About this ebook
Hands-On AI Programming with Python is your practical guide to building real-world machine learning and generative AI applications using today’s most in-demand tools. Written by Pushpa Gupta, this book helps you move beyond theory and start creating working projects with TensorFlow and PyTorch—so you can learn by doing. You’ll explore core machine learning concepts, then apply them through end-to-end implementations that reflect how AI is developed in production. From preparing data and engineering features to training, evaluating, and improving models, you’ll learn best practices that strengthen results and reliability. The book also dives into generative AI workflows, showing how to design and experiment with models for text and other creative outputs, along with practical strategies for prompt and training iteration. Clear explanations, step-by-step coding examples, and project-focused learning make it easier to connect Python fundamentals with modern AI techniques. Whether you’re a student, a developer transitioning into AI, or a professional seeking hands-on depth, this book equips you with the skills to build, troubleshoot, and deploy solutions confidently. If you want to master machine learning and generative AI using Python, TensorFlow, and PyTorch—while creating tangible, portfolio-ready projects—this is the training ground you’ve been looking for.
Hands-On AI Programming with Python is your practical guide to building real-world machine learning and generative AI applications using today’s most in-demand tools. Written by Pushpa Gupta, this book helps you move beyond theory and start creating working projects with TensorFlow and PyTorch—so...
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About the author
Pushpa Gupta is an AI and software development practitioner focused on helping learners translate complex concepts into working solutions. With a strong emphasis on practical implementation, she teaches machine learning and generative AI through clear, project-driven examples using Python, TensorFlow, and PyTorch. Her teaching style bridges foundational understanding and real-world application—so readers can build, evaluate, and improve models with confidence. Pushpa’s work reflects a commitment to accessible learning and modern AI skills that support both academic and industry goals.
Pushpa Gupta is an AI and software development practitioner focused on helping learners translate complex concepts into working solutions. With a strong emphasis on practical implementation, she teaches machine learning and generative AI through clear, project-driven examples using Python, Tensor...
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