FourthBrain Workshop

Containerized Web App Development for Data Scientists

A LIVE workshop for data scientists and developers on setting up your application development environment. You'll learn to build a containerized web application using an ML model.

Date: Tuesday and Thursday, May 7th and 9th
Time: 3pm-6pm PT
Cost: $500 | $1,500 for Teams

Register Now

Building AI applications has never been easier. In order to fully embrace the new generation of AI tools, data scientists and developers must know how to deploy basic applications on their own, without a software engineer.

In this workshop you will learn to set up your application development environment and build a containerized web application using industry-standard tools. By the end of this workshop, you'll have a sharable application.

As industries adapt to take advantage of AI, businesses around the world are realizing that AI implementation will soon be essential to remain competitive and up-to-date.

Business leaders face the biggest challenge of not knowing how to begin. This workshop, exclusively for executives, directors, and decision-makers, has been designed to help them come up with concrete next steps to create a roadmap for incorporating AI into their businesses.

Key Outcomes

Set up your ML development environment

Build a containerized web application

Deploy using industry-standard tools

Workshop Schedule

This workshop includes two live sessions for three hours each.

Interactive Development Environments (IDEs)
Git and command line essentials
Web App Frameworks and overview of Deployment, Endpoints, Ports and APIs
FastAPI Architecture

Download the Syllabus

This workshop is for you if:

You are a data scientist or developer who wants to start building deployable applications in the cloud

You have experience with ML modeling, but haven't gotten past the notebook

You are fluent in Python and have experience manipulating data, and working with basic ML models like classifiers

How to Prepare

Create a Google Colab Account

We will use Google Colab for some parts of the workshop. You do NOT need a Pro paid account.

Create a GitHub account

You should be familiar with git workflows, and should have a GitHub account.

Many employers offer reimbursement for programs like ours. Check out our tips for getting reimbursed.

"67% of companies saw revenue increase due to AI adoption"

- McKinsey Tech Trends Outlook 2022

Register Here

Part of a group? Register a team here.

FAQs

About FourthBrain

FourthBrain's mission is to bring more people into the growing fields of Machine Learning and Artificial Intelligence through flexible education programs. We equip leaders with the skills to lead organizations towards AI maturity, and support engineers, developers, and data scientists to make an impact in this field.

About Andrew Ng

Featured Speaker: Dr. Andrew Ng

Dr. Andrew Ng is a globally recognized leader in AI. He is the Founder of DeepLearning.AI and Founder and CEO of Landing AI, and an Advisor to FourthBrain.

AI-First Mindset For Leaders

This class was designed to give company decision-makers at various levels, the AI understanding they need to lead from the front. The curriculum has been crafted to fill knowledge gaps for leaders experiencing any of the following:

You're struggling to figure out how AI can impact your organization
You want to stay ahead of the curve with AI technology, but aren't sure how to start
Your organization is experimenting with AI, but has not seen any real business impact from it
Your organization has some valuable models, but they are not fully integrated into daily operations