Introduction to Datafication: Implement Datafication Using AI and ML Algorithms
商品資訊
ISBN13：9781484294956
出版社：Apress
作者：Shivakumar R. Goniwada
出版日：2023/06/25
裝訂：平裝
商品簡介
Datafication is becoming increasingly prevalent in areas of our lives, including business, healthcare, education, and finance. it has the potential to improve decision-making by providing insights into patterns, trends, and correlation. This book explains the evolution, principles, and patterns of datafication used in our day-to-day activities. It covers how to get the data from a variety of sources, using technologies such as edge, streaming techniques, REST, and frameworks, and gives you details about data cleansing and data lineage. A data analysis framework guides you in designing and developing AI and ML projects, including the details of sentiment and behavioral analytics.
The book teaches you how to engineer AI and ML projects by using various methodologies, covers the security mechanisms to be applied for datafication, and shows you how to govern the datafication process with a well-defined governance framework.
- What are the principles and patterns to be adopted for datafication?
- What data analytics algorithms are available to use for datafication?
- How are techniques for sourcing and mining data used and for sharing data with the data pipeline?
- What AI and ML algorithms are suitable for datafication?
- What is the detailed data analysis framework used in every AI and ML project?
- What are the details of sentiment and behavioral analytics (with code and models)?
- What are the development methodologies to use for datafication engineering? And for the related security and governance framework?
Who This Book Is For
Students, data scientists, data analysts, and AI and ML engineers
購物須知
外文書商品之書封，為出版社提供之樣本。實際出貨商品，以出版社所提供之現有版本為主。部份書籍，因出版社供應狀況特殊，匯率將依實際狀況做調整。
無庫存之商品，在您完成訂單程序之後，將以空運的方式為你下單調貨。為了縮短等待的時間，建議您將外文書與其他商品分開下單，以獲得最快的取貨速度，平均調貨時間為1~2個月。
為了保護您的權益，「三民網路書店」提供會員七日商品鑑賞期(收到商品為起始日)。
若要辦理退貨，請在商品鑑賞期內寄回，且商品必須是全新狀態與完整包裝(商品、附件、發票、隨貨贈品等)否則恕不接受退貨。