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Title 365 Data Science - SQL + Tableau + Python [CoursesGhar]
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Size 1.41GB

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1. Exploring the Problem from a Machine Learning Point of View.mp4 25.50MB
1. Importing the Data Set in Python.mp4 13.03MB
1. Introduction to Data, Servers, Clients, Requests, and Responses.mp4 30.27MB
1. Loading the _absenteeism_module_.mp4 15.57MB
1. Tableau Analysis - Age vs Probability.mp4 26.42MB
1. What_s next in the course.mp4 25.84MB
10. Concatenating Column Values.mp4 18.38MB
10. Interpreting the (Important) Coefficients.mp4 28.11MB
10. Moving Data from Python to SQL - Part III.mp4 22.42MB
11. Reordering Columns.mp4 6.94MB
11. Simplifying the Model (Backward Elimination).mp4 37.87MB
12. Creating Checkpoints in Jupyter.mp4 13.01MB
12. Testing the Logistic Regression Model.mp4 41.45MB
13. Saving the Logistic Regression Model.mp4 30.40MB
13. Working on the _Date_ Column.mp4 26.59MB
14. Creating a module for later use of the model.mp4 49.61MB
14. Extracting the Month Value.mp4 24.11MB
15. Creating the _Day of the Week_ Column.mp4 15.08MB
16. Analyzing the Next 5 Columns in our DataFrame.mp4 14.11MB
17. Modifying _Education_ and discussing _Children_ and _Pets_.mp4 18.79MB
18. Final Remarks on the Data Preprocessing Part of the Exercise.mp4 22.05MB
2. Creating the Targets for the Regression.mp4 34.39MB
2. Defining the Task - Absenteeism at Work.mp4 25.54MB
2. Eyeballing the Data.mp4 39.36MB
2. Introduction to Data Connectivity, APIs, and Endpoints.mp4 56.20MB
2. Tableau Analysis - Reasons vs Probability.mp4 30.18MB
2. Working with the _absenteeism_module_.mp4 28.36MB
3. Creating a Database Structure in MySQL.mp4 30.34MB
3. Introduction to Terms with Multiple Meanings.mp4 20.06MB
3. More on APIs.mp4 55.78MB
3. Selecting the Inputs for the Regression.mp4 12.26MB
3. Tableau Analysis - Transportation Expense vs Probability.mp4 17.35MB
3. The Data Set.mp4 25.81MB
4. An Analytical Approach to Solving the Task.mp4 10.93MB
4. Exchanging Information using Text Files.mp4 29.46MB
4. Installing and Importing _pymysql_.mp4 11.17MB
4. Standardizing the Dataset for Better Results.mp4 15.62MB
5. Dropping the _ID_ Column.mp4 34.34MB
5. Setting up a Connection and Creating a Cursor.mp4 10.44MB
5. Software Integration - Python-SQL-Tableau.mp4 35.37MB
5. Train-Test Split.mp4 39.92MB
6. Analysis of the _Reason for Absence_ Column.mp4 20.25MB
6. Creating the _predicted_outputs_ table in MySQL.mp4 27.40MB
6. Training and evaluating the model.mp4 32.65MB
7. Converting a Feature into Multiple Dummy Variables.mp4 46.70MB
7. Executing an SQL Query from Python.mp4 12.54MB
7. Extracting the Intercept and Coefficients.mp4 33.39MB
8. Interpreting the Coefficients.mp4 46.47MB
8. Moving Data from Python to SQL - Part I.mp4 45.36MB
8. Working with Dummy Variables from a Statistical Perspective.mp4 5.75MB
9. Creating a Custom Scaler to Standardize Only Numerical Features.mp4 33.87MB
9. Grouping the Various Reasons for Absence.mp4 38.49MB
9. Moving Data from Python to SQL - Part II.mp4 32.11MB
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