Software Design for Data Science

Software Design for Data Science

What is the course about:

This online course teaches you how to actually write code for developing Data Science Software.

The principles of software design depend on the program we have in mind. If we aim for Data Science applications then the Software Design must apply a different set of principles than if we aim for developing software for web applications.

Software Design for Data Science needs to be able to handle the data structures encountered in Data Science.

This course goes through the most important and fundamental practices of Software Design used in practice and explains them using intuitive examples, to ensure you truly comprehend the material.

 Who:

I am a research fellow at Imperial College London, and I have been part of high-tech projects at the intersection of Academia & Industry for over 10 years, prior to, during & after my Ph.D. I am also the founder of the giannelos dot com program in data science.

• Doctor of Philosophy (Ph.D.) in Analytics & Mathematical Optimization applied to Energy Investments, from Imperial College London, and Masters of Engineering (M. Eng.) in Power Systems and Economics.

  
  

  
  

Important:

• Prerequisites: The course Data Science Code that appears all the time at Workplace.

• Every detail is explained, so that you won't have to search online, or guess. In the end, you will feel confident in your knowledge and skills.

• We start from scratch so that you do not need to have done any preparatory work in advance at all.  Just follow what is shown on screen, because we go slowly and explain everything in detail.
  

Fundamental Programming principles for Developing Data Analysis applications

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What you will learn

• Learn how to structure the code for writing Data Science applications
• Gain confidence in writing efficient code
• Learn the fundamental software design principles for Data Science

Rating: 4.97222

Level: All Levels

Duration: 4 hours

Instructor: Dr. Giannelos