This document introduces machine learning concepts and provides examples of different types of machine learning tasks. It discusses classification, clustering, regression, sequence prediction, and style transfer as the main types of machine learning. For each type, it provides an example task such as classifying emails as spam, clustering customers who bought a music release, predicting ad quality scores through regression, and translating between languages with sequence prediction. The goal is to explain the different machine learning techniques and how they can be applied.

1. Introduction to Explore
ML

2. Smart Camera
Open Smart Camera task and point your
camera to any objects around you.
Eg: Bottle, Table, a pot, book etc
See if the camera is able to identify the
object you are pointing to.
* Use the chat section to tell us if the camera was able
to recognize the object.
Glimpse……

3. What Can ML Do?

4. Artificial Intelligence
Machine Learning
Deep Learning

5. Big Data Algorithms
Technology
ML

6. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Classification
Labeling email as spam
or not-spam
Type of Machine Learning?

7. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Type of Machine Learning?
Determining workout activity
based on phone movement.
Classification

8. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Type of Machine Learning?
Identifying famous landmarks
in a photo
Classification

9. MAMMAL
WILDLIFE
LION
Classification

10. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Identifying trends amongst a
group of people who have
bought a new music release
Clustering
Type of Machine Learning?

11. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Type of Machine Learning?
Suggesting spelling corrections
Clustering

12. Clustering

13. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Type of Machine Learning?
Predicting the quality score
for an advertisement
Regression

14. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Type of Machine Learning?
Estimating arrival time based
on time of day and traffic.
Regression

15. Regression

16. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Type of Machine Learning?
Translating between two
languages
Style Transfer

17. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Type of Machine Learning?
Recommending next word in
the android SMS app based on
the words typed so far
Sequence Prediction

18. Sequence Prediction

19. Classification
Clustering
Regression
Sequence Prediction
Style Transfer
Type of Machine Learning?
A bot that reads the news in
the voices of famous actors
Style Transfer

20. + =
EN Male
EN Female
JP Male
Style Transfer

21. Thank you!