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Ashley R. Haba

Python Simplified with Generative AI: Hands-on Python development with GenAI tools integrating data science and web interfaces

Python Simplified with Generative AI: Hands-on Python development with GenAI tools integrating data science and web interfaces

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  • Condition: Brand new
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  • More about Python Simplified with Generative AI: Hands-on Python development with GenAI tools integrating data science and web interfaces
The book begins with fundamental GenAI concepts, including GPT-4 and Gemini, and mastering prompt engineering for optimal GenAI interaction. Instead of starting with technical details like algorithms and syntax, it introduces coding through interactive, practical Python Jupyter Notebooks and Google Colab projects. Readers will learn Python code with a calculator application, explore fundamental sorting algorithms, and manipulate data using Pandas. The book then explores advanced ML through CNN image classification with Fast.ai, and deploying AI models as web applications using Hugging Face and Gradio. It also addresses critical ethical considerations in AI, focusing on fairness and bias, and provides career guidance for modern programmers. Moreover, this book takes a fresh approach to learning by prioritizing exploration and creativity, much like the way Gen Z engage with games, apps, and hands-on activities.
  • Publication date: 25 April 2025
  • Page count: 318
  • Dimensions: Height 235 mm; Width 191 mm
  • Publisher: BPB Publications
  • Format: Paperback
  • ISBN-13: 9789365899337

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