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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
1. Introduction.mp4
10. Model Evaluation
1. What is Model Evaluation-en_US.srt
1. What is Model Evaluation.mp4
2. MAE, MSE, RMSE-en_US.srt
2. MAE, MSE, RMSE.mp4
11. Linear Regression
1. What is Linear Regression-en_US.srt
1. What is Linear Regression.mp4
2. Simple Linear Regression-en_US.srt
2. Simple Linear Regression.mp4
3. R Squared-en_US.srt
3. R Squared.mp4
si.xlsx
12. Decision Trees
1. What is Decision Trees-en_US.srt
1. What is Decision Trees.mp4
13. Natural Language Processing (NLP)
1. What is NLP-en_US.srt
1. What is NLP.mp4
2. Tokenization-en_US.srt
2. Tokenization.mp4
3. Removing Stopwords-en_US.srt
3. Removing Stopwords.mp4
4. Document Term Matrix (DTM)-en_US.srt
4. Document Term Matrix (DTM).mp4
5. Project 5 Twitter Sentiment Analysis-en_US.srt
5. Project 5 Twitter Sentiment Analysis.mp4
twitter.xlsx
14. Object Oriented Programming in Python
1. Introduction to Object Oriented Programming-en_US.srt
1. Introduction to Object Oriented Programming.mp4
2. Objects and Classes-en_US.srt
2. Objects and Classes.mp4
3. self and __init__-en_US.srt
3. self and __init__.mp4
4. Inheritance, Overriding, Extending-en_US.srt
4. Inheritance, Overriding, Extending.mp4
5. Encapsulation, Private & Protected Members-en_US.srt
5. Encapsulation, Private & Protected Members.mp4
6. More about Encapsulation-en_US.srt
6. More about Encapsulation.mp4
7. Polymorphism-en_US.srt
7. Polymorphism.mp4
8. Abstraction-en_US.srt
8. Abstraction.mp4
15. Object Oriented Programming Projects
1. Hotel Reservation System-en_US.srt
1. Hotel Reservation System.mp4
2. List Comprehension-en_US.srt
2. List Comprehension.mp4
3. Blackjack-en_US.srt
3. Blackjack.mp4
OOP Project 1 Hotel Reservation System.html
OOP Project 2 Blackjack.html
16. Thank You
1. Congratulations-en_US.srt
1. Congratulations.mp4
2. Setting up the Environment
1. Installing Anaconda-en_US.srt
1. Installing Anaconda.mp4
2. Introduction to Jupyter Notebook-en_US.srt
2. Introduction to Jupyter Notebook.mp4
3. Introduction to Python
1. First Code, Defining Variables-en_US.srt
1. First Code, Defining Variables.mp4
10. pip install-en_US.srt
10. pip install.mp4
2. String Concatenation-en_US.srt
2. String Concatenation.mp4
3. String format() Method-en_US.srt
3. String format() Method.mp4
4. Getting User Input-en_US.srt
4. Getting User Input.mp4
5. How to do the Projects in this Course-en_US.srt
5. How to do the Projects in this Course.mp4
6. Solution to the Project 1-en_US.srt
6. Solution to the Project 1.mp4
7. Indentation, Displaying Variables, Equal Operator-en_US.srt
7. Indentation, Displaying Variables, Equal Operator.mp4
8. Arithmetic and Comparison Operators-en_US.srt
8. Arithmetic and Comparison Operators.mp4
9. Importing Modules-en_US.srt
9. Importing Modules.mp4
Project 1 Mad Lib Generator.html
4. Conditionals and Loops
1. if Statement-en_US.srt
1. if Statement.mp4
10. Solution to the Project 3-en_US.srt
10. Solution to the Project 3.mp4
2. if else Statement-en_US.srt
2. if else Statement.mp4
3. elif Statement-en_US.srt
3. elif Statement.mp4
4. Nested Conditionals-en_US.srt
4. Nested Conditionals.mp4
5. for Loop-en_US.srt
5. for Loop.mp4
6. while Statement-en_US.srt
6. while Statement.mp4
7. Solution to the Project 2-en_US.srt
7. Solution to the Project 2.mp4
8. Nested Loops-en_US.srt
8. Nested Loops.mp4
9. break, continue, pass Statements-en_US.srt
9. break, continue, pass Statements.mp4
Project 2 Dice Simulator.html
Project 3 Number Guessing Game.html
5. Python Data Structures
1. Lists 1-en_US.srt
1. Lists 1.mp4
10. Project 4 Stock Market Analysis and Forecasting 2-en_US.srt
10. Project 4 Stock Market Analysis and Forecasting 2.mp4
11. Project 4 Stock Market Analysis and Forecasting 3-en_US.srt
11. Project 4 Stock Market Analysis and Forecasting 3.mp4
12. Project 4 Stock Market Analysis and Forecasting 4-en_US.srt
12. Project 4 Stock Market Analysis and Forecasting 4.mp4
2. Lists 2-en_US.srt
2. Lists 2.mp4
3. Lists 3-en_US.srt
3. Lists 3.mp4
4. Dictionaries-en_US.srt
4. Dictionaries.mp4
5. Arrays-en_US.srt
5. Arrays.mp4
6. Tuples-en_US.srt
6. Tuples.mp4
7. Sets-en_US.srt
7. Sets.mp4
8. Pandas Data Frames-en_US.srt
8. Pandas Data Frames.mp4
9. Project 4 Stock Market Analysis and Forecasting 1-en_US.srt
9. Project 4 Stock Market Analysis and Forecasting 1.mp4
stocker.py
6. Procedural Programming in Python
1. Procedural Programming-en_US.srt
1. Procedural Programming.mp4
2. Functions-en_US.srt
2. Functions.mp4
3. Lambda Function-en_US.srt
3. Lambda Function.mp4
4. Create Your Own Module-en_US.srt
4. Create Your Own Module.mp4
7. Data Visualization
1. Scatter Plot-en_US.srt
1. Scatter Plot.mp4
2. Bar Chart-en_US.srt
2. Bar Chart.mp4
3. Histogram-en_US.srt
3. Histogram.mp4
histogram.csv
si.xlsx
8. Statistics for Data Science
1. Samples and Populations-en_US.srt
1. Samples and Populations.mp4
2. Correlation & Correlation Coefficient-en_US.srt
2. Correlation & Correlation Coefficient.mp4
3. Variance-en_US.srt
3. Variance.mp4
4. n vs n-1, Biased & Unbiased Estimators, Bessel's Correction-en_US.srt
4. n vs n-1, Biased & Unbiased Estimators, Bessel's Correction.mp4
5. Standard Deviation-en_US.srt
5. Standard Deviation.mp4
6. Percentiles and Quartiles-en_US.srt
6. Percentiles and Quartiles.mp4
variance.csv
9. Introduction to Machine Learning (ML)
1. What is Machine Learning-en_US.srt
1. What is Machine Learning.mp4
2. Supervised & Unsupervised Learning-en_US.srt
2. Supervised & Unsupervised Learning.mp4
3. Train Test Split-en_US.srt
3. Train Test Split.mp4
4. Feature Importance-en_US.srt
4. Feature Importance.mp4
Bonus Resources.txt
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