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Download [FreeCoursesOnline.Me] [Packt] Python, SQL, Tableau Integrating Python, SQL, and Tableau [FCO]

FreeCoursesOnline Me Packt Python SQL Tableau Integrating Python SQL and Tableau FCO

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[FreeCoursesOnline.Me] [Packt] Python, SQL, Tableau Integrating Python, SQL, and Tableau [FCO]

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Total Files

70

Last Seen

2025-07-24 00:37

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6F6D7C39C32AE97CCDB01B2AFA3DF98D3BA6AC1A

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/01.Introduction/

0101.What Does the Course Cover.mp4

41.4 MB

/02.What is software integration/

0201.Properties and Definitions Data, Servers, Clients, Requests and Responses.mp4

31.7 MB

0202.Properties and Definitions Data Connectivity, APIs, and Endpoints.mp4

58.9 MB

0203.Further Details on APIs.mp4

58.5 MB

0204.Text Files as Means of Communication.mp4

30.9 MB

0205.Definitions and Applications.mp4

35.5 MB

/03.Setting up the working environment/

0301.Setting Up the Environment - An Introduction (Do Not Skip, Please)!.mp4

5.2 MB

0302.Why Python and why Jupyter.mp4

37.0 MB

0303.Installing Anaconda.mp4

31.8 MB

0304.The Jupyter Dashboard - Part 1.mp4

7.1 MB

0305.The Jupyter Dashboard - Part 2.mp4

15.1 MB

0306.Installing sklearn.mp4

8.3 MB

/04.What's next in the course/

0401.Up Ahead.mp4

27.1 MB

0402.Real-Life Example Absenteeism at Work.mp4

26.8 MB

0403.Real-Life Example The Dataset.mp4

27.1 MB

/05.Preprocessing/

0501.Data Sets in Python.mp4

13.7 MB

0502.Data at a Glance.mp4

41.3 MB

0503.A Note on Our Usage of Terms with Multiple Meanings.mp4

21.0 MB

0504.Picking the Appropriate Approach for the Task at Hand.mp4

11.5 MB

0505.Removing Irrelevant Data.mp4

36.0 MB

0506.Examining the Reasons for Absence.mp4

21.2 MB

0507.Splitting a Column into Multiple Dummies.mp4

49.0 MB

0508.Dummy Variables and Their Statistical Importance.mp4

6.0 MB

0509.Grouping - Transforming Dummy Variables into Categorical Variables.mp4

40.4 MB

0510.Concatenating Columns in Python.mp4

19.3 MB

0511.Changing Column Order in Pandas DataFrame.mp4

7.3 MB

0512.Implementing Checkpoints in Coding.mp4

13.6 MB

0513.Exploring the Initial Date Column.mp4

27.9 MB

0514.Using the Date Column to Extract the Appropriate Month Value.mp4

25.3 MB

0515.Introducing Day of the Week.mp4

15.8 MB

0516.Further Analysis of the DataFrame Next 5 Columns.mp4

14.8 MB

0517.Further Analysis of the DaraFrame Education, Children, Pets.mp4

19.7 MB

0518.A Final Note on Preprocessing.mp4

23.1 MB

/06.Machine Learnings/

0601.Exploring the Problem from a Machine Learning Point of View.mp4

26.7 MB

0602.Creating the Targets for the Logistic Regression.mp4

36.1 MB

0603.Selecting the Inputs.mp4

12.9 MB

0604.A Bit of Statistical Preprocessing.mp4

16.4 MB

0605.Train-test Split of the Data.mp4

41.9 MB

0606.Training the Model and Assessing its Accuracy.mp4

34.2 MB

0607.Extracting the Intercept and Coefficients from a Logistic Regression.mp4

35.0 MB

0608.Interpreting the Logistic Regression Coefficients.mp4

48.7 MB

0609.Omitting the dummy variables from the Standardization.mp4

35.5 MB

0610.Interpreting the Important Predictors.mp4

29.5 MB

0611.Simplifying the Model (Backward Elimination).mp4

39.7 MB

0612.Testing the Machine Learning Model.mp4

43.5 MB

0613.How to Save the Machine Learning Model and Prepare it for Future Deployment.mp4

31.9 MB

0614.Creating a Module for Later Use of the Model.mp4

52.0 MB

/07.Installing MySQL and Getting Acquainted with the Interface/

0701.Installing MySQL.mp4

52.1 MB

0702.Setting Up a Connection.mp4

10.0 MB

0703.Introduction to the MySQL Interface.mp4

18.7 MB

/08.Connecting Python and SQL/

0801.Implementing the 'absenteeism_module' - Part I.mp4

16.3 MB

0802.Implementing the 'absenteeism_module' - Part II.mp4

29.7 MB

0803.Creating a Database in MySQL.mp4

35.1 MB

0804.Importing and Installing 'pymysql'.mp4

11.7 MB

0805.Creating a Connection and Cursor.mp4

10.9 MB

0806.Creating the 'predicted_outputs' table in MySQL.mp4

28.7 MB

0807.Running an SQL SELECT Statement from Python.mp4

13.1 MB

0808.Transferring Data from Jupyter to Workbench - Part I.mp4

47.6 MB

0809.Transferring Data from Jupyter to Workbench - Part II.mp4

33.7 MB

0810.Transferring Data from Jupyter to Workbench - Part III.mp4

23.5 MB

/09.Analyzing the Obtained data in Tableau/

0901.Analysis in Tableau Age vs Probability.mp4

27.7 MB

0902.Analysis in Tableau Reasons vs Probability.mp4

31.6 MB

0903.Analysis in Tableau Transportation Expense vs Probability.mp4

70.2 MB

/Exercise Files/

exercise_files.zip

12.6 MB

 

Total files 70


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