Complete Python 3 and Raspberry Pi Masterclass

Udemy

Online

₹ 549 2299

particular

details

                                    Medium of instructions
                                    English

                                    Mode of learning
                                    Self study

                                    Mode of Delivery
                                    Video and Text Based

Introduction of the course

Objectives, Audience and Prerequisites
Course Contents and Topics Overview
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Why Python 3

Setup and Verify Python 3 on Windows Computer

Python 3 Installation on Windows
Verify the Python installation on Windows

Python 3 and Raspberry Pi

What is Raspberry Pi?
Unboxing of Raspberry Pi
Downloadable PDF for URLs of Softwares
Raspberry Pi Raspbian OS Setup Part 1
Raspberry Pi Raspbian OS Setup Part 2
Remote Connection to RPi with VNC
List of Linux commands used in this section
Install IDLE3 on Raspberry Pi Raspbian
Python on Raspberry Pi
Tour of Raspbian OS
RPi Models and GPIO
RPi vs Arduino Uno
Additional Online Learning Resources

Getting Started with Python

Hello World! on Windows
Hello World! on Raspberry Pi
Interpreter vs Script Mode
A brief tour of IDLE
Comparison: RPi vs PC vs Mac

Python 3 Programming Basics

Basic Data Types
Assignment Operators
print() function
Comments in Python
input() functions
Code Blocks and Indentation
Reserved words in Python

Arithmetic Expressions

Assignment Operators and Expressions
Arithmetic Operations
Precedence and Associativity

Conditional Statements

Boolean Expressions
If Statement
If-Else
Nested-If
If-Elif-Else

Operators

Membership
Logical
Bitwise

Loops

While
While-Break
While-Continue
for-list
for-range
for-continue-break
prime
Calculating factorial
Computing Fibonacci Series

Functions

Simple Function
Function Arguments
Function with returns
Arbitrary Arguments

Recursion

Simple Recursion
Factorial with Recursion
Fibonacci
Indirect Recursion

Built-in Functions

DocStrings

PyChard IDE and Geany IDE

PyChard IDE on Windows
Geany IDE on Windows

Strings and Collections

Strings
Tuples
Lists
Sets
Dictionaries

Object Oriented Programming and Exception

Classes and Object
Inheritance
Exception handling
More Exceptions
Custom Exceptions

Datetime and Math

Datetime
Math

Command Line Arguments

Python Package Index and pip

PyPI and pip
pip on Windows
pip on Raspberry Pi

Python and Mysql

MySQL Windows Installation
Getting Started with MySQL and SQL Workbench
Install SQL Developer on Windows
Connect to MySQL with Oracle SQL Developer
Explore MySQL Workbench
pymysql installation on Windows
Connect to MySQL with Python 3
Execute DDL
INSERT
SELECT
UPDATE
DELETE
DROP

Scientific Python Ecosystem and Jupyter

Scientific Python Ecosystem
Downloadable PDF for URLs of Projects in Scientific Python Ecosystem
Jupyter and IPython
Install Jupyter on Windows
Install Jupyter on Raspberry Pi
Install PuTTy on Windows
Connect to a remote Jupyter Noterbook Server
A brief tour of Jupyter
Jupyter Installation Notes

File I/O

Plaintext File
CSV
Handling Excel File

Install NumPy and Matplotlib

Install NumPy and Matplotlib on Windows
Install NumPy and Matplotlib on Raspberry Pi

Getting Started with Numpy

Introduction to NumPy
Ndarrays Slicing and Indexing
Ndarray Properties
NumPy Constants
NumPy DataTypes

Creation of Arrays and Matplotlib

Ones and Zeroes
Matrices
Introduction to Matplotlib
Numerical Ranges and Visualizations

Random Sampling

Ndarray Manipulation

Bitwise Operations

Statistical Functions

Image Processing with NumPy and Matplotlib

What is Digital Image Processing
Image Dataset
Pillow Installation on Windows and Raspberry Pi
Reading, saving, and displaying images with Matplotlib
NumPy for Images
Image Statistics
Image Masks
Image Channels
Arithmetic Operations on Images
Logical Operations on Images
Histogram with Matplotlib and NumPy

A Bit of Machine Learning with SciPy

What is SciPy
Install SciPy on Windows
Install SciPy on Raspberry Pi
K-Means Clustering Improved

Complete data Science example

What is Pandas?
Install Pandas on Raspberry Pi
Install Pandas on Windows
A complete data Science example

Ploty Basics

Installation and Version Checking
Scatter Plot
Bubble Chart
Line Plots
Area Plots
Bar Charts
Horizontal Bar Charts
Gantt Chart
Pie Chart
Table Visualization
Multiple Visualization

Python Distributions

What is Python
Python Distributions
Conda, Anaconda, and Miniconda
Install Anaconda on Windows and verify the setup and environment
A brief Tour of SPYDER IDE
Downloadable Bundle for this section

MariaDB and RPi

Raspberry Pi Pinout and Buses

RPi Pins
Parallel vs Serial
UART vs USART
SPI
I2C

Basics Electronics Components

Raspberry Pi vs Arduino
Breadboards and Power Supply
Jumper Wires
LEDs and Resistors
RAB Holder

LED Programming

Fritzing
LED Blink
SOS
Alternate Blinking LEDs - Method 1
Alternate Blinking LEDs - Method 2
Chaser Circuit

Sensors and IoT

DHT Sensors
Interface DHT with RPi
Thingspeak
Raspberry Pi IoT

Downloadable Code FIles

Code Bundle
BONUS LECTURE

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Complete Python 3 and Raspberry Pi Masterclass

Online

₹ 549 2299

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The syllabus

Introduction of the course

Setup and Verify Python 3 on Windows Computer

Python 3 and Raspberry Pi

Getting Started with Python

Python 3 Programming Basics

Arithmetic Expressions

Conditional Statements

Operators

Loops

Functions

Recursion

Built-in Functions

DocStrings

PyChard IDE and Geany IDE

Strings and Collections

Object Oriented Programming and Exception

Datetime and Math

Command Line Arguments

Python Package Index and pip

Python and Mysql

Scientific Python Ecosystem and Jupyter

File I/O

Install NumPy and Matplotlib

Getting Started with Numpy

Creation of Arrays and Matplotlib

Random Sampling

Ndarray Manipulation

Bitwise Operations

Statistical Functions

Image Processing with NumPy and Matplotlib

A Bit of Machine Learning with SciPy

Complete data Science example

Ploty Basics

Python Distributions

MariaDB and RPi

Raspberry Pi Pinout and Buses

Basics Electronics Components

LED Programming

Sensors and IoT

Downloadable Code FIles

Instructors

Articles

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