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Python Simplified with Generative AI

Hands-on Python development with GenAI tools integrating data science and web interfaces

Duc T. Haba Ashley R. Haba

$102.95   $82.64

Paperback

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English
BPB Publications
26 February 2025
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.
By:   ,
Imprint:   BPB Publications
Dimensions:   Height: 235mm,  Width: 191mm, 
ISBN:   9789365899337
ISBN 10:   9365899338
Pages:   318
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

From a researcher at Xerox PARC, Oracle, RRKidz, and Cognizant to becoming a founder of mobile and AI startups, Duc T. Haba is a world-class AI thought leader and Chief AI Officer. Ashley R. Haba is a senior communication major at Santa Clara University with the goal of learning something new each day. She is minoring in creative writing and has a love for poetry and short-form fiction. Moreover, she enjoys knitting, weightlifting, and trying new foods.

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