The Data Analysis Workshop: Solve business problems with state-of-the-art data analysis models, developing expert data analysis skills along the way

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Key benefits

Get to grips with data analysis by studying use cases from different fields

Develop your critical thinking skills by following tried-and-true data analysis

Learn how to use conclusions from data analyses to make better business decisions

Description

Businesses today operate online and generate data almost continuously. While not all data in its raw form may seem useful, if processed and analyzed correctly, it can provide you with valuable hidden insights. The Data Analysis Workshop will help you learn how to discover these hidden patterns in your data, to analyze them, and leverage the results to help transform your business. The book begins by taking you through the use case of a bike rental shop. You'll be shown how to correlate data, plot histograms, and analyze temporal features. As you progress, you’ll learn how to plot data for a hydraulic system using the Seaborn and Matplotlib libraries, and explore a variety of use cases that show you how to join and merge databases, prepare data for analysis, and handle imbalanced data. By the end of the book, you'll have learned different data analysis techniques, including hypothesis testing, correlation, and null-value imputation, and will have become a confident data analyst.

What you will learn

Get to grips with the fundamental concepts and conventions of data analysis

Understand how different algorithms help you to analyze the data effectively

Determine the variation between groups of data using hypothesis testing

Visualize your data correctly using appropriate plotting points

Use correlation techniques to uncover the relationship between variables

Find hidden patterns in data using advanced techniques and strategies

What do you get with Print?

Instant access to your digital copy whilst your Print order is Shipped

Paperback book shipped to your preferred address

Redeem a companion digital copy on all Print orders

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Frequently bought together

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Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

Afghanistan
American Samoa
Belarus
Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
Lebanon
Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
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Amazon verified reviews

Alan Dec 09, 2020

This book is a good learning tool for beginners as well as a great reference book for the more experienced. You do need to be versed in Python before reading, although being a programmer in VBA, I was able to get the gist of what the programs were doing (programming fundamentals). It covers many different and increasingly complex datasets and shows how to turn them into meaningful data insights. I would recommend it to anyone that wants to gain serious knowledge about data analysis.

Amazon Verified review

Casie McNeil Apr 08, 2021

This book did a wonderful job stepping through the process of evaluating data. It used real world data sets and provided the code to perform exploratory data analysis (EDA) and simple modeling. The exercises provided great explanations for what plots help identify interesting features in a data set, and how to determine the impact those features have on a target. It is a very well thought out introduction to data analysis and data science.

Artgor Oct 18, 2020

This is quite a good book on data analytics and data science.It starts with exploratory data analysis and getting insights from the data.Next are statistical tests for hypothesis testing with a lot of examples. The book covers a lot of other topics including but not limited to time-series, classification, clustering, analysis of feature interactions. Every step has well commented code and illustrations or informative visualizations with detailed explanations.I liked that the book worked with datasets from different domains, thus showing readers that real world datasets have a great variety and require different approaches.I have learnt some new ideas and practical things, so I'm glad I have read this book. I recommend it to those who started studying data analytics and data science recently and want to improve their theoretical knowledge and practical skills.

Alexandre Santos Guedes Oct 21, 2020

First of all, I am a tech outsider trying to get into the data analysis field. I'm starting to learn the R Language, and this information is essential because the book is all based on Python.However, as the book is titled, The Data Analysis Workshop, the authors made it accessible, guiding the reader from setting up the environment with Anaconda and Jupyter to installing the libraries, bringing the book with many examples and practical exercises.Another score is that all graphs are in colors and well-formatted, which brings a good visualization of the analysis.I recommend this book to whoever wants to start using Python and for those that already have some knowledge and want to improve the data analysis skills.

Nhikki v May 04, 2021

Great data analysis with python book with 10 different scenarios. Datasets provided too so you can do your own analysis and the exercises. Perfect to practice and gain experience.

The Data Analysis Workshop: Solve business problems with state-of-the-art data analysis models, developing expert data analysis skills along the way

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The Data Analysis Workshop: Solve business problems with state-of-the-art data analysis models, developing expert data analysis skills along the way

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Description

Who is this book for?

What you will learn

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