Udemy – Flutter & ML : Train Tensorflow Lite models for Flutter Apps 2024-9

Apr 18, 2025 - 16:22

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Flutter & ML: Train Tensorflow Lite models for Flutter Apps is a course on how to integrate machine learning models using TensorFlow Lite into Flutter apps, published by Udemy Online Academy. Flutter & ML: Train TensorFlow Lite Models for Flutter Apps is a comprehensive course that teaches you how to integrate machine learning models using TensorFlow Lite into Flutter apps. The course covers the entire process of training machine learning models with TensorFlow, converting them to Lite format, and deploying them on mobile devices in Flutter apps. Participants will learn how to implement various machine learning techniques, including image classification, text processing, and real-time predictions.

The course provides hands-on projects that demonstrate the power of Flutter combined with machine learning, enabling developers to create intelligent, data-driven apps. Key points of this course include Flutter, Machine Learning, TensorFlow Lite, Mobile Apps, Training Models, Image Classification, Text Processing, Real-Time Predictions, AI Integration, Performance Optimization. By the end of this course, learners will have the skills to incorporate AI-based features into their Flutter applications and optimize performance and efficiency using TensorFlow Lite.

What you will learn in Flutter & ML : Train Tensorflow Lite models for Flutter Apps:

Training Machine Learning Models for Flutter Applications
Integrating Tensorflow Lite Models in Flutter for Android and iOS
Train Image Classification and Object Detection Models for Flutter Applications
Data Collection and Preprocessing for Training ML Models for Flutter Applications
Basics of Machine Learning and Deep Learning for Training Machine Learning Models for Flutter
Understanding the Performance of Artificial Neural Networks for Training Machine Learning for Flutter
Basic Syntax of Python Programming Language for Training ML Models for Flutter
Using Data Science Libraries Like Numpy, Pandas, and Matplotlib
And…

Course specifications

Publisher: Udemy
Instructors: Mobile ML Academy by Hamza Asif
Language: English
Level: Introductory to Advanced
Number of Lessons: 139
Duration: 10 hours and 20 minutes