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TensorFlow-Powered Android App Development with Machine Learning
Mammoth Interactive Course Introduction
00 About Mammoth Interactive (1:12)
Preface
01 How To Learn Online Effectively (13:46)
Source Files
(Prerequisite) Introduction to Android Studio
00. Introduction (3:27)
01. Downloading And Installing Android Studio (6:53)
02. Exploring Android Studio Interface (12:59)
03. Understanding File Hierarchy (12:19)
04. Exploring Activity-Layout Relationship (19:36)
05. Setting Up An Emulator (7:01)
06. Running App And Implementing User Interaction (6:45)
07. Debugging An App (6:11)
08. Summary And Outro (4:07)
Source Files
(Prerequisite) Introduction to Kotlin
00. Introduction (6:12)
01. Introduction To Variables (7:04)
02. Basic Operations (9:18)
03. Nullable Variables (5:24)
04. Collections Intro (7:27)
05. Mutable Lists And Arrays (6:53)
06. If Statements And Expressions (8:11)
07. When Statements And Expressions (3:30)
08. While Loops (6:46)
09. For In Loops (4:55)
10. Introduction To Functions (7:55)
11. Functions With Parameters And Return Values (7:29)
12. Classes And Objects Introductions (16:37)
13. Subclassing And Superclassing (13:12)
14. Summary And Outro (4:41)
Source FIles
Linear regression from scratch
00. Project Preview (2:17)
Build a linear regression model with Python for TF Lite
00. Build A Linear Regression Model With Python (15:06)
01. Convert Python Model To Tensorflow Lite (5:38)
Source files
Build an Android app with TensorFlow machine learning model
00. Build A New Android Studio App (7:39)
01. Build App Layout (10:18)
Source files
Load and use model with Kotlin
00. Load Machine Learning Model (4:53)
01. Use Machine Learning Model (5:18)
02. Connect App Layout To Model (6:08)
Source files
07. Debugging An App
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