Introduction to Pandas Data Structures in Python - A tutorial смотреть онлайн

This is part of the Exploratory Data Analysis unit in Digita Schools post graduate diploma in data Science https://www.digitaschools.com/course/data-science-online-masters/, carrying 120 UK credits and 60 European credits giving you fast track access to final module of a Masters degree programme at UK and European universities either online or on campus.

In this In this video tutorial, we will look at panda data structures are and how to use them.
We ‘ll start with an introduction to the package pandas and look at why pandas are important. We’ll explain what data structures pandas provides and illustrate how to perform basic tasks on these data structures.


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https://learners.digitaschools.com/


Links to other our youtube videos
Importing and Exporting Data in R - A tutorial
https://www.youtube.com/watch?v=XlNHti65KiM&ab_channel=DigitaSchools

Introduction to Descriptive Statistics - A tutorial
https://www.youtube.com/watch?v=zcUk-G6ZR84&ab_channel=DigitaSchools

Introduction to Pandas Data Structures in Python - A tutorial
https://www.youtube.com/watch?v=RHUuP3Y2hgM&ab_channel=DigitaSchools

Introduction to Predictive Modeling - A Tutorial
https://www.youtube.com/watch?v=3xcDqyNdkTo&ab_channel=DigitaSchools

Visualisations using ggplot2 - A Tutorial
https://www.youtube.com/watch?v=XSgv_b-cqa0&ab_channel=DigitaSchools

if Else Statements in R - A Tutorial
https://www.youtube.com/watch?v=PnO8lvfmvkI&ab_channel=DigitaSchools

Basics of Visualisation in Python - A Tutorial
https://www.youtube.com/watch?v=y-Q872bA9iI&ab_channel=DigitaSchools


Data Types in R - A Tutorial
https://www.youtube.com/watch?v=Sk2fihoO-6Q&ab_channel=DigitaSchools

This diploma covers all the skill and knowledge areas needed to be a data scientist including some of the following modules.

Exploratory data analysis
https://digitaschools.com/install-packages-in-r-a-tutorial/
https://digitaschools.com/loops-in-r-a-tutorial/
https://digitaschools.com/data-types-in-r-tutorial/
https://digitaschools.com/descriptive-statistics-in-r-introduction/
https://digitaschools.com/ggplot2/
https://digitaschools.com/read-csv-in-r-importing-data/
https://digitaschools.com/pandas-series-pandas-dataframe/
https://digitaschools.com/joins-in-python/
https://digitaschools.com/data-visualization-in-python/
https://digitaschools.com/box-plots-in-python-advanced-charts/
https://digitaschools.com/scatter-plot-python/


Statistical Inference
https://digitaschools.com/what-is-statistical-inference/
https://digitaschools.com/t-distribution-kolmogrov-smirnov-shapiro-wilk-parametric-tests

Predictive Modelling
https://digitaschools.com/binary-logistic-regression-in-python/
https://digitaschools.com/binary-logistic-regression-in-r/
https://digitaschools.com/binary-logistic-regression-in-python/
https://digitaschools.com/predictive-analytics-introduction/
https://digitaschools.com/multiple-linear-regression-in-r-tutorial/



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