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Intro to Cloud Basics Python Programming and Fundamentals

(SR-CLOUD-PYTHON.AA1)
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Skills You’ll Get

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1

Week 5: Python Programming Fundamentals

  • Working with Variables in Python
  • Working with Operators in Python
  • Creating a Simple Calculator
  • Using the if-else Syntax
  • Using Loops in Python
  • Using Control Flow Statements in Python
  • Working with Functions and Classes in Python
2

Week 6: Python Data Structures and File Handling

  • Building a Scorecard Using Dictionary Comprehension and Multiple Lists
  • Practicing Data Manipulation with Data Structures
  • Working with Files
  • Visualizing the Distribution of Errors
  • Creating and Using Reusable Python Code
  • Creating and Managing Python Packages
3

Week 7: Data Analysis and Visualization with Python

  • Creating a DataFrame and Making Changes to it
  • Preprocessing Categorical Data with Scikit-Learn Pipelines
  • Creating an Interactive Scatter Plot
  • Creating a Density Plot Using Bivariate Data
  • Performing Descriptive Statistics Using Python
  • Performing EDA with Email Data
  • Displaying Relationships Using Scatterplot
  • Creating a Correlation Heat Chart
4

Week 8: Version Control, Python Best Practices, and Cloud Computing

  • Working with Git
  • Managing Python Packages with PIP and the requirements.txt File
  • Creating and Using Virtual Environments in Python
  • Identifying and Fixing Code Issues
  • Exploring the Azure Portal
  • Creating a Virtual Machine in Azure
5

Week 9: Azure Cloud Services and Python Cloud Integration

  • Running a Python Script in Azure Virtual Machines
  • Creating a Storage Account Using Python Libraries
  • Creating a Table in Table Storage
  • Creating an Azure SQL Database

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