Train Linear Regression Models & build ML based Android Apps

Use Machine Learning in Flutter Apps | Train Image Classification, Object Detection and Regression model for Flutter

Created by: Mobile ML Academy by Hamza Asif
ML & AI based Flutter, Android, IOS & React Native Courses

What Will I Learn?

• Train Machine Learning models for Flutter Applications
• Train Image Classification and Object Detection Models for Flutter Apps
• Train Linear Regression Models for Flutter Apps
• Integrate Tensorflow Lite models in Flutter for both Android & IOS
• Use Computer Vision Models in Flutter with both Images and Live Camera Footage
• Train a machine learning model and build a fuel efficiency prediction Flutter Application
• Train a machine learning model and build a house price prediction Flutter Application
• Analysing & using advance regression models in Flutter Applications
• Train Any Prediction Model & use it in Flutter Applications
• Data Collection & Preprocessing for ML model training for Flutter Application
• Basics of Machine Learning & Deep Learning for training Machine learning Models for Flutter
• Understand the working of artificial neural networks for training machine learning for Flutter
• Basic syntax of Python programming language to train ML models for Flutter
• Use of data science libraries like numpy, pandas and matplotlib
• Train a fruit classification model and build a Fruit Recognition Flutter Application

Requirements

• Android studio & Flutter installed in your PC

Target audience

• Beginner Flutter Developer who want to train ML models and build Machine Learning based Flutter Applications
• Aspiring Flutter developers eager to add ML modeling to their skillset
• Enthusiasts seeking to bridge the gap between Machine Learning and mobile app development.
• Machine Learning Engineers looking to build real world applications with Machine Learning Models