BCDS051 Business Intelligence and Analytics Syllabus
AKTU B.Tech · 3rd Year · Unit-wise syllabus (effective 2024-25)
BCDS051 Business Intelligence and Analytics (also written as KCDS051) is a subject in the 3rd year of the AKTU B.Tech programme, prescribed by Dr. A.P.J. Abdul Kalam Technical University. The syllabus is divided into 5 units: IMPLEMENTATION OF BI. The complete unit-wise topic list, course outcomes and reference books are given below, taken from the official AKTU syllabus effective from 2024-25.
BCDS051 Subject Details
| Subject Code | BCDS051 / KCDS051 |
|---|---|
| Subject Name | Business Intelligence and Analytics |
| University | Dr. A.P.J. Abdul Kalam Technical University (AKTU) |
| Course | B.Tech (Bachelor of Technology) |
| Year / Semester | 3rd Year |
| Total Units | 5 |
| Scheme Effective From | 2024-25 |
| Last Verified | 2026-08-19 |
BCDS051 Business Intelligence and Analytics Unit-Wise Syllabus
Official AKTU syllabus (effective 2024-25) — 5 units.
Unit 1
BUSINESS INTELLIGENCE – INTRODUCTION: Introduction - History and Evolution: Effective and Timely decisions, Data Information and Knowledge, Architectural Representation, Role of mathematical Models, Real Time Business Intelligent System.
Unit 2
BI – DATA MINING & WAREHOUSING: Data Mining - Introduction to Data Mining, Architecture of Data Mining and How Data mining works (Process), Functionalities & Classifications of Data Mining, Representation of Input Data, Analysis Methodologies. Data Warehousing - Introduction to Data Warehousing, Data Mart, Online Analytical Processing (OLAP) – Tools, Data Modelling, Difference between OLAP and OLTP, Schema – Star and Snowflake Schemas, ETL Process – Role of ETL
Unit 3
BI – DATA PREPARTTION: Data Validation - Introduction to Data Validation, Data Transformation – Standardization and Feature Extraction, Data Reduction – Sampling, Selection, PCA, Data Discretization
Unit 4
BI – DATA ANALYTICS PROCESS - Introduction to analytics process, Types of Analytical Techniques in BI –Descriptive, Predictive, Perspective, Social Media Analytics, Behavioral, Iris Datasets
Unit 5: IMPLEMENTATION OF BI
IMPLEMENTATION OF BI: Business Activity Monitoring, Complex Event Processing, Business Process Management, Metadata, Root Cause Analysis.
BCDS051 Course Outcomes
- At the end of course, the student will be able to:
- Understand the essentials of BI & data analytics and the corresponding terminologies K2
- CO 2 Analyze the steps involved in the BI - Analytics process K3, K4
- CO 3 Illustrate competently on the topic of analytics K2, K3
- CO 4 Understand & Implement the K-Means Clustering with Iris Dataset K2, K3
- CO 5 Demonstrate the real time scenario (Case study) by using BI & Analytics K5, K6
- techniques 3-0-0
- DETAILED SYLLABUS
BCDS051 Reference Books
- Carlo-Vercellis, “Business Intelligence Data Mining and Optimization for Decision-Making”, First Edition
- Drew Bentely, “Business Intelligence and Analytics” ,@2017 Library Pres., ISBN: 978-1-9789-2136-8
- Larissa T. Moss & Shaku Atre, “Business Intelligence Roadmap: The Complete Project Lifecycle
- For Decision-Support Applications”, First Edition, Addison-Wesley Professional,2003
- Kimball, R., Ross, M., Thornthwaite, W., Mundy, J., and Becker, B. John, “The Data Warehouse 6. Lifecycle
Frequently Asked Questions about BCDS051
What is the syllabus of BCDS051 Business Intelligence and Analytics?
The AKTU BCDS051 Business Intelligence and Analytics syllabus is divided into 5 units: IMPLEMENTATION OF BI. The complete topic list for each unit is published on this page, taken from the official Dr. A.P.J. Abdul Kalam Technical University syllabus effective from 2024-25.
How many units are there in BCDS051?
BCDS051 Business Intelligence and Analytics has 5 units in the AKTU syllabus.
Is BCDS051 the same subject as KCDS051?
Yes. AKTU renumbered its B.Tech subject codes from the 2022-23 session onwards, so the same subject appears as BCDS051 and KCDS051 depending on the scheme year. The syllabus content is the same.
Where can I download BCDS051 previous year question papers?
AKTU B.Tech previous year question papers for every semester are available to download free on Ryzenstudy, with no login or registration required.
Is this the official AKTU syllabus for BCDS051?
Yes. Every topic on this page is taken from the official Dr. A.P.J. Abdul Kalam Technical University syllabus document (AKTU B.Tech 3rd Year Computer Science and Engineering (Data Science) Syllabus), effective from 2024-25. A direct link to the original AKTU PDF is provided at the top of this page. Last verified on 2026-08-19.
Related AKTU Syllabus
Source: Dr. A.P.J. Abdul Kalam Technical University official syllabus — AKTU B.Tech 3rd Year Computer Science and Engineering (Data Science) Syllabus, effective from 2024-25. Ryzenstudy is not affiliated with AKTU. Content last verified on 2026-08-19.