PYTHON TRAINING Course for Testing & DaTA SCIENCE

PART- 1 : BASIC PYTHON for Software Testing 

 COURSE INTRODUCTION.

  1.  Installing and configuring the python (3.x.x).
  2.  First program in python.
  3.  Memory management in Python.

VARIABLES, DATA TYPES AND FUNCTIONS.

  1. Variables in python 
  2. Lists, Tuples and Dictionaries.
  3. Type conversion.
  4. Introduction to Function

Loops and File handling.

  1. Introduction to loops.
  2. For loop in python.
  3. While loop in python.
  4. Introduction to File handling.
  5. Opening and reading a file contents.
  6. Writing text into a file.
  7. Appending text into existing file.
  8. Different modes in file handling.
  9. Time and Date in Python.
  10. Introduction to modules and libraries..

Application Design 1: Building an Interactive Dictionary

PART- 2 : ADVANCED PYTHON for DATA SCIENCE 

Data Analysis with Pandas.

  1. Installing Pandas package using PIP.
  2. Introduction to Jupyter notebook.
  3. Loading Data in Python from CSV Excel TXT and JSON Files.
  4. Indexing and Slicing Data frames.
  5. Dropping Data frame Columns and Rows.
  6. Updating and Adding new Columns and Rows.

Numpy -Numerical python.

  1. Installing Numpy using pip.
  2. Creating two and multidimensional data.
  3. Images to Numpy and Vice-versa.
  4. Stacking and Splitting.

Application Design 2: Creating Webmaps with Folium

Building Graphical User Interface with Tkinter.

  1. Introduction to Tkinter.
  2. Setting up a GUI with Widgets.
  3. Connecting GUI Widgets with Callback Functions

Python for Interacting with SQL Lite and PostgreSQL Databases

  1. Introduction to Working with Databases.
  2. Connecting and Inserting Data to SQL Lite via Python.
  3. Selecting Inserting Deleting and Updating SQL Lite Records.
  4. Introduction to PostgreSQL Psycopg2.
  5. Selecting Inserting Deleting and Updating PostgreSQL Records

Application Design 3: Building a Desktop Database Application

Object Oriented Programming

  1. Object Oriented Programming Explained.
  2. Creating a Bank Account Object.
  3. Inheritance.

Image and Video Processing with OpenCV

  1. Introduction to openCV.
  2. Loading Displaying Resizing and Writing Images with Python.

Python for Interactive Data Visualization on the Browser.

  1. Introduction to Bokeh.
  2. The Bokeh Charts Interface.
  3. The Bokeh Plotting Interface.
  4. Customizing Plot Styles.
  5. Understanding the Structure behind the
  6. Time-series Plots.
  7. More Visualization Examples with

Web scraping

  1. Section Introduction.
  2. The Concept behind Web scraping.
  3. Scraping a webpage with Requests and Beautiful Soup.

Application Design 4: Scraping Real Estate Property Data from the Web

Application design 5: Building a Web-based Graph.

 Application Design 6: Building a Website with Flask.

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Project Training :

Live Project Training Assistance & Support.

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