Language: English | Size: 3.17 GB | Duration: 6h 16m
Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering etc.
What you'll learn
How to use cluster analysis in data mining
About the various types of clusters
About the Marketing applications of cluster analysis
Implications of wide variety of clustering techniques
Use clustering in statistical analysis
Requirements
Basic knowledge of statistics is required. Some familiarity with data analysis will be considered as an added advantage though it is not a necessity.
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~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/1 - Introduction to Project.mp4
7.9 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/10 - Clustering Phase Part 7.mp4
45.9 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/11 - Clustering Phase Part 8.mp4
118.1 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/12 - Scatter Plot.mp4
176.6 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/13 - Cluster Analysis Final Phasing.mp4
248.1 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/14 - Scatter Plot.mp4
176.4 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/15 - Conclusion.mp4
106.1 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/2 - Data Introduction.mp4
115.5 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/3 - Data Format and Selection.mp4
121.8 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/4 - Clustering Phase Part 1.mp4
61.5 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/5 - Clustering Phase Part 2.mp4
50.3 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/6 - Clustering Phase Part 3.mp4
46.1 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/7 - Clustering Phase Part 4.mp4
124.6 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/8 - Clustering Phase Part 5.mp4
84 MB
~Get Your Files Here !/1 - Cluster Analysis and Unsupervised Machine Learning with MS Excel/9 - Clustering Phase Part 6.mp4
139.1 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/16 - Introduction of Project.mp4
9.8 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/17 - Import Libraries.mp4
25.3 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/18 - Data Preprocessing.mp4
57.1 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/19 - Pie chart.mp4
30.2 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/20 - Histogram.mp4
30.6 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/21 - Violin plot.mp4
47.3 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/22 - Distribution Plot Analysis.mp4
35.4 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/23 - Pair plot and Female Data Analysis.mp4
39.9 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/24 - Male Data Analysis.mp4
45.7 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/25 - Male Data Analysis Continue.mp4
23.1 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/26 - Correlation Analysis.mp4
22.1 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/27 - Modelling.mp4
40.2 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/28 - Cluster Prediction.mp4
83 MB
~Get Your Files Here !/2 - Cluster Analysis and Unsupervised Machine Learning/29 - Shopping Analysis.mp4
39.6 MB
~Get Your Files Here !/3 - Cluster Analysis and Unsupervised Machine Learning/30 - Introduction to Project.mp4
8.3 MB
~Get Your Files Here !/3 - Cluster Analysis and Unsupervised Machine Learning/31 - Clustering Overview.mp4
16 MB
~Get Your Files Here !/3 - Cluster Analysis and Unsupervised Machine Learning/32 - Data Explanation.mp4
146.5 MB
~Get Your Files Here !/3 - Cluster Analysis and Unsupervised Machine Learning/33 - Clustering Algorithm.mp4
142.1 MB
~Get Your Files Here !/3 - Cluster Analysis and Unsupervised Machine Learning/34 - Clustering using scaled Variables.mp4
153.2 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/35 - Meaning of Cluster Analysis.mp4
5.7 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/36 - Understanding Cluster Analysis through example.mp4
26.4 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/37 - Example on Cluster Analysis continues.mp4
45 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/38 - Hierarchical method of Clustering.mp4
87.9 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/39 - Single link clustering.mp4
22.8 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/40 - 1Linkage methodWards methodk means clustering.mp4
34.7 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/41 - K means and Example of K means difference between heirarchic.mp4
75.6 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/42 - Example of K means no of cluster Statistical tests Dendogram scree plot.mp4
50.3 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/43 - Two step cluster analysisEvaluation.mp4
92.6 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/44 - Example for Listwise and Pairwise deletion of missing values SPSS windows of o.mp4
94.7 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/45 - K means cluster theory spss windows for k means listwise and pairwise deletion.mp4
56.1 MB
~Get Your Files Here !/4 - Cluster Analysis and Unsupervised Machine Learning Basic Concepts/46 - Two step cluster analysis.mp4
33.3 MB
~Get Your Files Here !/Bonus Resources.txt
386 B
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