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Complete Python for Data Science

About the Course

What you'll learn:


What You'll Learn:

  • Learn Python by completing 13 real world projects in Python games, OOP, data analysis, database, and scripting.

  • Install Python 3 and choose the best Python IDE for your needs.

  • Use Python IDLE and online Jupyter for Python programming.

  • Understand variables and operators in Python, including operator types and data types.

  • Explore string functions and entries, input string functions, and Python data structures like lists, dictionaries, and tuples.

  • Learn to use control flow and loops in Python, including IF statements, FOR loops, and WHILE loops.

  • Handle errors in your Python programs.

  • Create and use Python functions and Lambda expressions.

  • Understand Python modules and how to use them in your code.

  • Use Python to open files and apply what you've learned through exercises and review.

Description


Python for Data Science is a comprehensive course brought to you by Board Infinity, designed to introduce individuals to the Python programming language, with a special focus on its applications within the realm of data science.


The course starts with a thorough introduction to the Python programming language, guiding you through the fundamentals needed to develop proficiency and confidence. You'll learn the importance of correct Indentation in Python, an essential feature that establishes the structure of your code.


Following the basics, we dive into specific components of Python that make it an ideal language for data manipulation and analysis. We'll delve into Python Identifiers, Keywords, and Variables - these are the building blocks that will allow you to write and understand Python code.


Once the foundation is set, we'll move on to understand the various operators in Python - Arithmetic, Assignment, and Comparison Operators. These operators are critical in performing calculations, assigning values, and comparing data - necessary tasks in data science.


The next section of the course will introduce you to Python's control flow tools - the If Statement, While Loop, For Loop, and the Break Statement. Understanding these components will allow you to write code that can make decisions, repeat tasks, and control the flow of your programs, which is vital in data pre-processing and analysis.


Throughout the course, real-world examples and exercises will be provided to give you hands-on experience and help cement your understanding of these concepts. By the end of this course, you'll have a strong foundation in Python programming, preparing you for more advanced topics in data science and machine learning.


Whether you're a beginner in programming or eager to enhance your data science skills, this course by Board Infinity is your perfect start.

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