Overview What You Will Learn Curriculum Instructor

Course Overview

If you want to learn how to program with Python 3, Pandas, and Plotly 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, Pandas, and Plotly. 

We will begin with learning about Python 3 history, setup, and installation. We will also learn how to run Python scripts in terminal. We will then move ahead and get to know about Python 3 data structures. We will also talk about how Jupyter notebook, how it works and scientific python ecosystem. We will move ahead and get to know the basics of NumPy and Pandas, and also how they are used.  The we will move to the most awaited part of the course, Plotly. We will learn about Plotly visualization basics. We will also learn some charts like scientific, financial and, 3D charts. 

By the end of this course, you will have mastered the art of visualizing data with Plotly. Without further ado, let’s dive in!

What You Will Learn

  • Learn about Python 3 setup and installation.
  • Learn how to run Python scripts in terminal.
  • Learn about Python data structures.
  • Learn how Jupyter notebook works.
  • Learn about scientific Python ecosystem.
  • Learn about financial
  • scientific
  • 3D charts.

Program Curriculum

  • Section Introduction
  • Introduction to Python
  • Windows Setup
  • Python and Linux Setup
  • Installing Python 3 and Thonny Python Editor
  • Getting Started with Interpreter Mode in Python
  • Using Python in Script Mode
  • PyPi and Pip
  • Jupyter Notebook
  • Lists in Python
  • $7 Million Cybersecurity Scholarship by EC-Council
  • Chapter 1 Quiz

  • Section Introduction
  • Getting Started with NumPy
  • Array Creation and Visualization
  • Array Manipulation Routines
  • More Routines
  • Chapter 2 Quiz

  • Introduction to Pandas
  • Installation and Series
  • Dataframe
  • Read CSV
  • Reading JSON
  • Chapter 3 Quiz

  • Section Introduction
  • Introduction to Plotly
  • Rendering
  • Configuration
  • Chapter 4 Quiz

  • Section Introduction
  • Line Charts
  • Scatter Plot
  • Area Plot
  • Bar Graphs
  • Pie and Donuts

  • Section Introduction
  • Statistical Charts
  • Machine Learning
  • Chapter 6 Quiz

  • Section Introduction
  • Scientific Visualization - Part 1
  • Scientific Visualization - Part 2
  • Scientific Visualization - Part 3
  • Chapter 7 Quiz

  • Section Introduction
  • Financial Data Visualization
  • 3D Graphs
Load more modules

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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