Udemy – Android 15 & ML – Train Tensorflow Lite Models for Android 2024-9

Published on: 2024-10-20 10:10:45

Categories: 28

Description

Android 15 & ML Course – Train Tensorflow Lite Models for Android. Do you want to train different machine learning models and build smart Android apps? So welcome to this course. In this course, we will first examine the basics of machine learning and its different types, and then we will go to the world of deep learning and artificial neural networks, which will be the basis of training machine learning models for Android.

What you will learn in this course

Teaching machine learning models for Android applications
Teaching image classification and object recognition models for Android applications
Teaching linear regression models for Android applications
Integrating TensorFlow Lite models into Android Kotlin apps
Using computer vision models on Android with live camera images and videos
Learning the object recognition model for counting and recognizing fruits and building an Android app
Teaching the fruit classification model and building an Android fruit detection program
Brain tumor classification model training and Android application development
Training the machine learning model and building the Android fuel consumption forecasting program
Training the machine learning model and building an android house price prediction program
Teaching any model of prediction, classification and recognition of objects and its use in Android applications
Analysis and use of advanced regression models in Android applications
Data collection, data annotation and pre-processing for training machine learning model for Android application
Basics of machine learning and deep learning for training machine learning models for Android
Understanding how artificial neural networks work to train machine learning for Android
Basic Python programming language syntax for training ML models for Android
Using data science libraries such as numpy, pandas and matplotlib

This course is suitable for people who

Beginner Android developers who want to train ML models and build machine learning-based Android apps.
Aspiring Android developers who want to add ML modeling to their skill set.
Interested in bridging the gap between machine learning and mobile app development.
Machine learning engineers looking to build real-world applications with machine learning models.