About
Python is an interpreted high-level programming language for anyone want to use only Python in designing any Machine Learning (IoT) project. Machine learning, in layman terms, is to use the data to make a machine make intelligent decision. The Python Programming – course teaches Python programming, which is a powerful open-source language that is very popular in the fields of data analysis, finance and web development. Python, The best programming language is the one you know. Python is a simple, easy to read and high level programming language. … Python is also an Object Oriented Language and also open source language but it has an added advantage that is it is also a scripting language and it is easy to write.
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Python Programming Fundamentals (Basic) Course
This Python fundamentals course helps you to learn how to write Python code, course carefully designed where students will learn how to build real life applications in Python. The course is designed for all student levels (step-by-step learning basic to mastering level course).
Course Key Learning
Python Fundamentals
- Use of Python in Machine Learning (IoT, Big Data)
- Installing Python, Environment Variables
- Executing Python from the Command Line
- IDLE, Editing Python Files
- Python Documentation, Getting Help
- Dynamic Types, Python Reserved Words, Naming Conventions
Basic Python Syntax
- Basic Syntax Comments
- String Values, String Methods
- The format Method, String Operators
- Numeric Data Types, Conversion Functions
- Simple Input and Output The % Method
- The print Function
Language Components
- Indenting Requirements, The if Statement
- Operators: Relational Operators, Logical Operators, Bit Wise Operators
- The while Loop, break and continue, The for Loop
Understanding Collections
- Lists, Tuples Sets Dictionaries
- Sorting Dictionaries, Copying Collections
Python Functions
- Defining Your Own Functions, Parameters
- Function Documentation, Keyword and Optional
- Parameters, Passing Collections to a Function
- Variable Number of Arguments Scope
- Functions – “First Class Citizens”
- Passing Functions to a Function
- Mapping Functions in a Dictionary
- Lambda, Inner Functions, Closures
Working with Modules
- Standard Modules – sys
- Standard Modules – math
- Standard Modules – time
- The dir Function
Exceptions Handling
- Errors, Run Time Errors
- The Exception Model
- Exception Hierarchy
- Handling Multiple Exceptions raise
- assert, Writing Your Own Exception Classes
- Metadata, The pickle Module
- Working with Classes in Python
Working with Graphical User Interface and Databases
- Tk GUI toolkit
- Creating Components Button, Canvas, Checkbutton, Label, Listbox, Message ,Text etc
- Creating Container Frame
- Creating databases with SQLite
- Creating, retrieving, updating and deleting records
- Creating a database object
Final Project
- Python Application for Machine Learning
- Mastering Python – Machine Learning
Who Should Attend the Python Training
- IT Students interested to build career in Python programming
- Computer Programmers / Software Engineers to acquire Python scripting skill
- System / Network Administrators who want to automate their day to day tasks using Python
- Database Admin/ Data Scientist/ database programmers / Web Developers
- Automation Engineers willing to make career in Machine Learning / IoT
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