AY 2019/2020

AY19/20

Pytorch Workshop Slides

Pytorch Workshop

Introduction to PyTorch, applied to computer vision, natural language processing, reinforcement learning and Fastai.

SQL Workshop 1

SQL Workshop I

Introduction to joins, subqueries and advanced queries.

SQL Workshop 2

SQL Workshop II

Introduction to SQL, SQL data definition and manipulation and SQL queries (DQL).

Workshop Slides

Python for Machine Learning

Hands-on walkthrough of applying machine learning to your data science projects.

Mission Control #3 Machine Learning 2

Orbital - Mission Control: Deployment and Transfer Learning

This workshop will introduce you to setting up your model as a serviceable REST API on Flask deployed on Google Cloud Platform. We will also introduce you to the concept and applications of Transfer Learning, using the knowledge we gained from the previous Orbital workshop.

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