Starting Data Analytics with Generative AI and Python
Manning Publications (Verlag)
978-1-63343-721-0 (ISBN)
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.
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.
| Erscheinungsdatum | 04.10.2024 |
|---|---|
| Verlagsort | New York |
| Sprache | englisch |
| Maße | 185 x 235 mm |
| Gewicht | 640 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| ISBN-10 | 1-63343-721-3 / 1633437213 |
| ISBN-13 | 978-1-63343-721-0 / 9781633437210 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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