Introduction to Reinforcement Learning
In this video I give a brief introduction to Reinforcement Learning.
reinforcement-learning code notebook video
How to Deploy PyTorch Lightning Models to Production
Different ways to export PyTorch Lightning model for serving using Cortex.
model-serving pytorch-lightning cortex pytorch
Pokedex streamlit app
Web app form of the Pokedex device found in the pokemon cartoon series built and deployed with streamlit
streamlit convolutional-neural-networks deep-learning classification
Essential Pil (Pillow) Image Tutorial (for ML People)
Find out how you can apply Pillow in your Image Processing pipeline with our new article!
image-classification computer-vision machine-learning neptune
Tldrstory: AI-powered Understanding of Headlines and Story Text
A framework for AI-powered understanding of headlines and text content related to stories.
zero-shot-learning text-similarity similarity-search streamlit
How to Extract Structured Data from Documents - Complete Tutorial
In this project we learn how to build AI methods for information extraction from documents to comprehensively beat traditional OCR
optical-character-recognition information-extraction computer-vision natural-language-processing
Putting ML in Production
A guide and case study on MLOps for software engineers, data scientists and product managers.
production mlops course tutorial
Image Segmentation Using Keras and W&B
This report explores semantic segmentation with a UNET like architecture in Keras and interactively visualizes the model's prediction in Weights & Biases.
semantic-segmentation kera wandb visualization
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