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

1/8/2024

1 introduction

1/8/2024

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

1/8/2024

Ending Credits

1/8/2024