Starting Data Analytics with Generative AI and Python

Starting Data Analytics with Generative AI and Python

Starting Data Analytics with Generative AI and Python

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Published: 10 December, 2024
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Description

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.

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More Details

Type Book
ISBN13 9781633437210
ISBN10 1633437213
Number Of Pages 360
Item Weight 640 g
Product Dimensions 185 x 235 x 19 mm
Publisher / Reseller Manning Publications
Format paperback
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Author's Bio

About the Author

Artur Guja is a risk manager, computer scientist, systems developer, and financial markets professional with over 20 years of experience in the banking sector, delivering safe and practical solutions across IT, risk management, and financial product trading.

Dr. Marlena Siwiak is an experienced data scientist and bioinformatician with a comprehensive scientific background who gained experience in developing business data applications. An individual who knows how to use both numbers and words.

Dr. Marian Siwiak is a data scientist and strategist with a track record of using data knowledge and managerial experience to successfully deliver multimillion IT, scientific and technical projects covering various areas, from life sciences to robotics.

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