CMPE301 [Data Science]

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About Course

In this course, students will learn about many engineering tasks related to data. Students will specialize in many topics such as data visualization, data analysis, linear regression, and modeling. These topics will be reinforced with both theoretical and practical examples. Especially, the open-source software libraries developed and supported Python community will be used intensively.
 

What Will You Learn?

  • Understand the basic concepts of data sicence,
  • Understand the design and usage of common data science and big data systems.
  • Be able to understand data analysis and how to apply it
  • Apply data science techniques to variety of data such social media context or stock market
  • Understand the implications of creating and maintaining real-world data science systems

Course Content

1-Introduction to Data Science

  • Introduction to Data Science
    50:00

2-Getting starting with Data Science

3-NumPy Basics

4-NumPy

5-NumPy part2

6-week5 np

7- Week 6 part1

7- Week 6 part2

midTerm 2024

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