Data Science & Business Analytics Course

Topic: Data Science & Business Analytics Course Course content Section 1: Lesson 1: Analytics 1. Analytical Definition and Application- 2. Analytical Definition and Application- Section 2: About R: R Installation 3. R Introduction 4. R studio installation & how to update Section 3: Entering and Reading data/Data Import and Export 5. Importing and Exporting Data in R 6. Importing and Exporting Data in R 7. Exporting Data in R Section 4: Operators in R 8. Operators of R 9. Operators of R Part-2 Section 5: Data Types and Data Structures 10. Data Structure 11. Data Structure Part-2 12. Data Structure Part-3 Section 6: Handling packages in R 13. Handling packages in R Section 7: Subsetting Data in R 14. Subsetting Data in R 15. Subset Command Section 8: Descriptive Statistics 16. Descriptive Statistics in R Section 9: Apply Family in R 17. Apply Family 18. Apply Family Part-2 19. Apply Family Part-3 Section 10: Aggregate and Table Command 20. Aggregate Function in R 21. Aggregate Table Function & Use 22. Aggregate Table Function & Use Part-2 Section 11: Data Manipulation in R 23. Data Manipulation in R 24. Data Manipulation in R Part-2 Section 12: Summarising the data graphically 25. Basic Graphs 26. Basic Graphs Part-2 27. Box Plot 28. Bar Plots 29. Histogram 30. Pie Charts Section 13: GGplot - Graphical Analysis 31. GG Plot Intro 32. GG scatter_plot 33. GG scatter_plot Part-2 34. GG Bar Plot 35. GG Plot Heat Map Section 14: Simple Linear Regression 36. Simple Linear Regression in R 37. Simple Linear Regression in R Part-2 Section 15: Multi-Linear Regression 38. Multi-Linear Regression in R 39. Multi-Linear Regression in R Part-2 Section 16: Logistic Regression 40. Logistic Regression In R 41. Logistic regression model 42. Logistic regression model Part-2 Section 17: Decision Tree 43. Decision Tree IN R 44. DT- codes 45. DT- codes Part-2 46. DT- codes Part-3 47. DT- codes Part-4 Section 18: Cluster Analysis 48. Cluster Analysis 49. K Means Model 50. calculating distance 51. calculating distance Part-2 Share to help Us.