Python Programming - Multithreading, OOP, NumPy and Pandas

via Udemy

Go to Course: https://www.udemy.com/course/python-programming-basics-multithreading-oop/

Introduction

Certainly! Here's a comprehensive review and recommendation for the Python Programming course on Coursera: --- **Python Programming Course on Coursera: A Complete Guide** Are you looking to master one of the most sought-after programming languages in 2022? Look no further! This Coursera course offers a comprehensive introduction to Python, suitable for beginners and experienced programmers alike. Whether you're just starting out or aiming to deepen your understanding of advanced topics, this course provides valuable insights and practical skills to elevate your coding abilities. **Course Content and Highlights:** This course covers everything from the basics to advanced concepts: - **Python Fundamentals:** Installation, IDE setup, basic syntax, conditional statements, and loops. - **Functions:** Defining functions, arguments, recursion, and yield. - **Data Structures:** Lists, tuples, dictionaries, sets, and performance measurement. - **Object-Oriented Programming (OOP):** Classes, objects, inheritance, polymorphism, and advantages of OOP. - **Memory Management:** Understanding stack and heap memory, and memory handling in Python. - **File Handling:** Reading from and writing to files. - **Error Handling:** Exceptions and error management with try-except-finally. - **Multithreading & Concurrency:** Threads, processes, synchronization, and deadlock management. - **Parallel Programming & Global Interpreter Lock (GIL):** Efficient computation techniques. - **Functional Programming:** Lambda expressions, anonymous functions, filtering, and mapping. - **Data Science Tools:** NumPy arrays, Matplotlib visualizations, and Pandas dataframes. - **Database Management:** Working with databases, MySQL, SQL statements within Python. **Pros of the Course:** - **Beginner-Friendly & Advanced Topics:** Suitable whether you are new to programming or want to learn advanced concepts. - **Practical Approach:** Focuses on real-world applications, with source codes and slides. - **Lifetime Access:** Revisit lectures anytime. - **Money-Back Guarantee:** 30 days' refund if not satisfied. **Recommendation:** I highly recommend this course for anyone interested in programming, data science, or software development. The comprehensive curriculum ensures a solid foundation in Python and its applications in data manipulation, visualization, and database management. Plus, the flexible access and generous refund policy reduce the risk of trying it out. Whether you're aiming to boost your career, switch to tech, or just enjoy programming as a hobby, this course equips you with the essential skills and practical experience needed to succeed. --- Embark on your Python learning journey today and unlock countless opportunities in the tech industry!

Overview

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 Pythoninstalling Python and the integrated development environment (IDE)basic operationsconditional statementsloops2.) Functionswhat are functions in Pythonpositional and keyword argumentsreturn and yieldrecursion3.) Data Structureshow to measure the performance of data structures?data structures introductionliststuplesdictionaries and sets4.) Object-Oriented Programing (OOP)what is the advantages and disadvantages of OOP?classes and objectsconstructorsinheritancepolymorphism5.) Memory Managementstack memory and heap memorymemory management in Python6.) Handling Files (I/O)read files and write files7.) Exceptionsexceptions and errorshow to deal with exceptiontry-except-finally blocks8.) Multithreading and Concurrent Programmingwhat are threads and processes?synchronizationlocksdeadlocks and livelocksinter-thread communication9.) Parallel Programmingmultithreading and parallel programmingwhat is the Global Interpreter Lock (GIL)?10.) Lambda Expressionswhat is functional programming?why to learn lambda expressions?anonymous functionsfiltermapreduce11.) NumPyreal array data structures in Pythonlists and arrays comparisonNumPy fundamentals12.) Matplotlibhow to create plots in Pythoncharts, line charts and scatter plots13.) Pandaswhy do we need Pandas in data sciences?SeriesDataFramesapply function (in comparison with loops)vectorization14.) Database Management in Pythonwhat are databases and why do we need them?MySQL and SQLSQL statements in PythonYou 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!

Skills

Reviews