Build Your Own AI - Real World Projects with Open Source AI

A unique approach to building trustworthy AI systems with open-source tools, combining hands-on projects, real-world relevance, and a focus on innovation and collaboration.


Clear, jargon-free explanations will walk you through libraries like PyTorch, TensorFlow, and Keras as you build classifiers, character predictors, and digit recognizers. You’ll also explore advanced topics like MLOps, AI security, and responsible AI development, putting tools such as Hugging Face, LangChain, CrewAI, ANOVA, and SHAP into action.

Through hands-on projects like predicting superhero feats, generating story plotlines, and crafting and detecting deepfakes, you’ll combine technical insight with imaginative exploration. You’ll even build a trivia game powered by agentic bots using top-tier models like LLaMA, Whisper, and Stable Diffusion.

By the end, you’ll know how to build and deploy AI systems and be ready to confidently join the global open-source AI movement. Walk through that door today with

Product details

• Authors: Jerry Cuomo, Jose De Jesus, José De Jesús
• Publisher: No Starch Press
• Languages: English
• Product format: Paperback / Softback
• Release: 14.07.2026
• EAN: 9781718504622
• ISBN: 978-1-71850-462-2
• No. of pages: 360
• Subjects: machine learning, Expert systems / knowledge-based systems, Programming & scripting languages: general, COMPUTERS / Data Science / Machine Learning, Programming and scripting languages: general, COMPUTERS / Artificial Intelligence / Expert Systems, COMPUTERS / Languages / Python