Manning Publications Hardback English
Starting Data Analytics with Generative AI and Python
By Artur Guja
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Combine the best of human data analysis with the power of AI and ChatGPT. Generative AI for Data Analytics teaches you how to accelerate essential data analytics tasks using ChatGPT. You'll learn how to: Write great prompts for ChatGPT Perform end-to-end descriptive analytics Set up an AI-friendly data analytics environment Evaluate the quality of your data Developing a strategic analysis plan Generate code to analyze non-text data Explore text data directly with ChatGPT Prepare reliable reports About the technology Generative Pre-trained Transformer (GPT) AI models like ChatGPT can turbocharge your analytical workflow by generating insights in minutes that might otherwise take hours or days of work and research. A data analyst can use ChatGPT for a huge variety of tasks, including planning and designing analyses, generating code-based solutions, and selecting statistical tools.
Combine the best of human data analysis with the power of AI and ChatGPT.
Generative AI for Data Analytics teaches you how to accelerate essential data analytics tasks using ChatGPT. You'll learn how to:
Write great prompts for ChatGPT
Perform end-to-end descriptive analytics
Set up an AI-friendly data analytics environment
Evaluate the quality of your data
Developing a strategic analysis plan
Generate code to analyze non-text data
Explore text data directly with ChatGPT
Prepare reliable reports
About the technology
Generative Pre-trained Transformer (GPT) AI models like ChatGPT can turbocharge your analytical workflow by generating insights in minutes that might otherwise take hours or days of work and research. A data analyst can use ChatGPT for a huge variety of tasks, including planning and designing analyses, generating code-based solutions, and selecting statistical tools.