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Courses>Other IT & Software>Python Programming - Multithreading, OOP, NumPy and Pandas
IT & SoftwarePython Programming - Multithreading, OOP, NumPy and Pandas
Price:Paid
Length:13.5 hours
Content type:video
level:all levels
Updated:22 February 2024
Published:21 August 2022
Similar courses
Opportunities
Courses>Other IT & Software>Python Programming - Multithreading, OOP, NumPy and Pandas
Python Programming - Multithreading, OOP, NumPy and Pandas
4.7 (11.6k)
13.5 hours
11609 students
What you will learn
1Get a fundamental understanding of the Python programming language.
2Acquire the background and skills of Python to apply for Python programming jobs
3Understand the memory management of Python
4Understand NumPy and Pandas
5Understand Matplotlib
6Get a good grasp on multithreading, concurrent programming and parallel programming
7Can move to more advanced topics such as algorithms or machine learning
8Understand databases and database management with Python
Target audiences
1Students or beginners with no previous programming experience looking to obtain the skills to get their first programming job
2If you are an expert Python programmer with decades of programming experience, then this course is not for you
Requirements
1Working computer and internet - setup and installation instructions are included for each platform (Mac and Windows)
FAQ
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
Description

Join us and become a Python Programmer, learn one of most requested skills of 2022!

This course is about the fundamental basics of Python programming language. Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you! You can learn about the hardest topics in programming: memory management, multithreading and object-oriented programming. So these are the topics you will learn about:

1.) Basics of Python

  • installing Python and the integrated development environment (IDE)

  • basic operations

  • conditional statements

  • loops

2.) Functions

  • what are functions in Python

  • positional and keyword arguments

  • return and yield

  • recursion

3.) Data Structures

  • how to measure the performance of data structures?

  • data structures introduction

  • lists

  • tuples

  • dictionaries and sets

4.) Object-Oriented Programing (OOP)

  • what is the advantages and disadvantages of OOP?

  • classes and objects

  • constructors

  • inheritance

  • polymorphism

5.) Memory Management

  • stack memory and heap memory

  • memory management in Python

6.) Handling Files (I/O)

  • read files and write files

7.) Exceptions

  • exceptions and errors

  • how to deal with exception

  • try-except-finally blocks

8.) Multithreading and Concurrent Programming

  • what are threads and processes?

  • synchronization

  • locks

  • deadlocks and livelocks

  • inter-thread communication

9.) Parallel Programming

  • multithreading and parallel programming

  • what is the Global Interpreter Lock (GIL)?

10.) Lambda Expressions

  • what is functional programming?

  • why to learn lambda expressions?

  • anonymous functions

  • filter

  • map

  • reduce

11.) NumPy

  • real array data structures in Python

  • lists and arrays comparison

  • NumPy fundamentals

12.) Matplotlib

  • how to create plots in Python

  • charts, line charts and scatter plots

13.) Pandas

  • why do we need Pandas in data sciences?

  • Series

  • DataFrames

  • apply function (in comparison with loops)

  • vectorization

14.) Database Management in Python

  • what are databases and why do we need them?

  • MySQL and SQL

  • SQL statements in Python

You will get lifetime access to 110+ lectures plus slides and source codes for the lectures!

This course comes with a 30 day money back guarantee! If you are not satisfied in any way, you'll get your money back.

So what are you waiting for? Learn Python in a way that will advance your career and increase your knowledge, all in a fun and practical way!

Similar courses
Opportunities
Make the most out of your online education
Careertail
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All rights reserved
Quick Links
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Careertail
Courses>Other IT & Software>Python Programming - Multithreading, OOP, NumPy and Pandas
IT & SoftwarePython Programming - Multithreading, OOP, NumPy and Pandas
Price:Paid
Length:13.5 hours
Content type:video
level:all levels
Updated:22 February 2024
Published:21 August 2022
Similar courses
Opportunities
Courses>Other IT & Software>Python Programming - Multithreading, OOP, NumPy and Pandas
Python Programming - Multithreading, OOP, NumPy and Pandas
4.7 (11.6k)
13.5 hours
11609 students
What you will learn
1Get a fundamental understanding of the Python programming language.
2Acquire the background and skills of Python to apply for Python programming jobs
3Understand the memory management of Python
4Understand NumPy and Pandas
5Understand Matplotlib
6Get a good grasp on multithreading, concurrent programming and parallel programming
7Can move to more advanced topics such as algorithms or machine learning
8Understand databases and database management with Python
Target audiences
1Students or beginners with no previous programming experience looking to obtain the skills to get their first programming job
2If you are an expert Python programmer with decades of programming experience, then this course is not for you
Requirements
1Working computer and internet - setup and installation instructions are included for each platform (Mac and Windows)
FAQ
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
Description

Join us and become a Python Programmer, learn one of most requested skills of 2022!

This course is about the fundamental basics of Python programming language. Whether you have never programmed before, already know basic syntax, or want to learn about the advanced features of Python, this course is for you! You can learn about the hardest topics in programming: memory management, multithreading and object-oriented programming. So these are the topics you will learn about:

1.) Basics of Python

  • installing Python and the integrated development environment (IDE)

  • basic operations

  • conditional statements

  • loops

2.) Functions

  • what are functions in Python

  • positional and keyword arguments

  • return and yield

  • recursion

3.) Data Structures

  • how to measure the performance of data structures?

  • data structures introduction

  • lists

  • tuples

  • dictionaries and sets

4.) Object-Oriented Programing (OOP)

  • what is the advantages and disadvantages of OOP?

  • classes and objects

  • constructors

  • inheritance

  • polymorphism

5.) Memory Management

  • stack memory and heap memory

  • memory management in Python

6.) Handling Files (I/O)

  • read files and write files

7.) Exceptions

  • exceptions and errors

  • how to deal with exception

  • try-except-finally blocks

8.) Multithreading and Concurrent Programming

  • what are threads and processes?

  • synchronization

  • locks

  • deadlocks and livelocks

  • inter-thread communication

9.) Parallel Programming

  • multithreading and parallel programming

  • what is the Global Interpreter Lock (GIL)?

10.) Lambda Expressions

  • what is functional programming?

  • why to learn lambda expressions?

  • anonymous functions

  • filter

  • map

  • reduce

11.) NumPy

  • real array data structures in Python

  • lists and arrays comparison

  • NumPy fundamentals

12.) Matplotlib

  • how to create plots in Python

  • charts, line charts and scatter plots

13.) Pandas

  • why do we need Pandas in data sciences?

  • Series

  • DataFrames

  • apply function (in comparison with loops)

  • vectorization

14.) Database Management in Python

  • what are databases and why do we need them?

  • MySQL and SQL

  • SQL statements in Python

You will get lifetime access to 110+ lectures plus slides and source codes for the lectures!

This course comes with a 30 day money back guarantee! If you are not satisfied in any way, you'll get your money back.

So what are you waiting for? Learn Python in a way that will advance your career and increase your knowledge, all in a fun and practical way!

Similar courses
Opportunities
Make the most out of your online education
Careertail
Copyright © 2021 Careertail.
All rights reserved
Quick Links
Get StartedLog InAbout UsCourses
Company
BlogContactsPrivacy PolicyCookie PolicyTerms and Conditions
Stay up to date
Trustpilot