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Development Course

course overview

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Outline

Introduction to Programming with Python

Overview of Programming Concepts Python as a Programming Language Setting Up Python Environment Basic Program Structures in Python

Variables and Data Types

Operators and Expressions

Conditional Statements (if, elif, else)

Loops (for and while)

Functions and Modules

Error Handling and Exception Handling

Working with Data Structures

Lists and Manipulation

Tuples and Sets

Dictionaries and Hashing

More Complex Data Structures

Debugging Code

Identifying and Handling Errors Debugging Techniques and Tools

Introduction to Pandas

What is Pandas?

Pandas Data Structures (Series and DataFrame) Reading and Writing Data with Pandas Basic Data Manipulation with Pandas

Working with Common Data File Types

CSV Files

Excel Files

JSON Files

SQL Databases

Other Data File Formats

Applications in Intelligence and Law Enforcement

  • Using Python and Pandas for Data Analysis
  • Real-world Use Cases
  • Ethical Considerations in Data Handling
  • Conclusion and Next Steps
  • Recap of Key Concepts
  • Further Learning Resources Q&A and Discussion


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SPVC = Self Paced Virtual Class

LVC = Live Virtual Class

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