Data Analysis Crash Course for Beginners (Pandas + Python)

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Shubham Sarda

59:58

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01.01-course introduction.mp4

01:45

02.01-introduction to pandas.mp4

05:52

02.02-starting with pandas and ipython.mp4

10:41

03.01-working with jupyter notebooks.mp4

03:37

03.02-important jupyter notebook commands.mp4

06:53

04.01-working with csv excel txt and json files.mp4

08:28

04.02-working with api response.mp4

03:00

04.03-indexing and slicing dataframe tables part 1.mp4

05:12

04.04-indexing and slicing dataframe tables part 2.mp4

03:26

04.05-deleting columns and rows.mp4

03:41

04.06-adding and updating new columns and rows.mp4

06:34

05.01-conclusion.mp4

00:49

9781803242354 Code.zip

Description

Pandas is an open-source library providing you with high-performance, easy-to-use data structures and data analysis tools for Python. Pandas provide a powerful and comprehensive toolset for working with data, including tools for reading and writing diverse files, data cleaning and wrangling, analysis and modeling, and visualization. Fields with the widespread use of Pandas include data science, finance, neuroscience, economics, advertising, web analytics, statistics, social science, and many areas of engineering.

This course covers fundamentals of data analysis with Python, predominantly using Pandas library. This course starts with covering the fundamentals of data analysis. You will be then working with Pandas, iPython, Jupyter Notebook. After that, you will explore important Jupyter Notebook commands. Post that, you will be working with CSV, Excel, TXT, JSON files, and API responses.

Finally, you will be working with DataFrames (indexing, slicing, adding, and deleting).

By the end of this course, you will have a good understanding of Pandas and will be ready to explore data analysis in-depth in the future.

All the resource files are uploaded on the GitHub repository at https://github.com/PacktPublishing/pandas-resources

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Python

Data Analysis

Pandas

Shubham Sarda

Instructor's Courses

Shubham Sarda is a software developer and digital marketer with a passion for teaching. He has worked with many funded start-ups, self-projects, and as a top-rated freelancer on multiple marketplaces. Currently, he stands among the top 700 freelancers with over 2,500+ projects on Fiverr, PeoplePerHour, Freelancer, and more. As an instructor, he has taught programming and digital marketing to over 20,000 students, both with online courses and offline bootcamps. He has mastered explaining complex topics in the simplest form that is easy to understand and follow. His video courses are also used by companies to train their employees and by colleges to prepare and upgrade their students according to the latest industry requirements.

PacktPub

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Packt is a publishing company founded in 2003 headquartered in Birmingham, UK, with offices in Mumbai, India. Packt primarily publishes print and electronic books and videos relating to information technology, including programming, web design, data analysis and hardware.