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Data Jango - The Data scientist factory | 96 videos | Updated 3 years ago
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1:01:29

1 Introduction to Python for Data Science | Artificial Intelligence (AI) Course | Datajango

Data Jango - The Data scientist factory

1:03:39

2 Introduction to Python for Data Science PART-2

Data Jango - The Data scientist factory

1:08:16

3 Introduction to Python for Data Science PART-3

Data Jango - The Data scientist factory

1:18:35

4 introduction to python for Data Science PART-4

Data Jango - The Data scientist factory

1:08:58

5 Introduction to Statistics for Data Science

Data Jango - The Data scientist factory

47:41

6 Pandas Series for Data Science

Data Jango - The Data scientist factory

1:03:30

7 Pandas Data Frames for Data Science

Data Jango - The Data scientist factory

1:03:30

8 Pandas Data Frame for Data Science PART-2

Data Jango - The Data scientist factory

1:15:58

9 Numpy for Data Science and Artificial Intelligence

Data Jango - The Data scientist factory

1:15:26

10 Probability Distributions for Data Science | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

31:16

11 Probability Distributions for Data Science | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:03:02

12 Probability Distributions for Data Science | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:10:59

13 central limit theorem (CLT) | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:14:01

14 Inferential Statistics | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

56:34

15 p-value | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:18:25

16 Simple Linear Regression | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:10:48

17 Covariance | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:19:08

18 Correlation | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

39:20

19 Correlation Recap | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:09:59

20 Chi Square Test | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

49:25

21 Anova Test | Artificial Intelligence (AI) Course

Data Jango - The Data scientist factory

1:12:46

22 Overview of Artificial Intelligence Project | Datajango

Data Jango - The Data scientist factory

1:15:23

23 Linear Regression Assumptions | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:11:17

24 Linear Regression Assumptions | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:24:40

25 Data Science Project Flow and Multiple Linear Regression | Datajango

Data Jango - The Data scientist factory

1:14:20

26 Multiple Linear Regression with Scikit-Learn | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:16:54

27 AI Model Overfitting and Underfitting | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

58:07

28 Resampling Techniques for AI Model Building | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:09:37

29 Solvers - Normal Equation For Linear Regression | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:13:22

30 Solver - Gradient Descent for Linear Regression | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:17:40

31 Solver - Gradient Descent for Linear Regression | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

59:38

32 Stochastic Gradient Descent Explained | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

52:24

33 Stochastic Gradient Descent Implementation | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:16:24

34 Classification Model | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

53:59

35 Classification Model - Metrics Precession Recall F1-score Confusion Matrices | Datajango

Data Jango - The Data scientist factory

57:52

36 Classification - Logistic Regression Precession Recall F1-Score Confusion Matrices | Datajango

Data Jango - The Data scientist factory

1:07:34

37 Multi-Class Classification | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

52:25

38 Multi-Class Classification | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:06:54

39 Multi Class Classification Softmax KNN | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:13:05

40 Multi-Label Multi-Output Classification KNN | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:04:11

41 Support Vector Machine | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:09:48

42 Kernel Trick for SVM | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:04:30

43 Linear Algebra & Kernel Trick for Artificial Intelligence | Datajango

Data Jango - The Data scientist factory

1:18:31

44 Linear Algebra eigen Vectors Values for Artificial Intelligence | Datajango

Data Jango - The Data scientist factory

1:14:00

45 Principle Component Analysis | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:19:03

46 Principle Component Analysis - Singular Value Decomposition | Artificial Intelligence Course

Data Jango - The Data scientist factory

44:11

47 Kernel Principal Component Analysis | Artificial Intelligence | Datajango

Data Jango - The Data scientist factory

49:18

48 Unsupervised - kmeans Clustering | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

51:19

49 Unsupervised Learning Metrics - Silhouette Score | Artificial Intelligence Course

Data Jango - The Data scientist factory

1:01:11

50 Unsupervised Learning - DBSCAN | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:04:07

51 Anomaly Detection | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

33:30

52 Decision Tree - Classification | Artificial Intelligence (AI) Course | Datajango

Data Jango - The Data scientist factory

46:19

53 decision tree - Classification | Artificial Intelligence (AI) Course | Datajango

Data Jango - The Data scientist factory

55:43

54 decision tree - Classification | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

47:58

55 Decision Tree - Regression | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:05:56

56 Ensemble Models | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

34:33

57 Ensemble Models Boosting | Datajango

Data Jango - The Data scientist factory

1:03:09

58 Natural Language Processing Introduction | Datajango

Data Jango - The Data scientist factory

50:21

59 Natural Language Processing - BOW | Datajango

Data Jango - The Data scientist factory

58:36

60 naïve Bayes NLP with Machine Learning | Datajango

Data Jango - The Data scientist factory

1:14:42

61 Natural Language Procession Introduction | Datajango

Data Jango - The Data scientist factory

1:08:23

62 Regular Expressions - Natural Language Processing | Datajango

Data Jango - The Data scientist factory

53:00

63 Natural Language Processing - BOW IMDB Dataset

Data Jango - The Data scientist factory

1:06:03

64 Introduction to Information Retrieval | Datajango

Data Jango - The Data scientist factory

1:06:40

65 Information Retrieval - Rank Retrieval Model | Datajango

Data Jango - The Data scientist factory

1:01:50

66 Information Retrieval - Spelling Correction | Datajango

Data Jango - The Data scientist factory

1:07:16

67 Artificial Intelligence Information Retrieval Cosine Similarity | Datajango

Data Jango - The Data scientist factory

44:06

68 Topic Modelling in NLP

Data Jango - The Data scientist factory

20:43

69 AI - Introduction to Deep learning

Data Jango - The Data scientist factory

1:13:45

70 Artificial Intelligence - Forward Back Propagation Neural Networks

Data Jango - The Data scientist factory

50:47

71 Artificial Intelligence - Forward Back Propagation with Gradient Descent

Data Jango - The Data scientist factory

1:16:34

72 Artificial Intelligence - Activation Functions in Neural Network | Datajango

Data Jango - The Data scientist factory

59:55

73 Artificial Intelligence Introduction to TensorFlow | Datajango

Data Jango - The Data scientist factory

1:09:15

74 Atificial Intelligence - Regularization | Datajango

Data Jango - The Data scientist factory

1:13:45

75 Artificial Intelligence - Vanishing and Exploding Gradients | Datajango

Data Jango - The Data scientist factory

43:21

76 Artificial Intelligence - Stochastic Gradient Descent , Exponentially Weighted Moving Average

Data Jango - The Data scientist factory

1:20:28

77 Artificial Intelligence Advanced Optimization Functions - Momentum, RMS Prop, Adam

Data Jango - The Data scientist factory

58:50

78 Artificial Intelligence - Introduction to Convolutional Neural Networks | Datajango

Data Jango - The Data scientist factory

1:03:58

79 AI - Introduction to Convolutional Neural Networks

Data Jango - The Data scientist factory

58:39

80 Artificial Intelligence - Convolutional Neural Networks | Datajango

Data Jango - The Data scientist factory

50:16

81 AI - Cat Dog Classification VGG net, Resnet | Datajango

Data Jango - The Data scientist factory

59:28

82 Artificial Intelligence - Computer Vision | Datajango

Data Jango - The Data scientist factory

1:28:46

83 Artificial Intelligence - Object Detection | Datajango

Data Jango - The Data scientist factory

1:32:06

84 Artificial Intelligence - Face Recognition | Datajango

Data Jango - The Data scientist factory

1:20:45

85 AI - Natural Language Process with Deep learning word2vec

Data Jango - The Data scientist factory

58:16

86 AI - Natural Language Processing with Deep Learning word2vec

Data Jango - The Data scientist factory

1:25:51

87 AI - Natural Language Processing with Deep Learning - SVD Glove

Data Jango - The Data scientist factory

1:09:22

88 AI - Natural Language Processing with Deep Learning - 1dConv on text data

Data Jango - The Data scientist factory

1:22:15

89 AI - Natural Language Processing with Deep Learning - 1dConv on text data

Data Jango - The Data scientist factory

1:05:07

90 AI - Auto decoders, Auto encoders

Data Jango - The Data scientist factory

1:07:24

91 Natural Language Processing - Language Models | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

1:09:15

92 Natural Language Processing - Language Models Using Spacy | Datajango

Data Jango - The Data scientist factory

42:19

93 Named Entity Recognition using Spacy | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

52:39

94 Recurrent Neural Networks | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

57:17

95 AI - Recurrent Neural Networks | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory

27:56

96 AI - Recurrent Neural Networks | Artificial Intelligence Course | Datajango

Data Jango - The Data scientist factory