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Python 3: Automating Your Job Tasks

Introduction - What's This Course All About?
What Will You Learn?
Preview
General Recap: Python 3 - Cheat Sheet and 200+ Pages E-Book
Python 3 - Cheat Sheet
Python 3 - 200+ Pages E-book
Superhero Level: Automate Excel Tasks with Python 3
Setting Up the Working Environment
Download the sample Excel file
Loading an Excel Workbook In Python and Creating/Removing Sheets
Notebook - Handling Workbooks
Getting General Information About a Sheet
Notebook - Sheet Information
Working with Sheet Cells Using Python
Notebook - Cell Information
Working with Cell Styles Using Python
Notebook - Cell Styles
Download the Excel-Python Cheat Sheet
APPLICATION - Migrating Records from a Text File to an Excel Workbook
Download the Code - Excel Application
Useful Links
Superhero Level: Automate Database Tasks with Python 3
Installing the Database Server Software
Downloading and Installing PostgreSQL on Windows, Linux, macOS
Installing the Necessary Python Module
Creating a New Database, Schema and User
Notebook - Creating a New Database, Schema and User
Connecting Python to the Database
Notebook - Connecting Python to the Database
Creating Database Tables with Python
Notebook - Creating Database Tables with Python
Inserting Records Into a Table with Python
Notebook - Inserting Records Into a Table with Python
Updating Records Into a Table with Python
Notebook - Updating Records Into a Table with Python
Deleting Records From a Table with Python
Notebook - Deleting Records From a Table with Python
Querying the Database with Python
Notebook - Querying the Database with Python
Fetching Information From the Database with Python
Notebook - Fetching Information From the Database with Python
Committing and Rolling Back Transactions with Python
Notebook - Committing and Rolling Back Transactions
Download the PostgreSQL Syntax Cheat Sheet
Download the PostgreSQL-Python Cheat Sheet
APPLICATION - Migrating Records from a Text File to the Database
Download the Code - Database Application
Useful Links
Superhero Level: Automate Network Tasks with Python 3
Network Setup Overview
Installing the Virtualization Software
Installing the Virtualization Software on Windows, Linux, macOS
Downloading & Installing the Network Device VM
Signing Up to the Arista Software Download Portal
Importing the VM & Tweaking the VM Settings
Connecting the Local PC to the Devices in Windows
Connecting the Local PC to the Devices in macOS
Checking the SSH Configuration and Testing the Connectivity
Necessary Switch/Router Configuration
Any Connection Issues? Check Out This Troubleshooting Checklist!
Planning the Application
Checking IP File Validity
Notebook - Checking IP File Validity
Checking IP Address Validity
Notebook - Checking IP Address Validity
Checking IP Address Reachability
Notebook - Checking IP Address Reachability
Note about pinging in Windows vs. Mac OS / Linux
Checking Username/Password File Validity
Notebook - Checking Username/Password File Validity
Checking Command File Validity
Notebook - Checking Command File Validity
Establishing the SSH Connection
Notebook - Establishing the SSH Connection
Enabling Simultaneous SSH Connections
Notebook - Enabling Simultaneous SSH Connections
APPLICATION - Putting Everything Together
Download the Code - Network Application and Modules
Reading Device Configuration
Extracting Network Parameters
Configuring Multiple Devices Simultaneously
Useful Links
Superhero Level: Automate Data Analysis Tasks with Python 3
Running Python Code - The Next Level: IPython and Jupyter Notebook
Notebook - IPython and Jupyter Notebook
Introduction to Pandas - Basic Operations
Notebook - Introduction to Pandas
Handling Files with Pandas - TXT, CSV, JSON, XLSX
Download the necessary files
Notebook - Handling TXT, CSV, JSON, XLSX Files with Pandas
Reading HTML Content from URLs and HTML Files with Pandas
Notebook - Reading HTML Content with Pandas
Indexing and Slicing Tables with Pandas
Notebook - Indexing and Slicing Tables with Pandas
Adding, Updating, Deleting Table Rows and Columns
Notebook - Adding, Updating, Deleting Table Rows and Columns
APPLICATION - Reading and Writing Data in PostgreSQL Databases Using Pandas
Download the Code - SQL Data Analysis Application
Useful Links
Superhero Level: Data Visualization with Bokeh and Python 3
Introduction to Bokeh
Bookmark These 3 Important Documentation Links
Creating a Basic Line Plot Based on Python Lists
Notebook - Creating a Basic Line Plot Based on Python Lists
Creating a Bar Plot Based on Excel Data
Download the necessary XSLX file
Notebook - Creating a Bar Plot Based on Excel Data
Creating a Pie Chart Based on CSV Data
Download the necessary CSV file
Notebook - Creating a Pie Chart Based on CSV Data
Plotting Multiple Stock Prices Simultaneously
Notebook - Plotting Multiple Stock Prices Simultaneously
Plotting Bitcoin Prices as an Interactive Plot with a Range Tool
Notebook - Plotting Bitcoin Prices as an Interactive Plot with a Range Tool
Plotting Bitcoin Prices as an Interactive Plot with Candlesticks
Notebook - Plotting Bitcoin Prices as an Interactive Plot with Candlesticks
Useful Links
Superhero Level: Automate Unit Testing with Python 3
Installing pytest and Writing Your First Test
Notebook - Introduction to pytest
Running Multiple Tests. Test Discovery Rules in Action
Notebook - Running Multiple Tests
Testing a Basic Script - Preparing the Test Bed
Download the Code for Testing
Fixture Functions
Notebook - Fixture Functions
Sharing a Fixture Instance & Fixture Finalization
Notebook - Sharing a Fixture Instance & Fixture Finalization
Parametrizing Fixtures
Notebook - Parametrizing Fixtures
Marking Test Functions Using Attributes
Notebook - Marking Test Functions Using Attributes
Marking Test Functions Using Custom Markers
Notebook - Marking Test Functions Using Custom Markers
Useful Links
Superhero Level: Automate Web Scraping with Python 3
Installing the Necessary Modules
Notebook - Installing the Necessary Modules
Extracting and Parsing Web Content
Notebook - Extracting and Parsing Web Content
Tags, Names and Attributes
Notebook - Tags, Names and Attributes
Searching the Tree of HTML Tags: find() and find_all()
Notebook - Searching the Tree of HTML Tags: find() and find_all()
APPLICATION - Extracting the Product Names, Links and Prices. Saving to Excel
Download the Code - Scraping Web Data and Saving to Excel
APPLICATION - Handling Website Pagination When Extracting Data
Download the Code - Handling Website Pagination When Extracting Data
Useful Links

Download the PostgreSQL Syntax Cheat Sheet

Python 3: Automating Your Job Tasks Superhero Level: Automate Database Tasks with Python 3
By: Mihai Catalin Teodosiu
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