What you'll learn
Jupyter Notebook
Defining Variables
Importing Modules
Conditionals and Loops
Data Structures (Lists, Dictionaries, Arrays, Tuples, Sets, Data Frames)
Functions
Data Visualization
Statistics (Samples & Populations, Correlation, Variance ... )
Introduction to Machine Learning (Supervised & Unsupervised Learning ... )
Model Evaluation
Linear Regression
Decision Trees
Natural Language Processing (NLP)
Object Oriented Programming (OOP)
Requirements
You don't need any prior knowledge in Python programming or programming in general. All you need is a computer with internet connection.
Your operating system shouldn't matter either. I am using a Windows 10 computer, however Anaconda distribution we will be using in this course has Mac OS and Linux versions as well.
Description
Within this course, I am sharing my years of production experience with Python.
I have been using Python at my actual work on a daily basis to perform machine learning and natural language processing applications. Therefore, what you will learn in this course is not coming from a teacher who has never used it before in the field, but someone who is actually a practitioner of it. I know what issues you will be dealing with in real life, I know what is important for you to learn and what is not a priority. I built this course so that you should be completely ready to jump into the water at work, or put Python as an expert level in your CVs. I am also showing you tricks to help you pass the Python tests you will potentially get as a part of your job interviews.
This is also not a course you will get and never hear from me again. Anytime in the future, simply write your Python questions to the public course Q&A, I will either add a lesson to answer your question, or quickly type the answer to help you.
I want this course to be a platform where you learn Python fully and even keep discussing your challenges and questions in the future.
Let's start learning and mastering Object Oriented Python.
Who this course is for
Anyone who wants to learn Python from scratch, or current Python programmers who want to polish their knowledge and skills.
Homepage

https://www.udemy.com/course/python-2021-mastering-object-oriented-programming/

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