[FTUForum.com] [UDEMY] Machine Learning Basics Building Regression Model in Python [FTU]
大小
2.79 GB
文件数
125
Info Hash:
9D1AC7B3551F437C84BC0620165919088ABA8C60
收录时间
2025-12-12 20:47:05
更新时间
2025-12-13 23:43:32
文件列表 (125)
1. Introduction/1. Welcome to the course!.mp4
20.6 MB
1. Introduction/1. Welcome to the course!.vtt
2.63 KB
1. Introduction/2. Course contents.mp4
63.9 MB
2. Basics of Statistics/1. Types of Data.mp4
25.86 MB
2. Basics of Statistics/1. Types of Data.vtt
4.32 KB
2. Basics of Statistics/2. Types of Statistics.mp4
13.23 MB
2. Basics of Statistics/2. Types of Statistics.vtt
2.68 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
45.67 MB
2. Basics of Statistics/4. Measures of Centers.vtt
6.42 KB
2. Basics of Statistics/5.1 Exercise 1.pdf.pdf
553.83 KB
2. Basics of Statistics/5. Practice Exercise 1.html
357 B
2. Basics of Statistics/6. Measures of Dispersion.mp4
28.38 MB
2. Basics of Statistics/6. Measures of Dispersion.vtt
4.72 KB
2. Basics of Statistics/7.1 Exercise 2.pdf.pdf
469.93 KB
2. Basics of Statistics/7. Practice Exercise 2.html
300 B
3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4
18.61 MB
3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.vtt
2.25 KB
3. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.mp4
73.07 MB
3. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.vtt
7.98 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
10.77 KB
3. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.mp4
15.92 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
80.63 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
73.67 MB
3. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.vtt
14.62 KB
3. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.mp4
54.12 MB
3. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.vtt
9.12 KB
3. Setting up Python and Jupyter Notebook/8. Working with Panda Library of Python.mp4
56.46 MB
3. Setting up Python and Jupyter Notebook/8. Working with Panda Library of Python.vtt
7.24 KB
3. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.mp4
48.87 MB
4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4
123.89 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
45.26 MB
4. Introduction to Machine Learning/2. Building a Machine Learning Model.vtt
8.59 KB
4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html
166 B
5. Data Preprocessing/10. Outlier Treatment in Python.mp4
86.57 MB
5. Data Preprocessing/10. Outlier Treatment in Python.vtt
11.17 KB
5. Data Preprocessing/11. Project Exercise 3.html
233 B
5. Data Preprocessing/12. Missing Value Imputation.mp4
27.56 MB
5. Data Preprocessing/12. Missing Value Imputation.vtt
3.61 KB
5. Data Preprocessing/13. Missing Value Imputation in Python.mp4
28.59 MB
5. Data Preprocessing/13. Missing Value Imputation in Python.vtt
3.57 KB
5. Data Preprocessing/14. Project Exercise 4.html
238 B
5. Data Preprocessing/15. Seasonality in Data.mp4
20.89 MB
5. Data Preprocessing/15. Seasonality in Data.vtt
3.3 KB
5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.mp4
113.73 MB
5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.vtt
16.09 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
6.49 KB
5. Data Preprocessing/18. Project Exercise 5.html
285 B
5. Data Preprocessing/19. Non-usable variables.mp4
23.94 MB
5. Data Preprocessing/19. Non-usable variables.vtt
4.8 KB
5. Data Preprocessing/1. Gathering Business Knowledge.mp4
25.11 MB
5. Data Preprocessing/1. Gathering Business Knowledge.vtt
3.45 KB
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4
40.62 MB
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.vtt
4.31 KB
5. Data Preprocessing/21. Dummy variable creation in Python.mp4
33.89 MB
5. Data Preprocessing/21. Dummy variable creation in Python.vtt
4.76 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
9.75 KB
5. Data Preprocessing/24. Correlation Analysis in Python.mp4
68.02 MB
5. Data Preprocessing/24. Correlation Analysis in Python.vtt
5.81 KB
5. Data Preprocessing/25. Project Exercise 7.html
288 B
5. Data Preprocessing/2. Data Exploration.mp4
23.41 MB
5. Data Preprocessing/2. Data Exploration.vtt
3.21 KB
5. Data Preprocessing/3.1 House_Price.csv.csv
53.49 KB
5. Data Preprocessing/3. The Dataset and the Data Dictionary.mp4
78.58 MB
5. Data Preprocessing/3. The Dataset and the Data Dictionary.vtt
6.89 KB
5. Data Preprocessing/4.1 House_Price.csv.csv
53.49 KB
5. Data Preprocessing/4. Importing Data in Python.mp4
32.46 MB
5. Data Preprocessing/4. Importing Data in Python.vtt
4.89 KB
5. Data Preprocessing/5.1 Movie_collection_train.csv.csv
43.31 KB
5. Data Preprocessing/5. Project exercise 1.html
431 B
5. Data Preprocessing/6. Univariate analysis and EDD.mp4
27.29 MB
5. Data Preprocessing/6. Univariate analysis and EDD.vtt
3.1 KB
5. Data Preprocessing/7. EDD in Python.mp4
75.07 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
27.78 MB
5. Data Preprocessing/9. Outlier Treatment.vtt
3.99 KB
6. Linear Regression/10. Multiple Linear Regression in Python.mp4
88.13 MB
6. Linear Regression/10. Multiple Linear Regression in Python.vtt
10.81 KB
6. Linear Regression/11. Project Exercise 9.html
327 B
6. Linear Regression/12. Test-train split.mp4
49.13 MB
6. Linear Regression/13. Bias Variance trade-off.mp4
29.59 MB
6. Linear Regression/14. Test train split in Python.mp4
57.77 MB
6. Linear Regression/15. Linear models other than OLS.mp4
19.18 MB
6. Linear Regression/15. Linear models other than OLS.vtt
3.87 KB
6. Linear Regression/16. Subset selection techniques.mp4
87.14 MB
6. Linear Regression/16. Subset selection techniques.vtt
11.24 KB
6. Linear Regression/17. Shrinkage methods Ridge and Lasso.mp4
52.49 MB
6. Linear Regression/17. Shrinkage methods Ridge and Lasso.vtt
7.18 KB
6. Linear Regression/18. Ridge regression and Lasso in Python.mp4
252.01 MB
6. Linear Regression/19. Project Exercise 10.html
424 B
6. Linear Regression/1. The Problem Statement.mp4
14.85 MB
6. Linear Regression/1. The Problem Statement.vtt
1.44 KB
6. Linear Regression/20.1 Movie_collection_test.csv.csv
11.72 KB
6. Linear Regression/20. Final Project Exercise.html
301 B
6. Linear Regression/21. Course Conclusion.html
1.63 KB
6. Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4
50.26 MB
6. Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.vtt
8.74 KB
6. Linear Regression/3. Simple Linear Regression in Python.mp4
78.63 MB
6. Linear Regression/3. Simple Linear Regression in Python.vtt
9.82 KB
6. Linear Regression/4. Project Exercise 8.html
322 B
6. Linear Regression/5. Assessing accuracy of predicted coefficients.mp4
104.41 MB
6. Linear Regression/5. Assessing accuracy of predicted coefficients.vtt
13.99 KB
6. Linear Regression/6. Assessing Model Accuracy RSE and R squared.mp4
49.71 MB
6. Linear Regression/6. Assessing Model Accuracy RSE and R squared.vtt
7.06 KB
6. Linear Regression/7. Multiple Linear Regression.mp4
38.9 MB
6. Linear Regression/7. Multiple Linear Regression.vtt
5.08 KB
6. Linear Regression/8. The F - statistic.mp4
64.12 MB
6. Linear Regression/8. The F - statistic.vtt
7.98 KB
6. Linear Regression/9. Interpreting results of Categorical variables.mp4
27.13 MB
6. Linear Regression/9. Interpreting results of Categorical variables.vtt
4.68 KB
Discuss.FTUForum.com.html
31.89 KB
FreeCoursesOnline.Me.html
108.3 KB
FTUForum.com.html
100.44 KB
How you can help Team-FTU.txt
235 B
[TGx]Downloaded from torrentgalaxy.org.txt
524 B
Torrent Downloaded From GloDls.to.txt
84 B