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[ FreeCourseWeb ] Udemy - Machine Learning Basics- Building Regression Model in Python

[ FreeCourseWeb ] Udemy - Machine Learning Basics- Building Regression Model in Python

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Description
[ FreeCourseWeb.com ]Machine Learning Basics: Building Regression Model in Python



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MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + .VTT | Duration: 7.5 hour | Size: 2.65 GB

Learn how to build a regression model in Python from scratch. Course covers all key concepts from basic to advanced.

What you'll learn



Knowledge of Linear regression technique

How to run linear regression in Python

Preparing the data before training any model



Requirements



Just a PC with any web browser



Download More Latest Courses Visit ==>> https://FreeCourseWeb.com



If you like this torrent then Please, we repeat, Please, Support Authors. They Deserve it









       

File list
  • [ FreeCourseWeb ] Udemy - Machine Learning Basics- Building Regression Model in Python
  • 1. Introduction/1. Welcome to the course!.mp4 16.3 MB
  • 1. Introduction/1. Welcome to the course!.vtt 2.6 KB
  • 1. Introduction/2. Course contents.mp4 47.8 MB
  • 2. Basics of Statistics/1. Types of Data.mp4 25.9 MB
  • 2. Basics of Statistics/1. Types of Data.vtt 4.3 KB
  • 2. Basics of Statistics/2. Types of Statistics.mp4 13.2 MB
  • 2. Basics of Statistics/2. Types of Statistics.vtt 2.7 KB
  • 2. Basics of Statistics/3. Describing data Graphically.mp4 82.2 MB
  • 2. Basics of Statistics/3. Describing data Graphically.vtt 11.3 KB
  • 2. Basics of Statistics/4. Measures of Centers.mp4 45.7 MB
  • 2. Basics of Statistics/4. Measures of Centers.vtt 6.4 KB
  • 2. Basics of Statistics/5. Practice Exercise 1.html 357 B
  • 2. Basics of Statistics/5.1 Exercise 1.pdf.pdf 553.8 KB
  • 2. Basics of Statistics/6. Measures of Dispersion.mp4 28.4 MB
  • 2. Basics of Statistics/6. Measures of Dispersion.vtt 4.7 KB
  • 2. Basics of Statistics/7. Practice Exercise 2.html 300 B
  • 2. Basics of Statistics/7.1 Exercise 2.pdf.pdf 469.9 KB
  • 3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4 18.6 MB
  • 3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.vtt 2.2 KB
  • 3. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.mp4 73.1 MB
  • 3. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.vtt 8 KB
  • 3. Setting up Python and Jupyter Notebook/3. Introduction to Jupyter.mp4 51.3 MB
  • 3. Setting up Python and Jupyter Notebook/3. Introduction to Jupyter.vtt 10.8 KB
  • 3. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.mp4 15.9 MB
  • 3. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.vtt 3.5 KB
  • 3. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.mp4 80.6 MB
  • 3. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.vtt 14.3 KB
  • 3. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.mp4 73.7 MB
  • 3. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.vtt 14.6 KB
  • 3. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.mp4 54.1 MB
  • 3. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.vtt 9.1 KB
  • 3. Setting up Python and Jupyter Notebook/8. Working with Panda Library of Python.mp4 56.5 MB
  • 3. Setting up Python and Jupyter Notebook/8. Working with Panda Library of Python.vtt 7.2 KB
  • 3. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.mp4 48.9 MB
  • 4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4 123.9 MB
  • 4. Introduction to Machine Learning/1. Introduction to Machine Learning.vtt 16.3 KB
  • 4. Introduction to Machine Learning/2. Building a Machine Learning Model.mp4 45.3 MB
  • 4. Introduction to Machine Learning/2. Building a Machine Learning Model.vtt 8.6 KB
  • 4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html 166 B
  • 5. Data Preprocessing/1. Gathering Business Knowledge.mp4 25.1 MB
  • 5. Data Preprocessing/1. Gathering Business Knowledge.vtt 3.4 KB
  • 5. Data Preprocessing/10. Outlier Treatment in Python.mp4 86.6 MB
  • 5. Data Preprocessing/10. Outlier Treatment in Python.vtt 11.2 KB
  • 5. Data Preprocessing/11. Project Exercise 3.html 233 B
  • 5. Data Preprocessing/12. Missing Value Imputation.mp4 27.6 MB
  • 5. Data Preprocessing/12. Missing Value Imputation.vtt 3.6 KB
  • 5. Data Preprocessing/13. Missing Value Imputation in Python.mp4 28.6 MB
  • 5. Data Preprocessing/13. Missing Value Imputation in Python.vtt 3.6 KB
  • 5. Data Preprocessing/14. Project Exercise 4.html 238 B
  • 5. Data Preprocessing/15. Seasonality in Data.mp4 20.9 MB
  • 5. Data Preprocessing/15. Seasonality in Data.vtt 3.3 KB
  • 5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.mp4 113.7 MB
  • 5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.vtt 16.1 KB
  • 5. Data Preprocessing/17. Variable transformation and deletion in Python.mp4 53.4 MB
  • 5. Data Preprocessing/17. Variable transformation and deletion in Python.vtt 6.5 KB
  • 5. Data Preprocessing/18. Project Exercise 5.html 285 B
  • 5. Data Preprocessing/19. Non-usable variables.mp4 23.9 MB
  • 5. Data Preprocessing/19. Non-usable variables.vtt 4.8 KB
  • 5. Data Preprocessing/2. Data Exploration.mp4 23.4 MB
  • 5. Data Preprocessing/2. Data Exploration.vtt 3.2 KB
  • 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4 40.6 MB
  • 5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt 4.3 KB
  • 5. Data Preprocessing/21. Dummy variable creation in Python.mp4 33.9 MB
  • 5. Data Preprocessing/21. Dummy variable creation in Python.vtt 4.8 KB
  • 5. Data Preprocessing/22. Project Exercise 6.html 202 B
  • 5. Data Preprocessing/23. Correlation Analysis.mp4 81.3 MB
  • 5. Data Preprocessing/23. Correlation Analysis.vtt 9.7 KB
  • 5. Data Preprocessing/24. Correlation Analysis in Python.mp4 68 MB
  • 5. Data Preprocessing/24. Correlation Analysis in Python.vtt 5.8 KB
  • 5. Data Preprocessing/25. Project Exercise 7.html 288 B
  • 5. Data Preprocessing/3. The Dataset and the Data Dictionary.mp4 78.6 MB
  • 5. Data Preprocessing/3. The Dataset and the Data Dictionary.vtt 6.9 KB
  • 5. Data Preprocessing/3.1 House_Price.csv.csv 53.5 KB
  • 5. Data Preprocessing/4. Importing Data in Python.mp4 32.5 MB
  • 5. Data Preprocessing/4. Importing Data in Python.vtt 4.9 KB
  • 5. Data Preprocessing/4.1 House_Price.csv.csv 53.5 KB
  • 5. Data Preprocessing/5. Project exercise 1.html 431 B
  • 5. Data Preprocessing/5.1 Movie_collection_train.csv.csv 43.3 KB
  • 5. Data Preprocessing/6. Univariate analysis and EDD.mp4 27.3 MB
  • 5. Data Preprocessing/6. Univariate analysis and EDD.vtt 3.1 KB
  • 5. Data Preprocessing/7. EDD in Python.mp4 75.1 MB
  • 5. Data Preprocessing/7. EDD in Python.vtt 9 KB
  • 5. Data Preprocessing/8. Project Exercise 2.html 177 B
  • 5. Data Preprocessing/9. Outlier Treatment.mp4 27.8 MB
  • 5. Data Preprocessing/9. Outlier Treatment.vtt 4 KB
  • 6. Linear Regression/1. The Problem Statement.mp4 10.7 MB
  • 6. Linear Regression/1. The Problem Statement.vtt 1.4 KB
  • 6. Linear Regression/18. Ridge regression and Lasso in Python.mp4 156.6 MB
  • 6. Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4 50.3 MB
  • 6. Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.vtt 8.7 KB
  • 6. Linear Regression/3. Simple Linear Regression in Python.mp4 78.6 MB
  • 6. Linear Regression/3. Simple Linear Regression in Python.vtt 9.8 KB
  • 6. Linear Regression/4. Project Exercise 8.html 322 B
  • 6. Linear Regression/5. Assessing accuracy of predicted coefficients.mp4 104.4 MB
  • 6. Linear Regression/5. Assessing accuracy of predicted coefficients.vtt 14 KB
  • 6. Linear Regression/6. Assessing Model Accuracy RSE and R squared.mp4 49.7 MB
  • 6. Linear Regression/6. Assessing Model Accuracy RSE and R squared.vtt 7.1 KB
  • How to Support [ FreeCourseWeb.com ] for Free.txt 323 B

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