Python Programming – Multithreading, OOP, NumPy and Pandas

About this course

Requirements

  • Working computer and internet – setup and installation instructions are included for each platform (Mac and Windows)

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!

Who this course is for:

  • Students or beginners with no previous programming experience looking to obtain the skills to get their first programming job
  • If you are an expert Python programmer with decades of programming experience, then this course is not for you

What NomadPro Courses Offer

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Monitor your daily progress and achievements.

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User-friendly design that makes learning easy.

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Tools that adapt to your workflow or brand needs.

Support

Guidance and help from experts whenever you need it.

FAQ

How do I access the courses?

All courses are available 100% online. Once enrolled, you can log in anytime from your computer, tablet, or smartphone.

Yes! Every course includes an internationally recognized certificate you can add to your CV or LinkedIn profile.

Absolutely. NomadPro provides built-in tools to monitor your daily progress and keep you motivated.

Our AI-powered recommendations suggest the courses that best fit your career goals and learning style.

Yes, once you enroll, you keep lifetime access to your course and receive free updates whenever new materials are added.

You’ll have access to expert instructors and our learning community, where you can ask questions and share experiences.

Of course! All courses are self-paced, so you can study whenever it suits your schedule.

70,00 €

Learn Python Programming Language – Basics, Multithreading, Parallel Programming, OOP and NumPy, Matplotlib and Pandas

Categories , , ,

70,00 €

Learn Python Programming Language – Basics, Multithreading, Parallel Programming, OOP and NumPy, Matplotlib and Pandas

Categories , , ,

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