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Full Description
Build clever, collaborative, and powerful automation systems with the Raspberry Pi and Python.
Key Features
Create your own Pi-Rover or Pi-Hexipod robots
Develop practical applications in Python using Raspberry Pi
Build your own Jarvis, a highly advanced computerized AI
Book Description
This Learning Path takes you on a journey in the world of robotics and teaches you all that you can achieve with Raspberry Pi and Python.
It teaches you to harness the power of Python with the Raspberry Pi 3 and the Raspberry Pi zero to build superlative automation systems that can transform your business. You will learn to create text classifiers, predict sentiment in words, and develop applications with the Tkinter library. Things will get more interesting when you build a human face detection and recognition system and a home automation system in Python, where different appliances are controlled using the Raspberry Pi. With such diverse robotics projects, you'll grasp the basics of robotics and its functions, and understand the integration of robotics with the IoT environment.
By the end of this Learning Path, you will have covered everything from configuring a robotic controller, to creating a self-driven robotic vehicle using Python.
Raspberry Pi 3 Cookbook for Python Programmers - Third Edition by Tim Cox, Dr. Steven Lawrence Fernandes
Python Programming with Raspberry Pi by Sai Yamanoor, Srihari Yamanoor
Python Robotics Projects by Prof. Diwakar Vaish
What you will learn
Build text classifiers and predict sentiment in words with the Tkinter library
Develop human face detection and recognition systems
Create a neural network module for optical character recognition
Build a mobile robot using the Raspberry Pi as a controller
Understand how to interface sensors, actuators, and LED displays work
Apply machine learning techniques to your models
Interface your robots with Bluetooth
Who this book is for
This Learning Path is specially designed for Python developers who want to take their skills to the next level by creating robots that can enhance people's lives. Familiarity with Python and electronics will aid understanding the concepts in this Learning Path.
Contents
Table of Contents
Getting Started with a Raspberry Pi 3 Computer
Dividing Text Data and Building Text Classifiers
Using Python for Automation and Productivity
Predicting Sentiments in Words
Detecting Edges and Contours in Images
Building Face Detector and Face Recognition Applications
Using Python to Drive Hardware
Sensing and Displaying Real-World Data
Building Neural Network Modules for Optical Character Recognition
Arithmetic Operations, Loops, and Blinky Lights
Conditional Statements, Functions, and Lists
Communication Interfaces
Data Types and Object-Oriented Programming in Python
File I/O and Python Utilities
Requests and Web Frameworks
Awesome Things You Could Develop Using Python
Robotics 101
Using GPIOs as Input
Making a Gardener Robot
Basics of Motors
Bluetooth-Controlled Robotic Car
Sensor Interface for Obstacle Avoidance
Making Your Own Area Scanner
Basic Switching
Recognizing Humans with Jarvis
Making Jarvis IoT Enabled
Giving Voice to Jarvis
Gesture Recognition
Machine Learning
Making a Robotic Arm
