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Build your first data warehouse with Airflow on GCP
What are the steps in building a data warehouse? What cloud technology should you use? How to use Airflow to orchestrate your pipeline?
Self Supervised Representation Learning in NLP
An overview of self-supervised pretext tasks in Natural Language Processing
Pixellib is a library for performing segmentation of images.
How to Train Your Neural Net
Deep learning for various tasks in the domains of Computer Vision, Natural Language Processing, Time Series Forecasting using PyTorch 1.0+.
NLP for Developers: Shrinking Transformers | Rasa
In this video, Rasa Senior Developer Advocate Rachael will talk about different approaches to make transformer models smaller.
Neural Topological SLAM for Visual Navigation
Topological representations for space that effectively leverage semantics and afford approximate geometric reasoning.
Translate RegEx in natural language using Deep Learning
A complete tutorial and code on how to build a model able to translate RegEx into natural language.
Super-BPD for Fast Image Segmentation
We propose direction-based super-BPD, an alternative to superpixel, for fast generic image segmentation, achieving state-of-the-art real-time result.
Taxi Demand Prediction NewYorkCity
Predict the number of pickups as accurately as possible for each region in a 10 -min interval.
Self-Supervised Learning -- UC Berkeley Spring 2020
Lecture on self-supervised learning from CS294-158-SP20: Deep Unsupervised Learning.
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