AI Workshop with Seth & Cassie @Microsoft NL
Details
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Registration via:
https://www.eventbird.nl/p/aiworkshop
We want to invite you for an one of a kind workshop at the Microsoft office on the 30th of September.
-------------------- AGENDA --------------------
12:00 - 13:00 - Walk-in Lunch and set-up your device
13:00 - 14:00 - An Overview of Machine Learning
14:00 - 15:00 - Hands on with scikit-learn and TensorFlow
15:00 - 16:00 - Understanding Azure Machine Learning service
16:00 - 17:00 - Your First Machine Learning Experiment in the Cloud
17:00 - 18:00 - Networking and drinks
-------------------- WORKSHOP --------------------
This workshop is designed to get attendees up to speed on the rudiments of modern machine learning at cloud scale. Attendees can expect to learn the following:
- An Overview of Machine Learning
- Popular Machine Learning Frameworks
- Azure Machine Learning service
- Experimentation, Model Management, and Deployment
- The machine learning pipeline
This half-day workshop will have a lecture and lab portion.
Agenda
Hour 1 – An Overview of Machine Learning
This section will introduce the foundational concepts of machine learning primarily focusing on techniques for supervised learning. This section will delve into practical approaches for creating local machine learning models using both scikit-learn and PyTorch.
Hour 2 – Hands on with scikit-learn and TensorFlow
This hands-on lab includes setting up a local development environment as well as two machine learning problems attendees will solve with scikit-learn and TensorFlow
Hour 3 – Understanding Azure Machine Learning service
This portion of the workshop will introduce attendees to the basics of Azure Machine Learning service. Concepts such as a workspace, compute environment, data stores, experiments, etc. will be introduced in preparation for a machine learning experiment in the cloud.
Hour 4 – Your First Machine Learning Experiment in the Cloud
The goal of this lab is to create an Azure Machine Learning (AML) workspace and compute environment in order to run an experiment in the cloud. Attendees will essentially be lift-and-shifting Hour 2 code and running it in the cloud.
Prerequisites
There will be a page with the required pre-requisites for the workshop. It will include instructions for preparing the proper Python environment.
Seth Juarez & Cassie Siljander
My name is Seth Juarez. I currently reside near Redmond, Washington and am a Cloud Developer Advocate focusing on Artificial Intelligence, Machine Learning, and Quantum Computing.
I received my Bachelor’s Degree in Computer Science at UNLV with a Minor in Mathematics and completed my Masters Degree at the University of Utah in the field of Computer Science. I currently am interested in Artificial Intelligence (specifically in the realm of Machine Learning) and Quantum Computing.
