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Python for Data Analysis

Brian Paul

In this book, we take you on a journey through the essential tools and techniques that Python offers for data analysis. Beginning with the fundamentals of Python programming, you'll swiftly progress to mastering the NumPy and Pandas libraries,...

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Opening Credits

1/21/2026
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1 introduction

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2 foundations of python

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3 introduction to num py and pandas

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4 data cleaning and preprocessing

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5 exploratory data analysis (eda)

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6 statistical analysis with python

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7 machine learning basics

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8 advanced data manipulation with pandas

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9 big data and distributed computing

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10 web scraping and api integration

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11 real world projects and case studies

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12 best practices and tips

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13 ethical considerations in data

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14 future trends in data analysis with

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Opening credits

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Introduction

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Chapter 1

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Chapter 2

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Chapter 3

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Chapter 4

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Chapter 5

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Chapter 6

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Chapter 7

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Chapter 8

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Chapter 9

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Chapter 10

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Chapter 11

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Chapter 12

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Chapter 13

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Conclusion

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Ending Credits

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