{"product_id":"advanced-data-science-and-analytics-with-python-book-jes-rogel-salazar-9781041103608","title":"Advanced Data Science and Analytics with Python","description":"\u003cp\u003eThe second edition of \u003ci\u003eAdvanced Data Science and Analytics with Python\u003c\/i\u003e reflects the rapid transformation of artificial intelligence in recent years. While preserving its practical, modular structure, this edition significantly expands coverage of the techniques shaping modern AI practice.\u003c\/p\u003e\u003cp\u003eThe deep learning chapter has been substantially broadened to include reinforcement learning and generative adversarial networks, alongside a fully developed exploration of transformer architectures. Generative AI now takes centre stage, with dedicated coverage of self-attention, BERT, GPT, large language model evaluation and API-based interaction. Emerging agentic systems are introduced as part of the evolving AI landscape. Natural language processing has been enhanced with word embeddings, contextual representations and vector search, while network analysis now includes graph representation learning and embedding techniques. The chapter on data product deployment has been strengthened with modern Core ML workflows and new coverage of on-device Foundation Models, bridging experimentation and production.\u003c\/p\u003e\u003cp\u003eFully updated for the contemporary Python ecosystem, this edition equips practitioners with the tools and architectural understanding required to design, build and deploy intelligent systems in today’s AI-driven world.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eJesús Rogel-Salazar\u003c\/strong\u003e is a lead data scientist, founder of RogueLoop, working for companies such as Ortus Technologies, Tympa Health Technologies, Barclays, AKQA, IBM Data Science Studio and Dow Jones. He is a visiting researcher at the Imperial College Business School, UK and a member of the School of Physics, Astronomy and Mathematics at the University of Hertfordshire, UK. \u003c\/p\u003e","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":53208646156561,"sku":"NGR9781041103608","price":379.19,"currency_code":"AUD","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":54236371157265,"sku":"NLS9781041103608","price":398.59,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781041103608.jpg?v=1786442695","url":"https:\/\/www.worldofbooks.com\/en-au\/products\/advanced-data-science-and-analytics-with-python-book-jes-rogel-salazar-9781041103608","provider":"World of Books ","version":"1.0","type":"link"}