Python for Data Analysis & Business Intelligence

Master Python for Data Analysis & Business Intelligence: A Hands-On Course

This project-based Python course provides a comprehensive introduction to the core skills needed for data analysis and business intelligence. You'll gain practical experience building a strong foundation in Python, ideal for aspiring data analysts, data scientists, and business intelligence professionals.

We'll begin with the fundamentals:

• Python Language & Ecosystem: Learn to install Anaconda and Jupyter Notebooks, the essential tools for Python development. Write your first lines of code and understand the Python environment.
• Python Data Types: Explore native data types (integers, floats, strings, booleans) and learn about type conversion, iteration, and mutability.
• Variables: Understand how to store and manage data using variables – naming conventions, overwriting, and tracking values.
• Numeric Data: Manipulate and perform arithmetic operations with numeric data using built-in functions.
• Strings: Master text manipulation techniques, including indexing, slicing, string methods, and f-strings for dynamic output.
• Conditional Logic: Control program flow using if statements and Boolean operators.
• Sequence Data Types: Work with lists, tuples, and ranges – learn to create, modify, and nest these data structures.
• Loops: Understand and implement for and while loops to automate repetitive tasks.
• Dictionaries & Sets: Learn when and how to effectively use dictionaries and sets for efficient data storage and retrieval.
• Functions: Create reusable custom functions to improve code organization and productivity. Import and utilize external functions from modules and packages.
• Excel Data Manipulation: Import and manipulate data from Excel spreadsheets using the openpyxl package, applying your Python skills to real-world data.

Real-World Application:

Throughout the course, you'll step into the role of a Data Analytics Intern at Maven Ski Shop, a leading provider of skis, snowboards, and winter gear. You'll apply your newly acquired Python data analytics skills to:

• Track inventory levels.
• Analyze pricing strategies.
• Evaluate sales performance.

Course Outline:

• Why Python for Data Analytics? Discover why Python is the preferred programming language for data analysis.
• Jupyter Notebooks: Get hands-on experience with Jupyter Notebooks, a user-friendly environment for data exploration and analysis.
• Python Data Types: A deep dive into Python's core data types and their practical applications.
• Variables: Learn to effectively manage and utilize variables in your Python programs.
• Numeric Data: Perform calculations and analysis on numeric data using Python's powerful functions.
• Strings: Master string manipulation techniques for data cleaning and analysis.
• Conditional Logic: Implement decision-making logic in your Python code.
• Sequence Data Types: Utilize lists, tuples, and ranges for efficient data storage and manipulation.
• Loops: Automate repetitive tasks with for and while loops.
• Dictionaries & Sets: Explore the benefits of dictionaries and sets for data organization.
• Functions: Create reusable and modular code with custom functions.
• Manipulating Excel Sheets: Learn to import, process, and analyze data from Excel files.
• Final Project: Apply all learned skills to a comprehensive data analysis project.

What You Get:

• 11+ hours of video content
• Python Foundations PDF ebook (300+ pages)
• Downloadable project files & solutions
• Expert support & Q&A forum
• 30-day money-back guarantee

Ready to Level Up Your Skills?

If you're a data analyst, data scientist, or business intelligence professional seeking to build a robust Python foundation and enhance your data analytics skillset, this course is perfect for you!

Join today and unlock your potential!

-Chris Bruehl (Python Expert & Lead Instructor, Maven Analytics)

Looking for our full business intelligence stack? Search for "Maven Analytics" to explore our courses on Excel, Power BI, MySQL, Tableau, and Machine Learning.

See why our courses are highly rated on Udemy:

"Some of the BEST courses I've ever taken..." - Russ C.
"Maven Analytics should become the new standard..." - Jonah M.