation
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