In today’s data-driven world, businesses and industries constantly seek insights to drive innovation, enhance decision-making, and stay ahead of the curve. Data science is not just a skill but a superpower that empowers you to extract meaningful patterns and knowledge from raw data, unlocking limitless opportunities. The theme of data science is to tell a story from data. There are many tools to help you build a narrative, but you should be focused on something other than the tool since the end is more important than the means. If you are a beginner, how should you embark on data science? You can learn many models, read many examples, and eventually gain the right mindset to handle a data science project. You can also learn the data science mindset first and then learn models that fit the picture when needed. The Beginner’s Guide to Data Science is your gateway to learn the data science mindset from examples. This ebook is written in the engaging and approachable style you are familiar with from Machine Learning Mastery. Discover exactly how to start and what the thought process is in dealing with a data science project.

Kukulcan's Realm chronicles the fabric of socioeconomic relationships and religious practice that bound the Postclassic Maya city of Mayapán's urban residents together for nearly three centuries. Presenting results of ten years of household archaeology at the city, including field research and laboratory analysis, the book discusses the social, political, economic, and ideological makeup of this complex urban center. Masson and Peraza Lope's detailed overview provides evidence of a vibrant market economy that played a critical role in the city's political and economic success. They offer new perspectives from the homes of governing elites, secondary administrators, affluent artisans, and poorer members of the service industries. Household occupational specialists depended on regional trade for basic provisions that were essential to crafting industries, sustenance, and quality of life. Settlement patterns reveal intricate relationships of households with neighbors, garden plots, cultivable fields, thoroughfares, and resources. Urban planning endeavored to unite the cityscape and to integrate a pluralistic populace that derived from hometowns across the Yucatán peninsula. New data from Mayapán, the pinnacle of Postclassic Maya society, contribute to a paradigm change regarding the evolution and organization of Maya society in general and make Kukulcan's Realm a must-read for students and scholars of the ancient Maya and Mesoamerica.

Kukulkan's Realm chronicles the fabric of socioeconomic relationships and religious practice that bound the Postclassic Maya city of Mayapán's urban residents together for nearly three centuries. Presenting results of ten years of household archaeology at the city, including field research and laboratory analysis, the book discusses the social, political, economic, and ideological makeup of this complex urban center. Masson and Peraza Lope's detailed overview provides evidence of a vibrant market economy that played a critical role in the city's political and economic success. They offer new perspectives from the homes of governing elites, secondary administrators, affluent artisans, and poorer members of the service industries. Household occupational specialists depended on regional trade for basic provisions that were essential to crafting industries, sustenance, and quality of life. Settlement patterns reveal intricate relationships of households with neighbors, garden plots, cultivable fields, thoroughfares, and resources. Urban planning endeavored to unite the cityscape and to integrate a pluralistic populace that derived from hometowns across the Yucatán peninsula. New data from Mayapán, the pinnacle of Postclassic Maya society, contribute to a paradigm change regarding the evolution and organization of Maya society in general and make Kukulkan's Realm a must-read for students and scholars of the ancient Maya and Mesoamerica.