1. Introduction/1. Welcome to the course!.mp4
16.27MB
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1. Introduction/1. Welcome to the course!.vtt
3.24KB
1. Introduction/2. Course contents.mp4
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1. Introduction/2. Course contents.vtt
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1. Introduction/2.1 00_Introduction_01.pdf.pdf
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2. Basics of Statistics/1. Types of Data.mp4
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2. Basics of Statistics/1. Types of Data.vtt
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2. Basics of Statistics/1.1 01_01_Lecture_TypesOfData.pdf.pdf
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2. Basics of Statistics/2. Types of Statistics.mp4
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2. Basics of Statistics/3. Describing data Graphically.mp4
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2. Basics of Statistics/5. Practice Exercise 1.html
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2. Basics of Statistics/6. Measures of Dispersion.mp4
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3. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4
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4. Introduction to Machine Learning/1. Introduction to Machine Learning.mp4
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4. Introduction to Machine Learning/2. Building a Machine Learning Model.mp4
45.26MB
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4. Introduction to Machine Learning/2. Building a Machine Learning Model.vtt
8.59KB
4. Introduction to Machine Learning/2.1 Lecture_machineLearning.pdf.pdf
991.61KB
4. Introduction to Machine Learning/3. Introduction to Machine learning quiz.html
166B
5. Data Preprocessing/1. Gathering Business Knowledge.mp4
25.11MB
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3.45KB
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153.94KB
5. Data Preprocessing/10. Outlier Treatment in Python.mp4
86.57MB
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11.17KB
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27.56MB
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315.68KB
5. Data Preprocessing/13. Missing Value Imputation in Python.mp4
28.59MB
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5. Data Preprocessing/15. Seasonality in Data.mp4
20.88MB
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3.3KB
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364.09KB
5. Data Preprocessing/16. Bi-variate analysis and Variable transformation.mp4
113.73MB
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16.09KB
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422.8KB
5. Data Preprocessing/17. Variable transformation and deletion in Python.mp4
53.4MB
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6.49KB
5. Data Preprocessing/18. Project Exercise 5.html
285B
5. Data Preprocessing/19. Non-usable variables.mp4
23.95MB
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138.35KB
5. Data Preprocessing/2. Data Exploration.mp4
23.41MB
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3.21KB
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322.91KB
5. Data Preprocessing/20. Dummy variable creation Handling qualitative data.mp4
40.63MB
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4.31KB
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162.97KB
5. Data Preprocessing/21. Dummy variable creation in Python.mp4
33.89MB
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4.76KB
5. Data Preprocessing/22. Project Exercise 6.html
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5. Data Preprocessing/23. Correlation Analysis.mp4
81.3MB
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9.75KB
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256.91KB
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68.03MB
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5.81KB
5. Data Preprocessing/25. Project Exercise 7.html
288B
5. Data Preprocessing/3. The Dataset and the Data Dictionary.mp4
78.59MB
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6.89KB
5. Data Preprocessing/3.1 03_03_PDE_Raw_Data_Analysis_Uni.pdf.pdf
331.98KB
5. Data Preprocessing/3.2 House_Price.csv.csv
53.49KB
5. Data Preprocessing/4. Importing Data in Python.mp4
32.46MB
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4.89KB
5. Data Preprocessing/4.1 House_Price.csv.csv
53.49KB
5. Data Preprocessing/5. Project exercise 1.html
431B
5. Data Preprocessing/5.1 Movie_collection_train.csv.csv
43.31KB
5. Data Preprocessing/6. Univariate analysis and EDD.mp4
27.3MB
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6. Linear Regression/8. The F - statistic.mp4
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6. Linear Regression/8. The F - statistic.vtt
7.98KB
6. Linear Regression/8.1 05_05_F_stat.pdf.pdf
328.48KB
6. Linear Regression/9. Interpreting results of Categorical variables.mp4
27.13MB
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6. Linear Regression/9. Interpreting results of Categorical variables.vtt
4.68KB
6. Linear Regression/9.1 05_06_Cat_var.pdf.pdf
155.49KB
[DesireCourse.Com].url
51B