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

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

Name	[FreeCoursesOnline.Me] [Packt] Python, SQL, Tableau Integrating Python, SQL, and Tableau [FCO]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.8 GB
Total Files	70
Last Seen	2025-07-24 23:45
Hash	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