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Lecture 17 of 51week-05

ANALYTICS PROCESS | Business Intelligence & Analytics

Prof. Saji K Mathew · IIT Madras

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From
Business Intelligence & Analytics, IIT Madras (at NPTEL)
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
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NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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All the lectures

  1. INTRODUCTION TO BUSINESS INTELLIGENCE AND ANALYTICS | BI&A Video
  2. PATTERNS IN DATA | BI&A Video
  3. VOCABULARY OF BUSINESS ANALYTICS | BI&A Video
  4. COURSE OVERVIEW | BI&A Video
  5. CASE: Bizocity scoring at AT&T | BI&A Video
  6. BUSINESS INTELLIGENCE ARCHITECTURE | BI&A Video
  7. DATA MANAGEMENT | BI&A Video
  8. ONLINE TRANSACTION PROCESSING | BI&A Video
  9. INTRODUCTION TO SQL Video
  10. NORMALISATION Video
  11. SHOPSENSE CASE IN MySQL Workbench Video
  12. ONLINE ANALYTICAL PROCESSING | Business Intelligence & Analytics Video
  13. DESCRIPTIVE DATA ANALYTICS | Business Intelligence and Analytics Video
  14. CHURN ANALYSIS | Business Intelligence & Analytics Video
  15. CUSTOMER LIFETIME VALUE | Business Intelligence & Analytics Video
  16. NPV - CLV SPREADSHEET ANALYSIS | Business Intelligence & Analytics Video
  17. ANALYTICS PROCESS | Business Intelligence & Analytics Video
  18. INTRODUCTION TO STATISTICAL LEARNING AND DATA PRE-PROCESSING | Business Intelligence & Analytics Video
  19. DATA MINING PROCESS | Business Intelligence & Analytics Video
  20. OVERVIEW OF DATA MINING TECHNIQUES | Business Intelligence & Analytics Video
  21. ANALYTICS PROCESS CASE | Business Intelligence & Analytics Video
  22. INTRODUCTION TO CLASSIFICATION | Business Intelligence & Analytics Video
  23. SCORING MODELS | Business Intelligence & Analytics Video
  24. CLASSIFIER PERFORMANCE | Business Intelligence & Analytics Video
  25. DECISION TREES | Business Intelligence & Analytics Video
  26. ATTRIBUTE SELECTION | Business Intelligence & Analytics Video
  27. GROWING A DECISION TREE | Business Intelligence & Analytics Video
  28. DECISION TREE APPLICATION PART 1 Video
  29. DECISION TREE APPLICATION PART 2 Video
  30. CLASSIFICATION DEMO 1 Video
  31. CLASSIFICATION DEMO 2 Video
  32. CLUSTER ANALYSIS Video
  33. CLUSTERING TECHNIQUES Part 1 Video
  34. CLUSTERING TECHNIQUES Part 2 Video
  35. K MEANS CLUSTERING Video
  36. IMPLEMENTATION IN PYTHON: clustering for segmentationand profiling Video
  37. RFM ANALYSIS Video
  38. TRENDHUB CASE ON RFM Video
  39. RFM AND CLUSTERING Video
  40. ARTIFICIAL NEURAL NETWORK | BI&A | Prof. Saji K Mathew Video
  41. ANN TRAINING | BI&A | Prof. Saji K Mathew Video
  42. ANN FOR FINANCIAL TIME SERIES MODELLING | BI&A | Prof. Saji K Mathew Video
  43. IMPLEMENTATION IN PYTHON: ANN | BI&A | Prof. Saji K Mathew Video
  44. INTRODUCTION TEXT MINING | BI&A | Prof. Saji K Mathew Video
  45. TEXT MINING PROCESS | BI&A | Prof. Saji K Mathew Video
  46. Text mining using R- the case of a movie discussion forum | BI&A | Prof. Saji K Mathew Video
  47. Live Session 31-01-2024 Video
  48. Live Session 29-02-2024 Video
  49. Live Session 27-03-2024 Video
  50. Live Session 04-02-2025 Video
  51. Live Session 04-03-2025 Video