[ FreeCourseWeb ] Udemy - Python 2021 - Mastering Object Oriented Programming (updated 6 - 2021)
[ FreeCourseWeb ] Udemy - Python 2021 - Mastering Object Oriented Programming (updated 6 - 2021)
Python 2021 - Mastering Object Oriented Programming (updated 6/2021) MP4 | Video: h264, 1280x720 | Audio: AAC, 44100 Hz
Language: English | Size: 2.50 GB | Duration: 9h 15m
What you'll learn
Python Programming Language.
Jupyter Notebook.
Procedural and Object Oriented Paradigms
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.
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[ FreeCourseWeb.com ] Udemy - Python 2021 - Mastering Object Oriented Programming (updated 6 - 2021)
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1. Introduction
1. Introduction-en_US.srt (3.5 KB)
1. Introduction.mp4 (29.4 MB)
10. Model Evaluation
1. What is Model Evaluation-en_US.srt (3.3 KB)
1. What is Model Evaluation.mp4 (7.0 MB)
2. MAE, MSE, RMSE-en_US.srt (10.2 KB)
2. MAE, MSE, RMSE.mp4 (31.9 MB)
11. Linear Regression
1. What is Linear Regression-en_US.srt (11.8 KB)
1. What is Linear Regression.mp4 (21.0 MB)
2. Simple Linear Regression-en_US.srt (21.4 KB)
2. Simple Linear Regression.mp4 (84.9 MB)
3. R Squared-en_US.srt (15.9 KB)
3. R Squared.mp4 (38.7 MB)
si.xlsx (9.3 KB)
12. Decision Trees
1. What is Decision Trees-en_US.srt (4.2 KB)
1. What is Decision Trees.mp4 (14.3 MB)
13. Natural Language Processing (NLP)
1. What is NLP-en_US.srt (2.3 KB)
1. What is NLP.mp4 (5.1 MB)
2. Tokenization-en_US.srt (4.1 KB)
2. Tokenization.mp4 (27.6 MB)
3. Removing Stopwords-en_US.srt (6.9 KB)
3. Removing Stopwords.mp4 (32.5 MB)
4. Document Term Matrix (DTM)-en_US.srt (10.4 KB)
4. Document Term Matrix (DTM).mp4 (32.2 MB)
5. Project 5 Twitter Sentiment Analysis-en_US.srt (15.7 KB)
5. Project 5 Twitter Sentiment Analysis.mp4 (99.5 MB)
twitter.xlsx (4.7 MB)
14. Object Oriented Programming in Python
1. Introduction to Object Oriented Programming-en_US.srt (2.1 KB)
1. Introduction to Object Oriented Programming.mp4 (2.8 MB)
2. Objects and Classes-en_US.srt (6.6 KB)
2. Objects and Classes.mp4 (24.0 MB)
3. self and __init__-en_US.srt (8.8 KB)
3. self and __init__.mp4 (24.9 MB)
4. Inheritance, Overriding, Extending-en_US.srt (7.3 KB)
4. Inheritance, Overriding, Extending.mp4 (26.4 MB)
5. Encapsulation, Private & Protected Members-en_US.srt (11.0 KB)
5. Encapsulation, Private & Protected Members.mp4 (42.8 MB)
6. More about Encapsulation-en_US.srt (8.4 KB)
6. More about Encapsulation.mp4 (33.7 MB)
7. Polymorphism-en_US.srt (5.0 KB)
7. Polymorphism.mp4 (19.7 MB)
8. Abstraction-en_US.srt (9.6 KB)
8. Abstraction.mp4 (34.1 MB)
15. Object Oriented Programming Projects
1. Hotel Reservation System-en_US.srt (38.8 KB)
1. Hotel Reservation System.mp4 (262.5 MB)
2. List Comprehension-en_US.srt (2.0 KB)
2. List Comprehension.mp4 (5.6 MB)
3. Blackjack-en_US.srt (37.9 KB)
3. Blackjack.mp4 (242.1 MB)
OOP Project 1 Hotel Reservation System.html (0.2 KB)
OOP Project 2 Blackjack.html (0.1 KB)
16. Thank You
1. Congratulations-en_US.srt (1.1 KB)
1. Congratulations.mp4 (1.2 MB)
2. Setting up the Environment
1. Installing Anaconda-en_US.srt (3.3 KB)
1. Installing Anaconda.mp4 (23.8 MB)
2. Introduction to Jupyter Notebook-en_US.srt (11.3 KB)
2. Introduction to Jupyter Notebook.mp4 (39.6 MB)
3. Introduction to Python
1. First Code, Defining Variables-en_US.srt (5.1 KB)
1. First Code, Defining Variables.mp4 (15.9 MB)
10. pip install-en_US.srt (2.5 KB)
10. pip install.mp4 (8.1 MB)
2. String Concatenation-en_US.srt (2.8 KB)
2. String Concatenation.mp4 (11.1 MB)
3. String format() Method-en_US.srt (5.4 KB)
3. String format() Method.mp4 (23.8 MB)
4. Getting User Input-en_US.srt (2.8 KB)
4. Getting User Input.mp4 (8.6 MB)
5. How to do the Projects in this Course-en_US.srt (2.0 KB)
5. How to do the Projects in this Course.mp4 (8.7 MB)
6. Solution to the Project 1-en_US.srt (9.3 KB)
6. Solution to the Project 1.mp4 (95.3 MB)
7. Indentation, Displaying Variables, Equal Operator-en_US.srt (5.5 KB)
7. Indentation, Displaying Variables, Equal Operator.mp4 (12.3 MB)
8. Arithmetic and Comparison Operators-en_US.srt (5.1 KB)
8. Arithmetic and Comparison Operators.mp4 (12.1 MB)
9. Importing Modules-en_US.srt (3.9 KB)
9. Importing Modules.mp4 (9.2 MB)
Project 1 Mad Lib Generator.html (0.1 KB)
4. Conditionals and Loops
1. if Statement-en_US.srt (6.3 KB)
1. if Statement.mp4 (13.4 MB)
10. Solution to the Project 3-en_US.srt (27.5 KB)
10. Solution to the Project 3.mp4 (164.7 MB)
2. if else Statement-en_US.srt (2.2 KB)
2. if else Statement.mp4 (4.5 MB)
3. elif Statement-en_US.srt (6.4 KB)
3. elif Statement.mp4 (9.4 MB)
4. Nested Conditionals-en_US.srt (5.7 KB)
4. Nested Conditionals.mp4 (13.9 MB)
5. for Loop-en_US.srt (6.1 KB)
5. for Loop.mp4 (13.4 MB)
6. while Statement-en_US.srt (3.1 KB)
6. while Statement.mp4 (5.8 MB)
7. Solution to the Project 2-en_US.srt (10.6 KB)
7. Solution to the Project 2.mp4 (59.5 MB)
8. Nested Loops-en_US.srt (4.5 KB)
8. Nested Loops.mp4 (13.6 MB)
9. break, continue, pass Statements-en_US.srt (4.0 KB)
9. break, continue, pass Statements.mp4 (7.5 MB)
Project 2 Dice Simulator.html (0.2 KB)
Project 3 Number Guessing Game.html (0.2 KB)
5. Python Data Structures
1. Lists 1-en_US.srt (5.7 KB)
1. Lists 1.mp4 (18.7 MB)
10. Project 4 Stock Market Analysis and Forecasting 2-en_US.srt (11.4 KB)
10. Project 4 Stock Market Analysis and Forecasting 2.mp
files
2021-07-12 11:09:58
English
Seeders : 10 , Leechers : 11
[ FreeCourseWeb ] Udemy - Python 2021 - Mastering Object Oriented Programming (updated 6 - 2021)
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