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Python Online Training & Certification Course

19998.00 INR 19998.00 INR (Excl. GST)

Python Online Training & Certification Course

Beginners and professionals get ready to gain practical knowledge on Python installation, Python program execution, Python class, and objects and how Python works with Machine Learning & Data Analytics. Learn foundational to advanced level skills that let you qualify for the industry’s competent Python Certifications and prepare you for a prolific Python programmer/coder career.

Course Information

  • Instructor Led Live Classes
  • Resume and Interview Guidance
  • 100% Job Placement Assistance
  • Industry-recognized Certification
  • Comprehensive Curriculum
  • Real Life Case Studies & Assignments

      • Course Content

    • Python Install & Setup,Variables, Data Types, Functions

      • What is Python
      • A Brief History of Python
      • How python is differ from other languages
      • Python-2 and Python-3 differences
      • Python Versions
      • Installing Python and Environment Setup
      • What is SciPy
      • Interpreter and compilers: CPython, PyPy, Cython
      • Python Data Structures & Data Types
      • Variables & Data types
      • Data types, Numbers & Strings
      • Lists, tuples & Dictionary
      • String Operations in Python
      • Operators in python
      • If-else,If-elif-else
      • Defining and calling Function
      • The anonymous Functions
      • Loops and statement in Python
      • Passing Functions to a Function
      • Generators, Comprehensions and Lambda Expressions

    • OOPS, Class, Objects, SQL Database

      • Object Oriented Programming System
      • OOP like polymorphism, inheritance, encapsulation
      • Define Classes & Creating Objects
      • Class variables and Instance Variables Constructors
      • Concept of Object and Classes
      • Access Modifiers
      • How to define Python classes
      • Built-In Class Attributes
      • What is Inheritance, Python Multiple Inheritance
      • What is a regular expression?
      • Forming regular expressions
      • Quantifiers, Greedy matches, Grouping
      • Match, Search functions
      • Matching vs searching
      • Splitting a string, Replacing text
      • Installation of SQL MYSQL/POSTGRESQL
      • DB Connection, Creating DB Table
      • INSERT, READ, UPDATE, DELETE operations
      • COMMIT & ROLLBACK operation
      • DML and DDL Operation with Database.

    • Numpy & Pandas In Python

      • Concepts of Numpy
      • Basic & Matrix Operations
      • Increment and Decrement Operations
      • Indexing, Slicing, Iterating Array
      • Conditions and Boolean Arrays
      • Conditional Operations
      • Shape & Array Manipulation
      • General Concepts and Broadcasting
      • Loading and saving files
      • Reading and Writing Array Data on Files
      • What is Pandas, Pandas Series
      • Pandas DataFrame
      • DataFrame Indexing and Loading
      • Querying a DataFrame
      • Indexing Dataframes
      • Missing Values
      • Merging Dataframes(Joins & Filtering)
      • Group by
      • Pivot Tables
      • Plots using Pandas

    • SciPy, Packages, Exception Handling, Multi Threading & Multiprocessing

      • What is SciPy
      • Importing module, Standard Module
      • The dir Function, Packages
      • What is a data, Information File?
      • File Different Modes and Object Attributes
      • How to create a Text file and Append Data to a File and Read a File
      • Renaming and Deleting Files
      • Directories in Python
      • Working with CSV files and CSV Module
      • Defining & Starting a thread
      • Threading module
      • Threads synchronization
      • Multithreaded priority queue
      • The Global Interpreter Lock
      • The Multiprocessing Module
      • Common RunTime Errors in PYTHON
      • Errors & Run Time Errors
      • Handling IO Exceptions

    • Web Services,Web scraping, Django, Matplotlib, Unit Testing with PyTest

      • Understanding Integration
      • Calling SOAP Web Services
      • A Restful Web Service Primer
      • Consuming RESTful Web Services
      • Python Web Frameworks
      • What is FLASK?
      • Django Web Framework, Django Installation
      • MVC and MVT architecture on web development.
      • Django folder structure flow of control.
      • Web scraping in python
      • Various web scraping libraries
      • Beautifulsoup, Scrapy Python packages
      • Why Data Visualization, Matplotlib Library
      • Customizing Visualizations
      • Graph,Plots,Histogram and chart with Python
      • Overview to Unit Testing
      • The unittest Module
      • Creating test cases, Writing and running tests
      • Test harnesses
      • Assertions, Test Suites

    • Python for Data Science

      • What is Machine learning?
      • Machine Learning Methods
      • Predictive & Descriptive Models
      • What are the steps used in Machine Learning?
      • What are Classification and its use cases?
      • What is a Decision Tree?
      • Algorithm for Decision Tree Induction
      • Creating a Perfect Decision Tree
      • What is Naïve Bayes?
      • How Naïve Bayes works?
      • Implementing Naïve Bayes Classifier
      • What is a Support Vector Machine?
      • NumPY and SciPY
      • Pandas and MatPlotLi
      • Why Data Visualization?
      • Matplotlib Library
      • Plot graph and chart with Python

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