Analyzing Data with GPT4: Are Data Analysts Doomed?

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  • Опубліковано 1 чер 2024
  • In this video, I’m going to show you how GPT-4 is capable of doing actual data analysis and extracting valuable insights from data. We're going to ask ChatGPT to analyze ecommerce data and make a comparison between GPT-3.5 and GPT-4.
    For an overview of how to predict CLV check out this video
    • Measuring Customer Lif...
    ▬▬▬▬▬▬ V I D E O C H A P T E R S & T I M E S T A M P S ▬▬▬▬▬▬
    0:00 Introduction and overview
    0:38 GPT-3.5 generates high-level insights from data
    1:25 GPT-3.5 calculates AOV
    1:50 GPT-3.5 is asked to return a list of orders
    2:10 GPT-3.5 is asked to calculate CLV
    2:55 GPT-4 generates high-level insights from data
    3:40 GPT-4 is asked to put orders in a table
    4:20 GPT-4 is asked to calculate CLV
    5:02 GPT-4 is asked about predicting future CLV
    8:40 What are the implications for data analysts?
  • Наука та технологія

КОМЕНТАРІ • 10

  • @4p4k
    @4p4k Рік тому +3

    I work at Disney. No upper management would approve sending over company data to open ai for processing. This will have to run on a local system.

    • @zyvex128
      @zyvex128 Рік тому +2

      It’s gonna be easy to spin up your own open source LLM website as powerful as gpt4 in the next 6 months. AWS is one player going to benefit the most from this space.

  • @angelo3108
    @angelo3108 Рік тому

    Another wonderful video. How long would creating this analytics app take? you made it look easy, yet again!

  • @rotormeeeeeeee
    @rotormeeeeeeee Рік тому

    Excellent video!
    👍

  • @gridplan
    @gridplan Рік тому

    Doesn't this approach only take one so far? Isn't there a practical upper limit to how much raw data one can paste into the prompt?

  • @OneOfTheAndrews
    @OneOfTheAndrews Рік тому

    I wonder how embeddings would handle this type of data for a vector database....

  • @AssassinUK
    @AssassinUK Рік тому

    GPT 3.5 turbo has a smaller memory than GPT 4. This is why 3.5 forgot the data you gave it as it had too much to remember for the size of memory it has.

  • @garygerigorian8481
    @garygerigorian8481 Рік тому

    dude holy shit

  • @shubhmishra66
    @shubhmishra66 Рік тому +1

    Every profession is crushed bro... Nothing can beat AI..
    So relax, do what u can in whatver profession u r in or do some perennial business