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PYTHON

PYTHON Course Content

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Why Python? 

Python is a high-level, general-purpose programming language used for developing a variety of applications. It is known for its simplicity, readability, and ease of use, making it a popular choice among developers. Python supports multiple programming paradigms, including object-oriented, imperative, and functional programming. Its large standard library and vast ecosystem of third-party libraries make it ideal for tasks such as web development, data analysis, machine learning, and scientific computing. Python’s popularity and versatility make it a valuable skill for developers in various industries.

What you’ll learn in this course:

  • First interaction with python basics
  • Detail analysis of data types
  • Functions Files and Exceptions
  • Object Oriented programming in python
  • Advance side of python
  • Handling API in Python
  • Multiple use cases of Python

What are the prerequisites for learning Python?

  • Anybody can take up this online training course and get trained in Python.
  • Basics of any programming language would be the ideal.

About Techehost 

Techehost is designed to provide high-quality, flexible and accessible learning opportunities to help you develop the skills you need to advance your career or pursue your personal interests. We offer a range of courses, taught by industry experts, that cover a wide variety of topics and are designed to fit your schedule and learning style. Our online learning environment is user-friendly and allows you to interact with instructors and other learners in real-time, enabling you to get the support you need to succeed. Whether you’re looking to learn a new skill, enhance your knowledge or take your career to the next level, our online training website is the perfect place to start.

Introduction to Python Programming

1
Introduction to Programming
2
History of Python
3
Python Installation and Environment Setup
4
Python Basics – Syntax, Data Types, Variables, and Operators
5
Python Input and Output
6
Control Flow and Loops
7
Functions and Modules
8
Working with Files and Directories

Data Structures and Algorithms

1
Arrays and Lists
2
Dictionaries and Sets
3
Tuples and Sequences
4
Stack and Queues
5
Searching and Sorting Algorithms
6
Recursion
7
Big O Notation

Object-Oriented Programming

1
Introduction to Object-Oriented Programming
2
Classes and Objects
3
Inheritance and Polymorphism
4
Encapsulation and Abstraction
5
Exception Handling

Web Development with Python

1
Introduction to Web Development with Python
2
Web Frameworks – Flask and Django
3
HTML and CSS
4
Creating Dynamic Web Pages with Python
5
Database Connectivity
6
Deploying Web Applications

Data Analysis and Visualization

1
Introduction to Data Analysis and Visualization
2
Data Structures for Data Analysis – Pandas and Numpy
3
Data Cleaning and Preprocessing
4
Data Visualization with Matplotlib and Seaborn
5
Exploratory Data Analysis

Machine Learning

1
Introduction to Machine Learning
2
Linear Regression
3
Logistic Regression
4
Decision Trees
5
Random Forest
6
Support Vector Machines
7
Naive Bayes
8
K-Nearest Neighbors
9
Clustering Algorithms
10
Dimensionality Reduction

Advanced Topics

1
Regular Expressions
2
Networking and Sockets
3
Multithreading and Concurrency
4
GUI Programming with Tkinter
5
Working with APIs
6
Image and Video Processing with OpenCV
7
Natural Language Processing with NLTK

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PYTHON
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