Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Save more on your purchases! discount-offer-chevron-icon
Savings automatically calculated. No voucher code required.
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletter Hub
Free Learning
Arrow right icon
timer SALE ENDS IN
0 Days
:
00 Hours
:
00 Minutes
:
00 Seconds
Arrow up icon
GO TO TOP
Data Analysis Foundations with Python

You're reading from   Data Analysis Foundations with Python Master Data Analysis with Python: From Basics to Advanced Techniques

Arrow left icon
Product type Paperback
Published in Jun 2024
Publisher Packt
ISBN-13 9781836209072
Length 551 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Cuantum Technologies LLC Cuantum Technologies LLC
Author Profile Icon Cuantum Technologies LLC
Cuantum Technologies LLC
Arrow right icon
View More author details
Toc

Table of Contents (37) Chapters Close

1. Code Blocks Resource
2. Premium Customer Support FREE CHAPTER
3. Who we are 4. Introduction
5. Who is This Book For? 6. How to Use This Book 7. Acknowledgments
8. Chapter 1: Introduction to Data Analysis and Python 9. Quiz for Part I: Introduction to Data Analysis and Python
10. Chapter 2: Getting Started with Python 11. Chapter 3: Basic Python Programming 12. Chapter 4: Setting Up Your Data Analysis Environment 13. Quiz for Part II: Python Basics for Data Analysis
14. Chapter 5: NumPy Fundamentals 15. Chapter 6: Data Manipulation with Pandas 16. Chapter 7: Data Visualization with Matplotlib and Seaborn 17. Quiz for Part III: Core Libraries for Data Analysis
18. Chapter 8: Understanding EDA 19. Chapter 9: Data Preprocessing 20. Chapter 10: Visual Exploratory Data Analysis 21. Quiz for Part IV: Exploratory Data Analysis (EDA)
22. Project 1: Analyzing Customer Reviews 23. Chapter 11: Probability Theory 24. Chapter 12: Hypothesis Testing 25. Quiz for Part V: Statistical Foundations
26. Chapter 13: Introduction to Machine Learning 27. Chapter 14: Supervised Learning 28. Chapter 15: Unsupervised Learning 29. Quiz Part VI: Machine Learning Basics
30. Project 2: Predicting House Prices 31. Chapter 16: Case Study 1: Sales Data Analysis 32. Chapter 17: Case Study 2: Social Media Sentiment Analysis 33. Quiz Part VII: Case Studies
34. Project 3: Capstone Project: Building a Recommender System 35. Chapter 18: Best Practices and Tips 36. Conclusion
37. Know more about us

3.2 Functions and Modules

Control structures serve as the foundation of programming, providing the necessary structure to execute code effectively. However, the true versatility and power of programming comes from the ability to create custom functions and modules. These essential components act as the limbs of programming, allowing you to interact with and manipulate data in more efficient ways.

By learning how to create custom functions, you open up a world of possibilities for your code. You can create functions that perform specific tasks, such as calculating complex mathematical equations or sorting through large datasets. Additionally, by leveraging Python modules, you can save time and effort by reusing code that has already been created and tested by others.

In this section, we will dive deep into the world of custom functions and Python modules. We will explore the process of creating functions, including defining parameters and return values. We will also discuss the different...

lock icon The rest of the chapter is locked
CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Data Analysis Foundations with Python
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Modal Close icon
Modal Close icon