Data visualization

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Shourya Simha

how to use data

Data & Analytics

Together we get the term Data Visualization

It's a way of squeezing
an enormous amount of
information and
understanding into a
small space.

Statistics help
you to
understand
the unknown
better

When you ask an retail manager
who doesn’t understand statistics
about the summary of his sales

Need for managers to understand
Statistics
• Focusing on Big Picture
• can provide a reasonably accurate
snapshot
• Cost Effective Snapshot Considering each
and every customer

Who has the biggest military
budget? It's got to be America,
right? Massive. 609 billion in 2008
-- 607, rather. So massive, in fact,
that it can contain all the other
military budgets in the world
inside itself.

• it's so massively rich that it can
contain the four other top
industrialized nations'
economies inside itself, it's so
vastly rich. So its military budget is
bound to be enormous.

Credits
• http://smallbusiness.chron.com/importance-
statistics-management-decision-making-
4589.html
• Compfight.com
• google

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This project demonstrates a machine learning approach to detecting credit card fraud using advanced algorithms and techniques. The project utilizes a dataset containing various features such as transaction amount, merchant location, time of transaction, and others to build a predictive model. The presentation covers data preprocessing steps, feature engineering techniques, and the selection of machine learning algorithms such as logistic regression or random forest. It also discusses model evaluation metrics and the importance of fraud detection in financial institutions for safeguarding against fraudulent activities. Visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/

Detecting Credit Card Fraud: A Machine Learning Approach

Boston Institute of Analytics

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