Get to grips with data science and apply your skills to solve real-world data problems
About This Video
- Understand applied data science concepts with the help of engaging activities
- Get to grips with data visualization, plotting, and clustering techniques
- Discover how to make the best use of decision trees
There is an ever-increasing demand for storing different types of data in organizations. Be it a small or big organization, employers want to keep records of their employees, customers, accounts, feedback, and so on. However, maintaining such an enormous collection of data is not possible without the help of data science. This video course will help you to learn the important concepts and theories of applied data science that you need to know to store, manipulate, and visualize huge chunks of data.
The course starts with an introduction to applied data science and a tutorial on how to set up a Jupyter notebook. You’ll then go on to understand linear regression using Boston data. As you advance, you’ll discover data visualization techniques and explore time series and data evaluation. You'll also get to grips with extended data analysis with the help of a temperature analysis activity. Toward the end, you’ll be introduced to k-means clustering and gain a solid understanding of decision trees.
By the end of this course, you’ll be well-versed with applied data science concepts and be able to apply your skills in the real world.
Table of contents
- Title: Projects in Data Science
- Release date: September 2020
- Publisher(s): Packt Publishing
- ISBN: 9781800568235
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