Computing Descriptive Statistics Using Prompt Engineering

Generative AI    |    Beginner
  • 9 videos | 1h 24m 18s
  • Includes Assessment
  • Earns a Badge
Statistics is a branch of mathematics that involves the collection, analysis, interpretation, presentation, and organization of data. It provides a framework for making inferences and drawing generalizable conclusions from observed information and it offers great tools to uncover patterns, trends, and relationships within datasets. Begin this course by exploring two important types of statistics - descriptive and inferential statistics. Next, learn how to compute and interpret descriptive statistics in code, including measures of central tendency and dispersion, mean and median, and range. Then use generative artificial intelligence (AI) tools to help interpret visualizations and understand the nuance between the different statistical measures and when you would choose to use them. After completing this course, you will have a solid understanding of how to calculate, interpret, and visualize descriptive statistics using Python and be able to leverage prompt engineering to help with implementation and interpretation.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Use prompt engineering to learn about statistics and machine learning
    Set up and use generative artificial intelligence (ai) chatbots
    Compute mean and median in python using prompt engineering
    Interpret images with generative ai
  • Calculate range and interquartile range
    Calculate variance and standard deviation
    Interpret skewness and kurtosis using ai chatbots
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 54s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 11m 43s
    After completing this video, you will be able to use prompt engineering to learn about statistics and machine learning. FREE ACCESS
  • Locked
    3.  Setting up Generative AI Assistants
    12m 51s
    During this video, you will learn how to set up and use generative artificial intelligence (AI) chatbots. FREE ACCESS
  • Locked
    4.  Computing Mean and Median with Generative AI's Help
    11m 38s
    In this video, discover how to compute mean and median in Python using prompt engineering. FREE ACCESS
  • Locked
    5.  Prompt Engineering for Explanations and Image Interpretation
    13m 18s
    Find out how to interpret images with generative AI. FREE ACCESS
  • Locked
    6.  Computing Range and Interquartile Range
    6m 44s
    Learn how to calculate range and interquartile range. FREE ACCESS
  • Locked
    7.  Computing Variance and Standard Deviation with ChatGPT's Help
    11m 7s
    During this video, discover how to calculate variance and standard deviation. FREE ACCESS
  • Locked
    8.  Interpreting Measures of Shape Using Prompt Engineering
    12m 25s
    In this video, you will learn how to interpret skewness and kurtosis using AI chatbots. FREE ACCESS
  • Locked
    9.  Course Summary
    2m 39s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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