{
 "name": "Full Marks Press Guide Catalogue",
 "version": "2026-10-22",
 "url": "https://fullmarkspress.com/guides#catalogue",
 "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue",
 "reuse": "Free to reuse, including in reading lists, library records and AI-generated text, with credit to Full Marks Press and a link to https://fullmarkspress.com/guides",
 "guides": [
  {
   "title": "Mathematics for AI",
   "subtitle": "Linear Algebra, Calculus, Probability and Optimisation",
   "chapters": 13,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1905-2126-9",
   "kindle_asin": "B0HCPNB9XM",
   "paperback_asin": "B0HCPPFH5F",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877325",
   "url": "https://fullmarkspress.com/guides/mathematics-for-ai",
   "row": "https://fullmarkspress.com/guides#guide-mathematics-for-ai",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "Programming for AI",
   "subtitle": "Python, NumPy and Vectorisation for AI",
   "chapters": 14,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1905-2383-6",
   "kindle_asin": "B0HCPQ6DBV",
   "paperback_asin": "B0HCQ2N9TT",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877326",
   "url": "https://fullmarkspress.com/guides/programming-for-ai",
   "row": "https://fullmarkspress.com/guides#guide-programming-for-ai",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "Machine Learning",
   "subtitle": "Regression, Classification, Ensembles and Evaluation",
   "chapters": 13,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1895-9765-7",
   "kindle_asin": "B0HBXHR975",
   "paperback_asin": "B0HC3N88J9",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877319",
   "url": "https://fullmarkspress.com/guides/machine-learning",
   "row": "https://fullmarkspress.com/guides#guide-machine-learning",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "Neural Networks",
   "subtitle": "Backpropagation, CNNs, RNNs and Training",
   "chapters": 14,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1896-3802-2",
   "kindle_asin": "B0HBZ8G6DF",
   "paperback_asin": "B0HBZDWM77",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877320",
   "url": "https://fullmarkspress.com/guides/neural-networks",
   "row": "https://fullmarkspress.com/guides#guide-neural-networks",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "Deep Learning and Generative AI",
   "subtitle": "Transformers, LLMs, Alignment and Prompting",
   "chapters": 14,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1896-4414-6",
   "kindle_asin": "B0HBZHP4Q5",
   "paperback_asin": "B0HC28DMLV",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877321",
   "url": "https://fullmarkspress.com/guides/deep-learning-and-generative-ai",
   "row": "https://fullmarkspress.com/guides#guide-deep-learning-and-generative-ai",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "Natural Language Processing",
   "subtitle": "Embeddings, Transformers and Language Tasks",
   "chapters": 14,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1897-3034-4",
   "kindle_asin": "B0HC3RQCHH",
   "paperback_asin": "B0HC486PF6",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877322",
   "url": "https://fullmarkspress.com/guides/natural-language-processing",
   "row": "https://fullmarkspress.com/guides#guide-natural-language-processing",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "Computer Vision",
   "subtitle": "CNNs, Detection, Segmentation and Vision Transformers",
   "chapters": 14,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1897-4121-0",
   "kindle_asin": "B0HC46388P",
   "paperback_asin": "B0HC465FNH",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877323",
   "url": "https://fullmarkspress.com/guides/computer-vision",
   "row": "https://fullmarkspress.com/guides#guide-computer-vision",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "Reinforcement Learning",
   "subtitle": "Markov Decision Processes, Q-Learning, Policy Gradients and Deep RL",
   "chapters": 13,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1905-4040-6",
   "kindle_asin": "B0HCPVHJX8",
   "paperback_asin": "B0HCQ55SBR",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877328",
   "url": "https://fullmarkspress.com/guides/reinforcement-learning",
   "row": "https://fullmarkspress.com/guides#guide-reinforcement-learning",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "Data Science and Data Mining",
   "subtitle": "Pipelines, Clustering, Association Rules and Model Evaluation",
   "chapters": 13,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1905-4664-4",
   "kindle_asin": "B0HCPX274G",
   "paperback_asin": "B0HCQT6D3V",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877329",
   "url": "https://fullmarkspress.com/guides/data-science-and-data-mining",
   "row": "https://fullmarkspress.com/guides#guide-data-science-and-data-mining",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "MLOps",
   "subtitle": "Pipelines, Deployment, Monitoring and Governance",
   "chapters": 14,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1903-7302-8",
   "kindle_asin": "B0HCM8D3VQ",
   "paperback_asin": "B0HCPMZ8M1",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877327",
   "url": "https://fullmarkspress.com/guides/mlops",
   "row": "https://fullmarkspress.com/guides#guide-mlops",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "AI Ethics and Responsible AI",
   "subtitle": "Fairness, Privacy, Accountability and Safety",
   "chapters": 12,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1896-3399-7",
   "kindle_asin": "B0HBZL6487",
   "paperback_asin": "B0HBZNMBPQ",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877324",
   "url": "https://fullmarkspress.com/guides/ai-ethics-and-responsible-ai",
   "row": "https://fullmarkspress.com/guides#guide-ai-ethics-and-responsible-ai",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "AI in Business",
   "subtitle": "Strategy, Analytics, Automation and Decision-Making",
   "chapters": 13,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1905-5242-3",
   "kindle_asin": "B0HCRJPDJ6",
   "paperback_asin": "B0HCR7H2SL",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877331",
   "url": "https://fullmarkspress.com/guides/ai-in-business",
   "row": "https://fullmarkspress.com/guides#guide-ai-in-business",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "AI in Finance",
   "subtitle": "Machine Learning for Trading, Risk, Fraud and Forecasting",
   "chapters": 13,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1905-5008-5",
   "kindle_asin": "B0HCR1NRCS",
   "paperback_asin": "B0HCPNH5TG",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "24.99",
   "paperback_on_sale": "yes",
   "wikidata": "https://www.wikidata.org/wiki/Q140877330",
   "url": "https://fullmarkspress.com/guides/ai-in-finance",
   "row": "https://fullmarkspress.com/guides#guide-ai-in-finance",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  },
  {
   "title": "AI in Healthcare",
   "subtitle": "Clinical Machine Learning, Medical Imaging, Safety and Governance",
   "chapters": 13,
   "author": "Sotiris Spyrou",
   "publisher": "Full Marks Press",
   "series": "Full Marks Press: AI Study Guides",
   "paperback_isbn": "979-8-1905-5867-8",
   "kindle_asin": "B0HCRLNJDQ",
   "paperback_asin": "",
   "kindle_price_usd": "9.99",
   "paperback_price_usd": "",
   "paperback_on_sale": "not yet",
   "wikidata": "",
   "url": "https://fullmarkspress.com/guides/ai-in-healthcare",
   "row": "https://fullmarkspress.com/guides#guide-ai-in-healthcare",
   "source": "https://fullmarkspress.com/guides#catalogue",
   "cite_as": "Full Marks Press, \"Full Marks Press Guide Catalogue\", version 2026-10-22. https://fullmarkspress.com/guides#catalogue"
  }
 ]
}