Author: Icfai Business School
Sources of Glossary
I. Sessions 1 - 10
1. Part - I Introduction to analytics, role of analyst job profile
2. Part - II Applications of analytics in industry (functional area-wise)
3. Part - III Trends in Analytics
4. Types of BI Users
II. Session 11 - 20
5. Formulas And Functions
6. Building a Pivot Table Report – Part One
7. Building a Pivot Table Report – Part Two
8. Building a Pivot Table Report – Part Three
9. Building a Pivot Table Report – Part Four
10. Building a Pivot Table Report – Part Five
11. Building a Pivot Table Report – Part Six
12. Other Cool Things to do with a Pivot Table – Part Seven
13. Formatting as a Table - Part Eight
14. Financial functions
15. What-if Analysis
16. Excel Solver
17. Using Solver for Capital Budgeting
18. Analysis ToolPak For Complex Data Analysis
19. Introduction to Business Analytics-R programming
20. Self-assessment-1
III. Introduction to Business Analytics-R programming
21. Introduction
22. 1.1. What is Data Science?
23. 1.2. Application of Data Analytics
24. 1.3. Job Roles in Data Science Industry
25. 1.4 Different types of Data Analytics
26. 1.5. Data Analytics Tools/Software
27. 1.6. Understanding the Data
28. 1.7 Features of R
29. 1.8. Installing R
30. 1.9. RStudio
IV. 2. Basics of R Programming
31. 2.1. R Object Types
32. 2.2. Data Structures in R
33. 2.3. Reading and Writing Data
34. 2.3.1. Reading Data from a Text File
35. 2.3.2. Reading Data from a Microsoft Excel File
36. 2.3.3. Reading Data from the Web
37. 2.4. Using Control Structures in R
38. 2.5. Looping Functions
39. 2.6. Writing Your Own Functions in R
40. 2.7. Working with R Packages and Libraries
V. 3. Predictive Analytics
41. 3.1. Life-Cycle of Data Analytics Project
42. 3.2. Supervised Algorithms
43. 3.2.1 Regression Techniques
44. 3.2.2. Linear Regression
45. 3.2.3. Logistic Regression
46. 3.2.4. Multi-Variate Regression
47. Self-assessment-2
VI. 4. Visualization
48. 4.1. Bar Chart
49. 4.2. Scatter plot
50. 4.3. Histogram
51. 4.4. Density Plot
52. 4.5. Box Plot
53. 4.6. Heat Map
54. 4.7. Candle Stick
55. 4.8. Word Cloud
56. Self-assessment-3
Glossary
Introduction to Business Analytics Copyright © by Icfai Business School. All Rights Reserved.
