Course curriculum

    1. A Message From The Instructor

    2. How To Navigate The Course

    1. Data Analytics Overview

    2. Machine Learning Overview

    3. Data vs. Information

    4. Exploring: Data Analyst vs Data Scientist

    5. The Role of Databases

    6. The Importance of Clean Data

    7. Video: Data Cleaning Overview

    8. Video: Cleaning Raw Data In Excel

    9. Video: Converting Text to Columns Wizard in Excel

    10. Tips and Techniques for Data Cleaning

    11. Video: Data Sources

    12. List of Valuable Data Sources

    13. Test Your Learning

    14. Key Terms To Know

    1. Descriptive And Inferential Statistics

    2. Comparison of Descriptive And Inferential Statistics

    3. Video: Descriptive and Inferential Statistics

    4. Video: Descriptive Statistics - Mean, Median and Mode

    5. Test Your Learning

    6. Assignment

    1. Graphing and Plotting Data

    2. Video: Generating Visualizations of Your Data

    3. Column Chart

    4. Line Chart

    5. Pie Chart

    6. Histogram

    7. Box & Whisker Plot

    8. Test Your Learning

    9. Assignment: Creating Visualizations

    1. Correlation

    2. Calculating Correlation

    3. Test Your Learning

    4. Assignment: Calculating Correlation

    1. Single Variable (Simple) Linear Regression

    2. Calculating Simple Linear Regression

    3. Test Your Learning

    4. Assignment: Create A Copier Sales Forecast Model Using Linear Regression

About this course

  • $39.00
  • 45 lessons
  • 0 hours of video content