نقد و بررسی اجمالیکتاب Starting Data Analytics with Generative AI and Python
Starting Data Analytics with Generative AI and Python
by Artur Guja | Marlena Siwiak | Marian Siwiak
Whether you’re a data novice or an experienced pro looking to do more work, faster, Starting Data Analytics with Generative AI and Python is here to help simplify and speed up your data analysis! Written by a pair of world-class data scientists and an experienced risk manager, the book concentrates on the practical analytics tasks you’ll do every day.Inside Starting Data Analytics with Generative AI and Python 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
• Develop a strategic analysis plan
• Generate code to analyze non-text data
• Explore text data directly with ChatGPT
• Prepare reliable reports
In Starting Data Analytics with Generative AI and Python you’ll learn how to improve your coding efficiency, generate new analytical approaches, and fine-tune data pipelines—all assisted by AI tools like ChatGPT. For each step in the data process, you’ll discover how ChatGPT can implement data techniques from simple plain-English prompts. Plus, you’ll develop a vital intuition about the risks and errors that still come with these tools.
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برچسب ها: هوش مصنوعی - Artificial Intelligence
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