Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

8502
lessons
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
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
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
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
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
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
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
TensorFlow Tutorial 14 - Callbacks with Keras and Writing Custom Callbacks
📐 ML Fundamentals
TensorFlow Tutorial 14 - Callbacks with Keras and Writing Custom Callbacks
Aladdin Persson 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
Chain Rule | Deep Learning Tutorial 15 (Tensorflow2.0, Keras & Python)
codebasics 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
Docker For Data Scientists
📐 ML Fundamentals
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
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
Are you a student? If yes, this is the best data science project for you!
📐 ML Fundamentals
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
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
Introduction to Probability | 365 Data Science Online Course
📐 ML Fundamentals
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
The ultimate intro to Graph Neural Networks. Maybe.
📐 ML Fundamentals
The ultimate intro to Graph Neural Networks. Maybe.
AI Coffee Break with Letitia Beginner 5y ago
NVIDIA PhysicsNeMo - Accelerating Scientific & Engineering Simulation Workflows with AI
📐 ML Fundamentals
NVIDIA PhysicsNeMo - Accelerating Scientific & Engineering Simulation Workflows with AI
NVIDIA Developer 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
Silhouette (clustering)- Validating Clustering Models- Unsupervised Machine Learning
📐 ML Fundamentals
Silhouette (clustering)- Validating Clustering Models- Unsupervised Machine Learning
Krish Naik 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
Building 3500$ Deep Learning Workstation | Deep Learning PC build From Scratch
📐 ML Fundamentals
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
TensorFlow Tutorial 11 - Transfer Learning, Fine Tuning and TensorFlow Hub
📐 ML Fundamentals
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
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
Loss or Cost Function | Deep Learning Tutorial 11 (Tensorflow Tutorial, Keras & Python)
codebasics Beginner 5y ago
Gradient Descent For Neural Network | Deep Learning Tutorial 12 (Tensorflow2.0, Keras & Python)
📐 ML Fundamentals
Gradient Descent For Neural Network | Deep Learning Tutorial 12 (Tensorflow2.0, Keras & Python)
codebasics Beginner 5y ago
Talks # 9: Vladimir Iglovikov; Detecting Masked Faces In The Pandemic World
📐 ML Fundamentals
Talks # 9: Vladimir Iglovikov; Detecting Masked Faces In The Pandemic World
Abhishek Thakur Beginner 5y ago
TensorFlow Tutorial 7 - More in Depth Example on Functional API
📐 ML Fundamentals
TensorFlow Tutorial 7 - More in Depth Example on Functional API
Aladdin Persson Beginner 5y ago
I just got access to GitHub's Codespaces and it's amazing!
📐 ML Fundamentals
I just got access to GitHub's Codespaces and it's amazing!
Abhishek Thakur Beginner 5y ago
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
📐 ML Fundamentals
TensorFlow Tutorial 6 - RNNs, GRUs, LSTMs and Bidirectionality
Aladdin Persson Beginner 5y ago
Live Interview Of Lakshay For Data Science- Commerce And Statistics Background
📐 ML Fundamentals
Live Interview Of Lakshay For Data Science- Commerce And Statistics Background
Krish Naik Beginner 5y ago
TensorFlow Tutorial 5 - Adding Regularization with L2 and Dropout
📐 ML Fundamentals
TensorFlow Tutorial 5 - Adding Regularization with L2 and Dropout
Aladdin Persson Beginner 5y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Image Captioning with TensorFlow & Streamlit
📚 Coursera Course ↗
Self-paced
Image Captioning with TensorFlow & Streamlit
Opens on Coursera ↗
Apply SOLID Design to Optimize Java ML
📚 Coursera Course ↗
Self-paced
Apply SOLID Design to Optimize Java ML
Opens on Coursera ↗
Natural Language Processing with Probabilistic Models
📚 Coursera Course ↗
Self-paced
Natural Language Processing with Probabilistic Models
Opens on Coursera ↗
Foundations of Model Optimization and Deep Learning
📚 Coursera Course ↗
Self-paced
Foundations of Model Optimization and Deep Learning
Opens on Coursera ↗
Linear Algebra for Machine Learning & AI
📚 Coursera Course ↗
Self-paced
Linear Algebra for Machine Learning & AI
Opens on Coursera ↗
Fundamentals of Machine Learning and Artificial Intelligence
📚 Coursera Course ↗
Self-paced
Fundamentals of Machine Learning and Artificial Intelligence
Opens on Coursera ↗