Udemy - Data Literacy - An Ultimate Guide to Digital transformati...

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 1.6 GB
  • Uploaded By freecoursewb
  • Downloads 181
  • Last checked 1 week ago
  • Date uploaded 2 years ago
  • Seeders 7
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Infohash : E8AFC043D81DF922C6F7D8AE6FE0986A1C37CEB3



Data Literacy : An Ultimate Guide to Digital transformation

https://DevCourseWeb.com

Published 1/2024
Created by λ§ˆμ†ŒμΊ νΌμŠ€ Masocampus
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 54 Lectures ( 3h 4m ) | Size: 1.55 GB

Learn Essential Data Skills : Data Science, Data Analysis, Data Visualization, Web Scraping, Excel, Google Analytics

What you'll learn:
Learn data analysis techniques using Excel, a tool commonly used in the workplace.
Learn how to create visualizations that suit your data.
Improve problem-solving and persuasive skills through data analysis.
Enhance practical skills by working directly with real datasets in hands-on exercises.

Requirements:
As the course emphasizes hands-on practice, having dual monitors or an additional device to separate the lecture and practical screens would be beneficial.
Since the practical sessions are conducted on a Windows OS, it is recommended to attend the lectures in a Windows environment.
No prior knowledge of data analysis is required.
Having knowledge of Excel can be helpful, but it is not a prerequisite.

Files:

[ DevCourseWeb.com ] Udemy - Data Literacy - An Ultimate Guide to Digital transformation
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Setting up the practical environment 01 Data and Decision-Making
    • 01 Data-Driven Strategy Formulation for Baverage Company_v1.0_fin.xlsx (34.4 KB)
    • 01 Data-Driven Strategy Formulation for Baverage Company_v1.1.xlsx (21.8 KB)
    • desktop.ini (0.2 KB)
    02 What Is Data
    • 01 Data's digitization_v1.0.xlsx (40.3 KB)
    • 01 Data's digitization_v1.0_fin.xlsx (40.3 KB)
    • desktop.ini (0.2 KB)
    03 Data Planning
    • 01 Customer Segmentation_Customer Grade Analysis_v1.0.xlsx (225.8 KB)
    • 01 Customer Segmentation_Customer Grade Analysis_v1.0_fin.xlsx (327.8 KB)
    • 02 Deriving KPIs using the Balanced Scorecard Framework_v1.0.xlsx (1.6 MB)
    • 02 Deriving KPIs using the Balanced Scorecard Framework_v1.0_fin.xlsx (1.6 MB)
    • desktop.ini (0.2 KB)
    04 Data Collection and Management 00 File
    • File1.txt (0.1 KB)
    • File2.txt (0.1 KB)
    • File3.txt (0.1 KB)
    • desktop.ini (0.2 KB)
    • 01 Data Crawling_v1.0.xlsx (328.7 KB)
    • 01 Data Crawling_v1.0_fin.xlsx (341.4 KB)
    • 02 File and DB_v1.0.xlsx (229.2 KB)
    • 02 File and DB_v1.0_fin.xlsx (313.9 KB)
    • 03 Data models and data modeling_v1.0.xlsx (340.9 KB)
    • 03 Data models and data modeling_v1.0_fin.xlsx (365.2 KB)
    • 04 Sales Management_v1.0_fin.xlsx (362.0 KB)
    • desktop.ini (0.2 KB)
    • ~$04 Sample Experiment_Premium Customer Purchase Data_v1.0_fin.xlsx (0.2 KB)
      • 05 Data Processing
      • 01 Table Format Data_v1.0.xlsx (17.8 KB)
      • 01 Table Format Data_v1.0_fin.xlsx (17.8 KB)
      • 02 Preprocessed Electronic Product Sales Records _v1.0.xlsx (72.1 KB)
      • 02 Preprocessed Electronic Product Sales Records _v1.0_fin.xlsx (80.0 KB)
      • 03 Preprocessed Overtime Payroll Summary_v1.0.xlsx (11.3 KB)
      • 03 Preprocessed Overtime Payroll Summary_v1.0_fin.xlsx (29.0 KB)
      • desktop.ini (0.2 KB)
      06 Data Analysis 01 Statistical Analysis
      • 01 Data and Descriptive Statistics_IQ_v1.0.xlsx (207.5 KB)
      • 01 Data and Descriptive Statistics_IQ_v1.0_fin.xlsx (217.4 KB)
      • 02 bootstrap experiment_simple coin_v1.0.xlsx (578.9 KB)
      • 02 bootstrap experiment_simple coin_v1.0_fin.xlsx (579.0 KB)
      • 03 bootstrap experiment_multi coin_v1.0.xls (17.8 MB)
      • 03 bootstrap experiment_multi coin_v1.0_fin.xls (17.9 MB)
      • 04 Sample Experiment_Premium Customer Purchase Data_v1.0.xlsx (503.7 KB)
      • 04 Sample Experiment_Premium Customer Purchase Data_v1.0_fin.xlsx (1.1 MB)
      • 05 Monte Carlo Simulation_Campaign Expected Revenue_v1.0.xlsx (85.5 KB)
      • 05 Monte Carlo Simulation_Campaign Expected Revenue_v1.0_fin.xlsx (143.6 KB)
      • desktop.ini (0.2 KB)
      02 Business Analysis
      • 01 Business Analysis_v1.0_Preprocessing Required.xlsx (2.0 MB)
      • 01 Business Analysis_v1.0_Preprocessing Required_fin.xlsx (3.2 MB)
      • 02 Business Analysis_v1.0_Preprocessing Completed.xlsx (5.0 MB)
      • 02 Business Analysis_v1.0_Preprocessing Completed_fin.xlsx (5.9 MB)
      • 03 Business Analysis_Insight Generation_Base_Data_v1.0.xlsx (1.0 MB)
      • 03 Business Analysis_Insight Generation_Base_Data_v1.0_fin.xlsx (1.0 MB)
      • 04 Business Analysis_Insight Generation_Trend Analysis_BQ1_v1.0.xlsx (1.4 MB)
      • 04 Business Analysis_Insight Generation_Trend Analysis_BQ1_v1.1.xlsx (1.3 MB)
      • 05 Business Analysis_Insight Generation_Trend Analysis_BQ2_v1.0.xlsx (1.2 MB)
      • 05 Business Analysis_Insight Generation_Trend Analysis_BQ2_v1.1.xlsx (1.2 MB)
      • 06 Business Analysis_Insight Generation_Ranking Analysis_v1.0.xlsx (1.2 MB)
      • 06 Business Analysis_Insight Generation_Ranking Analysis_v1.1.xlsx (1.2 MB)
      • 07 Business Analysis_Insight Generation_Correlation Analysis_v1.0.xlsx (1.5 MB)
      • 07 Business Analysis_Insight Generation_Correlation Analysis_v1.0_fin.xlsx (1.5 MB)
      • desktop.ini (0.2 KB)
      • desktop.ini (0.2 KB)
        • 07 Data Visualization
        • 01 Electronics Sales History_Data Visualization_v1.0.xlsx (72.7 KB)
        • 01 Electronics Sales History_Data Visualization_v1.0_fin.xlsx (116.3 KB)
        • 02 BI_Visualization_v1.0_fin.xlsx (1.6 MB)
        • desktop.ini (0.2 KB)
        • 1. 001 Using PowerQuery in Excel 2013.mp4 (12.6 MB)
        • 1.1 Data literacy Textbook.pdf (8.1 MB)
        • 2. 002 Using PowerQuery in Excel 2016.mp4 (2.5 MB)
        • 3. 003 Power BI Desktop.mp4 (16.8 MB)
        • desktop.ini (0.2 KB)
          • 10. Data Analysis Literacy
          • 1. 901 Key Competencies in Data Analysis Literacy.mp4 (31.7 MB)
          11. Descriptive Statistics
          • 1. 1001 Meaning of Data Summarization.mp4 (10.3 MB)
          • 2. 1002 Data and Descriptive Statistics.mp4 (39.7 MB)
          • 3. 1003 Introduction to Statistical Analysis Using Standard Deviation.mp4 (16.4 MB)
          • 4. 1004 Deriving Insights Using Statistical Analysis.mp4 (53.0 MB)
          • 5. 1005 Introduction to Probability Through Bootstrap Experiments.mp4 (38.4 MB)
          • 6. 1006 Understanding the Central Limit Theorem and Population Estimation.mp4 (31.4 MB)
          • 7. 1007 Estimating Customer Visit Frequency Using Sample Sampling.mp4 (55.1 MB)
          • 8. 1008 Estimating Expected Revenue Through Monte Carlo Simulation.mp4 (28.2 MB)
          12. Business Analysis
          • 1. 1101 Data Analysis and Analysis Models.mp4 (8.3 MB)
          • 2. 1102 Performing Data Preprocessing and Basic Insight Extraction through EDA.mp4 (53.8 MB)
          • 3. 1103 Trend Analysis.mp4 (78.6 MB)
          • 4. 1104 Comparative Analysis and Ranking Analysis.mp4 (22.4 MB)
          • 5. 1105 Correlation Analysis.mp4 (48.9 MB)
          13. Service Analysis
          • 1. 1201 Digital Services and Data.mp4 (13.6 MB)
          • 2. 1202 Analysis of Digital Services.mp4 (34.0 MB)
          • 3. 1203 Tools for Analyzing Digital Services.mp4 (22.0 MB)
          14. Data Visualization Literacy
          • 1. 1301 Key Competencies in Data Visualization.mp4 (64.4 MB)
          • 2. 1302 Visualization Techniques for Summarizing Data.mp4 (19.8 MB)
          • 3. 1303 Introduction to Practical Data Visualization.mp4 (52.1 MB)
          • 4. 1304 Data Visualization by Analysis Tools.mp4 (10.0 MB)
          15. Data-Driven Business Strategy
          • 1. 1401 Case Studies in Data-Driven Business.mp4 (18.1 MB)
          • 2. 1402 Case Studies in Data-Product Business.mp4 (16.7 MB)
          16. Data Literacy
          • 1. 1501 Key Concepts of Data Literacy Summary.mp4 (36.3 MB)
          2. Mega Trends & Cases
          • 1. 101 Walmart Cases.mp4 (50.3 MB)
          • 2. 102 Digital Transformation.mp4 (39.7 MB)
          3. Decision-Making and Data
          • 1. 201 Intuitive Decision-Making and Data-Driven Decision-Making.mp4 (27.0 MB)
          • 2. 202 ConocoPhillips Case.mp4 (11.5 MB)
          • 3. 203 Data-driven decision model.mp4 (15.8 MB)
          • 4. 204 Examples of data-driven strategies.mp4 (30.2 MB)
          4. Data Literacy
          • 1. 301 Data Literacy Capabilities.mp4 (12.6 MB)
          5. What is Data
          • 1. 401 Data type Unstructured Data.mp4 (9.2 MB)
          • 2. 402 Data Type Structured Data.mp4 (29.0 MB)
          • 3. 403 DIKW Pyramid.mp4 (18.6 MB)
          6. Data Planning Literacy
          • 1. 501 Core competencies in data planning literacy.mp4 (16.8 MB)
          • 2. 502 Data Science Process.mp4 (18.4 MB)
          • 3. 503 Set up BQ for decision making.mp4 (15.3 MB)
          • 4. 504 Data analysis model.mp4 (20.0 MB)
          • 5. 505 Customer Analysis with Analysis Model.mp4 (58.8 MB)
          • 6. 506 Analysis Model Establishment Strategy.mp4 (14.8 MB)
          • 7. 507 Analysis Objectives KPI Derivation Framework.mp4 (23.0 MB)
          7. Data collection literacy
          • 1. 601 Collection Data Type.mp4 (12.2 MB)
          • 2. 602 Survey-based primary data collection.mp4 (25.8 MB)
          • 3. 603 Crawling Secondary Data Collection.mp4 (24.2 MB)
          • 4. 604 Collecting Digital Service Log Data.mp4 (31.4 MB)
          • 5. 605 Data tagging and labeling.mp4 (13.0 MB)
          8. Data Management Literacy
          • 1. 701 Files and databases.mp4 (31.6 MB)
          • 2. 702 Data models and databases.mp4 (62.7 MB)
          9. Data Processing Literacy
          • 1. 801 Data processing core competencies.mp4 (26.2 MB)
          • 2. 802 Preprocessing data understood as a case.mp4 (45.1 MB)
          • 3. 803 Use of pre-processing tools.mp4 (25.6 MB)
          • Bonus Resources.txt (0.4 KB)

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