Classification Clustering

1. Day-5
Machine Learning
(Classification & Clustering)
Two Weeks online
Live Industrial Training
ON
HANDS ON: MACHINE LEARNING
Day-11
THE NATIONAL SMALL INDUSTRIES CORPORATION In Association with
(A Government of India Enterprise)
. Kamalanagar, Kushaiguda, Hyderabad-500062
Date & Time
4-09-2020
2.30pm-3.30pm

2. Day-5
Content
• Classification
• Example
• Clustering
• Example

3. Day-5
USECASE
• Load dataset
• Pre-processing
• Choose features and labels
• Choose classifier
• Fit features, labels into classifier
• Predict

4. Day-5
Classification
• Eigen faces
• Support vector Machine

5. Day-5
Classification

6. Day-5
Clustering
• Iris
• K-Means
• 3D

7. Day-5
Clustering

8. Day-5
SUMMARY
• Classification
• Clustering

9. Day-5
Overall Summary
• Introduction to ML
• Types of Data
• Data sets
• Fundamentals of Python
• Machine Learning Libraries
• Classification
• Clustering

10. Day-5
Credits
• Harmonizer
• NSIC
• Google

11. Day-5

12. Day-5