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Complete Data Wrangling & Data Visualisation With Python

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Complete Data Wrangling & Data Visualisation With Python
English | Size: 3.04 GB
Category: Tutorial


I have several years of experience in analyzing real life data from different sources using statistical modeling and producing publications for international peer reviewed journals. If you find statistics books & manuals too vague, expensive & not practical, then you’re going to love this course!

I created this course to take you by hand and teach you all the concepts, and tackle the most fundamental building block on practical data science- data wrangling and visualisation.
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Data Wrangling and Analysis with Python, OReilly

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Data Wrangling and Analysis with Python, OReilly

English | Size: 1.41 GB (1,508,736,759 Bytes)
Category: CBTs


Discover the data analysis capabilities of the Python Pandas software library in this introduction to data wrangling and data analytics. Designed for learners with some core knowledge of Python, you’ll explore the basics of importing, exporting, parsing, cleaning, analyzing, and visualizing data.The course focuses on Pandas, where you’ll learn to filter, group, match, and join data and then move on to advanced functions like analyzing trends and normalizing your data. There is also an introduction to some nifty skills like web scraping, working with API data, fuzzy matching, multiprocessing, and analyzing code performance. [Read more…]

O’Reilly – Expert Data Wrangling With R

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O’Reilly – Expert Data Wrangling With R

English | Size: 2.94 GB (3,155,601,232 Bytes)
Category: Tutorial


Analysts often spend 50-80% of their time preparing and transforming data sets before they begin more formal analysis work. This video tutorial shows you how to streamline your code-and your thinking-by introducing a set of principles and R packages that make this work much faster and easier.

Garrett Grolemund, Data Scientist and Master Instructor at RStudio, demonstrates how R and its packages help you tackle three main issues:
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Udacity – Data Wrangling with MongoDB – Data Manipulation and Retrieval

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Udacity – Data Wrangling with MongoDB – Data Manipulation and Retrieval
English | Size: 1.76 GB
Category: CBTs


In this course, we will explore how to wrangle data from diverse sources and shape it to enable data-driven applications. Some data scientists spend the bulk of their time doing this!

Students will learn how to gather and extract data from widely used data formats. They will learn how to assess the quality of data and explore best practices for data cleaning. We will also introduce students to MongoDB, covering the essentials of storing data and the MongoDB query language together with exploratory analysis using the MongoDB aggregation framework. [Read more…]