Technologies / Artificial Intelligence

ML for mobile apps with Google ML Kit

The training introduces participants to the world of implementing machine learning in mobile apps using Google ML Kit. The program includes a hands-on workshop on creating AI functions in Android and iOS apps, from text recognition to image analysis. The class combines theoretical sessions with intensive hands-on exercises, allowing participants to create advanced ML functions in mobile apps on their own.

Issues

ML Kit Architecture
Text recognition
Face detection
Object tracking
Language processing
Offline translation
Performance optimization
Model management
ML debugging
Testing AI functions
UX for ML functions
Data security

Benefits

The participant will gain the practical knowledge necessary to implement ML functions in mobile applications
Will learn how to effectively use Google ML Kit tools to create intelligent functions in applications
Will develop the ability to integrate advanced AI functions into existing mobile applications
Will learn methods to optimize performance and battery consumption in the context of ML on mobile devices
Will be able to implement real-time image and text recognition
Will gain the ability to develop multilingual applications using ML Kit
Will master techniques for debugging and testing ML functions in a mobile environment
Will gain knowledge of best practices in UX design for AI functions

Who is this training for?

Android and iOS mobile application developers

ML developers interested in mobile deployments

Mobile software engineers

Architects of mobile solutions

UX/UI specialists working with AI features

Full-Stack developers with a focus on mobile

Mobile team leaders

Mobile innovation specialists

Prerequisites

Experience in mobile application development
Basic knowledge of ML concepts
Programming skills in Kotlin or Swift
Knowledge of mobile design patterns

Training program

Configuring the environment
Integration with applications
Performance optimization
Image and text recognition

Face detection and landmark

Object recognition

Motion tracking
Natural language processing
Real-time translation

Implementation and optimization
Offline model management
Battery optimization
Debugging performance
Testing the ML function

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For ML for mobile apps with Google ML Kit we recommend: Experience in mobile application development; Basic knowledge of ML concepts; Programming skills in Kotlin or Swift.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Android and iOS mobile application developers; ML developers interested in mobile deployments; Mobile software engineers.