Build Your Own AI (eBook, ePUB)
Real World Projects with Open Source AI
Erscheint vor. 14.07.26
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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. Build Your Own AI is your practical, creative guide to building ethical and impactful AI systems using today's most powerful open-source tools. 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 ...
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. Build Your Own AI is your practical, creative guide to building ethical and impactful AI systems using today's most powerful open-source tools. 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 Build Your Own AI.
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