Brochure
Join- Introduction and course Overview
Beginner
Online
₹ 455 1,280
Quick facts
| particular | details | |
|---|---|---|
|
Medium of instructions
English
|
Mode of learning
Self study
|
Mode of Delivery
Video and Text Based
|
Course and certificate fees
Fees information
₹ 455 ₹1,280
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Introduction
Setting up the environment
- Setting up the environment
- Installing Tensorflow
- Jupyter Notebook Introduction
Learning Python
- Android ML: Python Introduction and data types
- Android ML: Python Lists
- Android ML: Python List Functions
- Android ML: Python dictionary and tuples
- Android ML: Python Loops and conditional statements
- Android ML: Python File handling
Data Science Libraries
- Android ML: Numpy Introduction and arrays
- Android ML: Numpy functions
- Android ML: Numpy Operators
- Android ML: Pandas Introduction
- Android ML: Pandas reading files and handling missing values
- Android ML: Matplotlib introduction
- Android ML: Matplotlib dealing with images
Machine Learning and Deep Learning
- Android ML: Machine Learning, Classification and Regression
- Android ML: Unsupervised, Reinforcement Learning
- Android ML: Deep Learning
- Android ML: Deep Learning Part 2
- Basic Concepts Part 1
- Basic Concepts Part 2
Tensorflow
- Android ML: Tensorflow Introduction
- Android ML: Tensorflow Constants and shaping
- Android ML: Tensorflow rank and numpy
- Android ML: Tensorflow Matrix multiplication and Ragged Tensors
- Android ML: Tensorflow Operations
- Android ML: Generating Random Values
- Android ML: Saving Variables using Checkpoints
Training First model and creating Android Application
- Creating and training first ML model for android
- Java: Creating Android Application for the Machine learning model
- Java: Testing Machine learning based Android Applications
- Kotlin: Creating Android Application for the model
Concrete function and Saved model examples
- Android Tensorflow lite Concrete Function Example
- Android Tensorflow lite Saved Model Example
Predicting Fuel Efficiency of automobiles
- Android ML: Loading data and preprocessing
- Android ML: One Hot Encoding
- Android ML: Normalizing data and training model
- Android ML Java: Fuel Efficiency Android Application Part 1
- Android ML Java: Fuel Efficiency Application Part 2
- Android ML Kotlin: Fuel Efficiency Application
- Android ML: Testing Fuel Efficiency prediction Application
Handwritten digits recognition application
- Android ML: Loading the dataset
- Android ML: Matplotlib and normalizing data
- Android ML: Training digit recognition model
- Android ML: Evaluating model and creating tflite file
- Android ML: Digit Recognizer Application 1
- Android ML: Digit Recognizer Application Part 2
- Android ML: Digit Recognizer Application Part 3
- Android ML: Testing digit recognition Application
- Kotlin: Digit Recognizer Android Application
Recognition Section
- Android ML: Transfer Learning
- Android ML: Google Colab
- Android ML: Flower Recognition loading data set
- Android ML: Flower Recognition Training and evaluating model
- Android ML: Flower Recognition Detailed Process
- Android ML: Flower Recognition model
- Android ML: Evaluating tflite model
Cats and Dogs Classification
- Android ML: Train cats and dogs model
- Android ML Java: Build Cats and dogs classification Application
- Android ML Kotlin: Build Cats and dogs classification Application
Rock Paper and Scissors Problem
- Android ML: Training rock paper scissors model
- Android ML Java: Rock Paper and Scissor Android Application
- Android ML Kotlin: Rock Paper and Scissor Android Application
Practice Activity 1 Predict Fitness of a Person
- Android ML: Introduction
- Android ML: Fitness Practice Activity 1 Part 1
- Android ML: Fitness Practice Activity 1 Part 2
- Android ML: Fitness Practice Activity 1 Part 3
- Android ML: Fitness Practice Activity 1 Part 4
- Android ML: Fitness Practice Activity 1 Solution
- Android ML: Fitness Practice Activity 1 Application 1
- Android ML: Fitness Practice Activity 1 Application 2
Practice Activity 2 Human and Horses
- Android ML: Human and horses Assignment
- Android ML: Training Human and Horses model
- Android ML Java: Build Human and Horses classification Application
- Android ML Kotlin: Build Human and Horses classification Application
Bonus
- Android ML: Working with images Part 1
- Android ML: Working with images Part 2
- Android ML: Working with CSV
Articles
Popular Articles
Latest Articles
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