Understanding and Deploying Edge AI

Unlock the future of intelligent technology with our introductory course on Understanding and Deploying Edge AI Applications. This course explores the cutting-edge world of AI at the edge, where data processing happens directly on devices for faster, smarter, and more secure solutions. You’ll learn the fundamentals of edge computing, AI model optimization, and real-world deployment strategies.

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Available formats: live-online

What will I learn?

Review the basics of deep learning in Python.
Understand how Edge AI is different.

Learn the basics of designing and deploying Edge AI applications.
Understand the constraints of Edge deployment and the strategies we use handle those constraints.

Curriculum

Deep Learning Review

Review the basics of creating, training, optimizing and using deep learning models in Python.

Introduction to Edge AI

Understand what Edge AI is and learn about the tools we use when developing applications for edge devices.

Designing Edge AI Applications

Learn the process of designing, deploying and supporting Edge AI applications.

Model Optimization for Edge Computing

Learn optimization strategies for edge deployment. Deploy your first pre-trained model to edge devices.

Final Projects

Design, optimize and deploy deep learning models for time series forecasting, image and video processing, and language models to edge devices.

Why Edlitera?

Build the coding, data and AI skills you need, online, on your own schedule. From learning to code as a beginner to mastering cutting-edge data science, machine learning and AI techniques.

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Learning for the real world

Our courses are made with the input and feedback of top teams at Fortune 500 companies in Silicon Valley and on Wall Street.

No-fluff learning

Each minute of each course is packed full of insight, best practices and real-world experience from our expert instructors.

Learn by doing

Start writing code on your computer from Day One. Practice on hundreds of exercises. Apply your skills in mini-projects. Get instant feedback from video solutions.

Complete learning tracks

With over 150 hours of video lectures and hundreds of practice exercises and projects, our learning tracks will help you level up your skills whether you are a novice or an advanced learner.

What people are saying

"I walked into the bootcamp with some basic Python syntax and walked out with a much stronger, contextualized grasp of Python, an understanding of common mistakes, the ability to solve basic coding problems, and confidence in my ability to learn more."

Randi S., Edlitera Student

Randi S., a graduate of Edlitera's Python training bootcamp

"I wanted to learn Python and be able to process data without being tied and limited by Excel and macros. These classes gave me all the tools to do so and beyond. The materials provided, the engagement of the class by the tutors and their availability to help us were excellent."

Gaston G., Edlitera Student

Gaston G., a graduate of Edlitera's Python training bootcamp