Overview What You Will Learn Curriculum Instructor

Course Overview

Beginners in Python programming need a step-by-step guide and a bit of handholding for learning the basics of programming with Python 3. If you want to learn how to program with Python 3 you will LOVE this course!

We will cover the start with Python Programming Language and its history. We will also learn the necessary setup steps for the Python coding environment. We will then move to Data Structures and also get to know about Turtle and Turtle Basics. We will then proceed to NumPy and also learn about Visualization basics. Followed by that, we will get introduced to Scipy. We will then learn about interesting topics like audio processing, image processing, and graphical user interface. We will also get to know about Computer Vision with OpenCV. Finally, we will proceed to the world of 3D Visualization.

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. The course has video lectures that will take you through the programming tutorials. Also, the course has section programming exercise PDFs that come with the solutions.

The necessary resources for this course are in the "Resources" section of Video 1.1. You can also access them through this direct link - https://github.com/ec-council-learning/Applied-Python-for-Professionals

What You Will Learn

  • Learn Python 3 Programming History and Setup
  • Deep dive into the world of Jupyter Notebook and how to code with it!
  • Get to know about NumPy and Visualization
  • Understand what is SciPy
  • a free
  • open source Python library
  • Explore 3D Visualization in detail

Program Curriculum

  • Python History and Usage
  • Windows Setup
  • Python 3 on Linux
  • Python 3 Interpreter Mode
  • Creating and Running Our First Python Script
  • PyPi and Pip
  • Introduction to Jupyter Notebook
  • $7 Million Cybersecurity Scholarship by EC-Council
  • Chapter 1 Quiz

  • Lists
  • Linked Lists
  • Stack
  • Queue
  • Trees
  • Binary Search Trees
  • Turtle
  • Chapter 2 Quiz

  • Introduction to NumPy
  • Array Creation and Visualization
  • Array Manipulation Routines
  • More Routines
  • Chapter 3 Quiz

  • Getting Started with SciPy
  • Linear Algebra
  • FFT
  • Signal Generation
  • K-Means
  • Useful Routines
  • Chapter 4 Quiz

  • Image Processing with NumPy
  • Misc and Measurements
  • Kernel Convolution Filters
  • Morphology
  • Chapter 5 Quiz

  • Audio Processing
  • Introduction to OpenCV
  • GUI Matplotlib
  • NumPy OpenCV Processing
  • Chapter 6 Quiz

  • Parametric Curve
  • Wireframe and Test Data
  • Surface Plot
  • Contours
  • Bar and Streamplots
  • Chapter 7 Quiz
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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