Overview What You Will Learn Curriculum Instructor

Course Overview

If you want to learn how to program with Python 3 and Pandas you will LOVE this course! This course was designed for complete beginners with little to no understanding of programming and will give you the knowledge to get started coding using Python 3 and Pandas.

We will start with learning in detail about data processing with Pandas, how to handle the missing data, various operations on data joins and so much more! We will get to know how to perform data visualization with Matplotlib. We will then go ahead and discover some exciting real-life data scenarios. Further,  we will understand how to perform data visualization with Seaborn.

By the end of this course, you will have a good command of Pandas, visualizing data with it, and various operations like join, group by, and merge on the index. You will also have gathered a good knowledge of data visualization with Matplotlib and Seaborn.

What You Will Learn

  • How to process data with Pandas with some basic operations?
  • How to work with Matplotlib?
  • What is Seaborn and how to work with it?

Program Curriculum

  • How to Handle Missing Data?
  • Hierarchical Indexing
  • More Data Science with Pandas
  • Database Style Joins with Pandas
  • Merge on Index
  • Group By
  • $7 Million Cybersecurity Scholarship by EC-Council
  • Chapter 1 Quiz

  • Visualization Basics
  • Getting Started with the Visualization of Pandas Data
  • More on Visualization
  • Chapter 2 Quiz

  • Accessing Covid-19 and Other Pandemics’ Data
  • Visualizing the Accessed Data
  • Chapter 3 Quiz

  • Introduction to Seaborn
  • Data Visualization with Seaborn
  • Visualizing Linear Regression with Seaborn
  • Time Series Analysis
  • Chapter 4 Quiz

Instructor

Ashwin Pajankar

Ashwin Pajankar is a Science Popularizer, a Programmer, a Maker, and an Author. He holds a Master of Technology in Computer Science and Engineering from International Institute of Information Technology Hyderabad (IIIT-H). Ashwin has published more than a dozen of books on Python Programming, Test Automation, Raspberry Pi, Computer Vision, Arduino, and Supercomputing with reputed global publishers like Packt, Apress, Leanpub, and BPB. He has earned many professional certifications in the areas of development, administration, and testing from Oracle, IBM, Informatica, Teradata, and ISTQB. He has over a decade of work experience in a few big brands like Cisco Systems and Cognizant in technical roles. He also has worked in a couple of startups in technical leadership roles.

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