k E I S O
g r a c e o u s l y b r i n g s u !
ADDISON_WESLEY_PROFESSIONAL
PANDAS_DATA_ANALYSIS_WITH_PYTHON_FUNDAMENTALS
[ E N G L i S H ]
RELEASED EXCLUSIVLY
FOR SCENE USAGE ON
2022.04.27
[#DISC]
48 X 50MiB
[PUBLISHER]: ADDISON WESLEY PROFESSIONAL
[RUNTIME ]: 03:19:00 hrs [LINK]: https://v.gd/CLObvM
[LEVEL ]: INTERMEDIATE [TYPE]: DATA SCIENCE
[ISO SIZE ]: 2.4GiB [ISBN]: 9780134692272
[PUB DATE ]: 2017-02 [$$$$]: $99,999,999.99
[DISKNAME ]: keiso-9780134692272
[AUTHOR ]: Daniel Chen
[ISO MD5 ]: 54a11499dedabef5b2e122d7428674de
Pandas Data Analysis with Python Fundamentals LiveLessons
provides analysts and aspiring data scientists with a practical
introduction to Python and pandas, the analytics stack that
enables you to move from spreadsheet programs such as excel
into automation of your data analysis workflows.
In this video training, Daniel starts by introducing Python &
pandas and why they are great tools for data analysis. He then
covers installing and starting Python. The video then moves
into the basics of working with data sets in Python and with
pandas, followed by plotting and visualization, data assembly
and manipulators, missing data and tidy data. After watching
this video, analysts and those new to data science will
understand why Python and pandas are so popular with data
scientists and should be able to create automated data work-
flows.
About the Instructor:
Daniel Chen, trainer and data scientist, is a graduate student
in the interdiscplinary Ph.D. program in genetics, bioinform-
atics & computational biology (GBCB) at Virginia Polytechnic
Institute and State University (Virginia Tech). He is involved
with Software Carpentry and Data Carpentry as an instructor &
lesson maintainer. He completed his master's degree in public
health at Columbia University Mailman School of Public Health
in epidemiology with a certificate in advanced epidemiology &
is currently extending his master's thesis work on attitude
diffusion in social networks in the Social and Decision
Analytics Labratory under the Biocomplexity Institute of VA-
Tech.
Skill Level - Beginner to Intermediate
What You Will Learn:
- Installing and running python.
- Loading data sets into pandas and beginning to assess &
analyze data.
- Using pandas data structures and importing/exporting data.
- Combining multiple data sets.
- Dealing with missing data.
- Tidying and reshaping data.
Who should take this course
Analysts and aspiring data scientists looking to move beyond
spreadsheets into automated data workflows.
Course Requirements:
- Basic understanding of programming and development.
- Some familiarity with basic data analysis.
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