Data Analytics Principles Tools & Practices
Material type: TextLanguage: English Publication details: New Delhi : Bpb Publications, 2022Description: 398ISBN:- 9789388511957
- 005.74 ARO
Item type | Current library | Collection | Call number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|---|
Book | Alliance College of Engineering and Design | CSE & IT | 005.74 ARO (Browse shelf(Opens below)) | Checked out | 03/01/2025 | E11992 | ||
Book | Alliance School of Liberal Arts | 005.74 ARO (Browse shelf(Opens below)) | Checked out | 18/01/2025 | LA01282 |
The book "Data Analytics: Principles, Tools, and Practices" can be considered a handbook or a guide for professionals who want to start their journey in the field of data science. The journey starts with the introduction of DBMS, RDBMS, NoSQL, and DocumentDB. The book introduces the essentials of data science and the modern ecosystem, including the important steps such as data ingestion, data munging, and visualization. The book covers the different types of analysis, different Hadoop ecosystem tools like Apache Spark, Apache Hive, R, MapReduce, and NoSQL Database. It also includes the different machine learning techniques that are useful for data analytics and how to visualize data with different graphs and charts. The book discusses useful tools and approaches for data analytics, supported by concrete code examples. After reading this book, you will be motivated to explore real data analytics and make use of the acquired knowledge on databases, BI/DW, data visualization, Big Data tools, and statistical science
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