VTC Academy | AI Full-stack Engineer

Level 3

AI Full-stack Engineer

5 (7564)

Learning method: On campus

Duration: 12 weeks

Major: Artificial Intelligence

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Introduction

The AI Full-stack Engineer Course delivers how to successfully build a plan, set up and implement Machine Learning/Deep Learning projects

as well as how to use important blocks in Deep Learning and practice, consequently, students can join real projects to build and deploy complete AI systems.

Applicable areas of course

Building complete AI systems

Developing complete AI systems

Applying AI to production process

Applying AI to corporate management and operation

Applying AI to corporate digitalization

Applying AI to product and service development

Who can learn?

GROUP 1: People who have knowledge of python: programming, linear algebra, analytics, optimization* People who have logical and critical thinking *

GROUP 2: Students who have been awarded AI Specialist certificates by VTC Academy

* Subject to the International-standards-based competency assessment of VTC Academy

Course overview

Uniform framework for understanding of AI projects and their life cycle
Challenges and good practices of planning, developing and implementing Machine Learning/Deep Learning projects successfully
Practice using the important blocks of Deep Learning: CNNs; RNNs and sequence models; embeddings; GANs, VAEs and generative models; deep RL; attention and memory mechanisms; neural-symbolic integration with reasoning, planning, and search mechanisms
Real-world projects in building and developing the most modern integrated AI systems

Course outcomes

Manage problems and estimate a complete AI project

Able to seek, clean, label and augment data

Know how to choose the right frameworks of computer infrastructure architecture

Able to train different models simultaneously in order to choose the right one

Able to implement large-scale models: REST API /Docker container/Amazon Lambda, etc.

Able to develop and implement modern integrated AI systems

Testimonials

Mr. Nguyen Tuan Viet

"After joining the courses, I know about the very important foundations of AI thanks to the lecturers’ enthusiastic support. At VTC Academy, the students’ competency and progress are the main focus of the AI courses, a new field with various applicabilities and a great potential for career development for the students."

Mr. Nguyen Anh Huy

"The theoretical and practical contents of the AI course offered by VTC Academy are well and carefully built. The AI Practitioner course provides basic, useful, and practical knowledge of AI and helps the students quickly understand how AI is applied; thus, it brings new future job opportunities for us."

Mr. Nguyen Thien Phuc

"VTC Academy lecturers and advisors, especially Mr. Ngo Quoc Hung, have profound knowledge and excellent communication abilities. The contents delivered during the course are logical, clear, and easy for students to approach and study. And there is a good balance between theoretical and practical hours. The practice lessons are detailed, understandable, and highly applicable."

Participating enterprise

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