Description

Price: 18.00 USD | Size: 37.70 GB | Duration :66.00+  Hours

BRAND: Expert TRAINING | ENGLISH | INSTANT DOWNLOAD

DATA SCIENCE & MACHINE LEARNING COURSE

Modules

1. Introduction to Data Science

2. Introduction to Python

3. Conditions and Loops

4. Patterns

5. More on Loops

6. Strings, List & 2D lists

7. Functions

8. Tuples, Dictionary and Sets

9. Object Oriented Programming Systems(OOPs)

10. Working with Files

11. NumPy

12. Pandas

13. Plotting Graphs

14. Project-Case Study(Part-1)

15. Project-Case Study(Part-2)

16. Basic SQL

17. Advance SQL

18. Indexing and SQLite

19. API – 1

20. API – 2

21. Project – API (Part-1)

22. Project – API (Part-2)

23. Web Scraping – BeautifulSoup

24. Web Scraping – Selenium – 1

25. Introduction to ML

26. Linear Regression

27. MultiVariable Regression and Gradient Descent

28. Feature Scaling

29. Projects – Gradient Descent

30. Logistic Regression

31. Project – Logistic Regression

32. Classification Measures

33. Decision Trees – 1

34. Decision Trees – 2

35. Project Decision Tree Implementation

36. Random Forests

37. Naive Bayes

38. Project Text Classification

39. KNN

40. SVM

41. NLP -1

42. NLP – 2

43. Project Twitter US Airline Sentiment Analysis

44. Neural Network – 1

45. Neural Networks – 2

46. Tensor Flow

47. Keras

48. CNN – 1

49. CNN – 2

50. RNN

51. LSTM

52. Unsupervised Learning – 1

53. Unsupervised Learning -2

54. Web Scraping  – Selenium -2

54. Web Scraping -2

55. Project InstaBot- Part 1

56. Project InstaBot – Part 2

57. PCA

58. PCA -2

59. Project Cifar10

60. Statistics(Sampling & Population)

61. Descriptive Statistics

62. Git

63. Introduction to Inferential Statistics

64. Inferential Statistics- Hypothesis Testing

65. Introduction to Data Visualization

66. Getting Familiar with Tableau

67. Projects

68. Tableau Visualizations

69. Seaborn

70. Facial Emotions Recognition

71. Project – Distracted Driver Detection

72. Text Generation

73. Project – Neural Machine Translation

74. Notes

Pdfs