The Comprehensive Beginner’s Guide to Understanding and Building Machine Learning Systems with Python Machine Learning with Python for Everyone, (PDF) will help you master the patterns, processes, and strategies you need to build useful learning systems, even if you’re a complete beginner. If you can write some Python code, this
Though the difficulties many students face when learning chemistry have been known and explored for years, there is no consent on how best to assist and assess their learning. Over the last ten years, the availability of a range of technological innovations that are aimed to improve student learning and
“A film is an art form with a language and an aesthetic all its own.” Since 1979 Kristin Thompson, David Bordwell, and now Co-Author Jeff Smith’s Film Art: An Introduction 12th edition (PDF) has been the most widely respected and the best-selling introduction to the unbiased analysis of cinema. Taking
Managing Universities (PDF) asks how modern universities are managed and organized, and questions whether 30 years of university reforms have led to stronger managerial structures and leadership control. Moreover, it asks whether current organizational and decision-making structures can be described by public reform policies. The ebook offers an empirically grounded,
Decolonizing and indigenous perspectives on education have long continued alongside colonial models of education, yet too often have been included within the fields of critical race theory, multiculturalism, and progressive education. Compelling and timely, Indigenous and Decolonizing Studies in Education, (PDF) features theory, research, and dynamic foundational readings for educational