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[ DevCourseWeb com ] Udemy - Data Literacy - An Ultimate Guide to Digital transformation
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1. Setting up the practical environment
01 Data and Decision-Making
01 Data-Driven Strategy Formulation for Baverage Company_v1.0_fin.xlsx
01 Data-Driven Strategy Formulation for Baverage Company_v1.1.xlsx
desktop.ini
02 What Is Data
01 Data's digitization_v1.0.xlsx
01 Data's digitization_v1.0_fin.xlsx
desktop.ini
03 Data Planning
01 Customer Segmentation_Customer Grade Analysis_v1.0.xlsx
01 Customer Segmentation_Customer Grade Analysis_v1.0_fin.xlsx
02 Deriving KPIs using the Balanced Scorecard Framework_v1.0.xlsx
02 Deriving KPIs using the Balanced Scorecard Framework_v1.0_fin.xlsx
desktop.ini
04 Data Collection and Management
00 File
File1.txt
File2.txt
File3.txt
desktop.ini
01 Data Crawling_v1.0.xlsx
01 Data Crawling_v1.0_fin.xlsx
02 File and DB_v1.0.xlsx
02 File and DB_v1.0_fin.xlsx
03 Data models and data modeling_v1.0.xlsx
03 Data models and data modeling_v1.0_fin.xlsx
04 Sales Management_v1.0_fin.xlsx
desktop.ini
~$04 Sample Experiment_Premium Customer Purchase Data_v1.0_fin.xlsx
05 Data Processing
01 Table Format Data_v1.0.xlsx
01 Table Format Data_v1.0_fin.xlsx
02 Preprocessed Electronic Product Sales Records _v1.0.xlsx
02 Preprocessed Electronic Product Sales Records _v1.0_fin.xlsx
03 Preprocessed Overtime Payroll Summary_v1.0.xlsx
03 Preprocessed Overtime Payroll Summary_v1.0_fin.xlsx
desktop.ini
06 Data Analysis
01 Statistical Analysis
01 Data and Descriptive Statistics_IQ_v1.0.xlsx
01 Data and Descriptive Statistics_IQ_v1.0_fin.xlsx
02 bootstrap experiment_simple coin_v1.0.xlsx
02 bootstrap experiment_simple coin_v1.0_fin.xlsx
03 bootstrap experiment_multi coin_v1.0.xls
03 bootstrap experiment_multi coin_v1.0_fin.xls
04 Sample Experiment_Premium Customer Purchase Data_v1.0.xlsx
04 Sample Experiment_Premium Customer Purchase Data_v1.0_fin.xlsx
05 Monte Carlo Simulation_Campaign Expected Revenue_v1.0.xlsx
05 Monte Carlo Simulation_Campaign Expected Revenue_v1.0_fin.xlsx
desktop.ini
02 Business Analysis
01 Business Analysis_v1.0_Preprocessing Required.xlsx
01 Business Analysis_v1.0_Preprocessing Required_fin.xlsx
02 Business Analysis_v1.0_Preprocessing Completed.xlsx
02 Business Analysis_v1.0_Preprocessing Completed_fin.xlsx
03 Business Analysis_Insight Generation_Base_Data_v1.0.xlsx
03 Business Analysis_Insight Generation_Base_Data_v1.0_fin.xlsx
04 Business Analysis_Insight Generation_Trend Analysis_BQ1_v1.0.xlsx
04 Business Analysis_Insight Generation_Trend Analysis_BQ1_v1.1.xlsx
05 Business Analysis_Insight Generation_Trend Analysis_BQ2_v1.0.xlsx
05 Business Analysis_Insight Generation_Trend Analysis_BQ2_v1.1.xlsx
06 Business Analysis_Insight Generation_Ranking Analysis_v1.0.xlsx
06 Business Analysis_Insight Generation_Ranking Analysis_v1.1.xlsx
07 Business Analysis_Insight Generation_Correlation Analysis_v1.0.xlsx
07 Business Analysis_Insight Generation_Correlation Analysis_v1.0_fin.xlsx
desktop.ini
desktop.ini
07 Data Visualization
01 Electronics Sales History_Data Visualization_v1.0.xlsx
01 Electronics Sales History_Data Visualization_v1.0_fin.xlsx
02 BI_Visualization_v1.0_fin.xlsx
desktop.ini
1. 001 Using PowerQuery in Excel 2013.mp4
1.1 Data literacy Textbook.pdf
2. 002 Using PowerQuery in Excel 2016.mp4
3. 003 Power BI Desktop.mp4
desktop.ini
10. Data Analysis Literacy
1. 901 Key Competencies in Data Analysis Literacy.mp4
11. Descriptive Statistics
1. 1001 Meaning of Data Summarization.mp4
2. 1002 Data and Descriptive Statistics.mp4
3. 1003 Introduction to Statistical Analysis Using Standard Deviation.mp4
4. 1004 Deriving Insights Using Statistical Analysis.mp4
5. 1005 Introduction to Probability Through Bootstrap Experiments.mp4
6. 1006 Understanding the Central Limit Theorem and Population Estimation.mp4
7. 1007 Estimating Customer Visit Frequency Using Sample Sampling.mp4
8. 1008 Estimating Expected Revenue Through Monte Carlo Simulation.mp4
12. Business Analysis
1. 1101 Data Analysis and Analysis Models.mp4
2. 1102 Performing Data Preprocessing and Basic Insight Extraction through EDA.mp4
3. 1103 Trend Analysis.mp4
4. 1104 Comparative Analysis and Ranking Analysis.mp4
5. 1105 Correlation Analysis.mp4
13. Service Analysis
1. 1201 Digital Services and Data.mp4
2. 1202 Analysis of Digital Services.mp4
3. 1203 Tools for Analyzing Digital Services.mp4
14. Data Visualization Literacy
1. 1301 Key Competencies in Data Visualization.mp4
2. 1302 Visualization Techniques for Summarizing Data.mp4
3. 1303 Introduction to Practical Data Visualization.mp4
4. 1304 Data Visualization by Analysis Tools.mp4
15. Data-Driven Business Strategy
1. 1401 Case Studies in Data-Driven Business.mp4
2. 1402 Case Studies in Data-Product Business.mp4
16. Data Literacy
1. 1501 Key Concepts of Data Literacy Summary.mp4
2. Mega Trends & Cases
1. 101 Walmart Cases.mp4
2. 102 Digital Transformation.mp4
3. Decision-Making and Data
1. 201 Intuitive Decision-Making and Data-Driven Decision-Making.mp4
2. 202 ConocoPhillips Case.mp4
3. 203 Data-driven decision model.mp4
4. 204 Examples of data-driven strategies.mp4
4. Data Literacy
1. 301 Data Literacy Capabilities.mp4
5. What is Data
1. 401 Data type Unstructured Data.mp4
2. 402 Data Type Structured Data.mp4
3. 403 DIKW Pyramid.mp4
6. Data Planning Literacy
1. 501 Core competencies in data planning literacy.mp4
2. 502 Data Science Process.mp4
3. 503 Set up BQ for decision making.mp4
4. 504 Data analysis model.mp4
5. 505 Customer Analysis with Analysis Model.mp4
6. 506 Analysis Model Establishment Strategy.mp4
7. 507 Analysis Objectives KPI Derivation Framework.mp4
7. Data collection literacy
1. 601 Collection Data Type.mp4
2. 602 Survey-based primary data collection.mp4
3. 603 Crawling Secondary Data Collection.mp4
4. 604 Collecting Digital Service Log Data.mp4
5. 605 Data tagging and labeling.mp4
8. Data Management Literacy
1. 701 Files and databases.mp4
2. 702 Data models and databases.mp4
9. Data Processing Literacy
1. 801 Data processing core competencies.mp4
2. 802 Preprocessing data understood as a case.mp4
3. 803 Use of pre-processing tools.mp4
Bonus Resources.txt
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