Basic Machine Learning ,machine learning,data mining,algorithm

1. Machine Learning
Presented By
J.Sajitha Burvin
Pg scholar

2. Introduction to machine learning

3. Cont..
• Machine Learning: Statistics+Computer science
• Definition:
Answering question with available information.
Available Information:->Training Data
Answering Questions:->Predictions
Machine
Learning Model
Training Data Predictions
Answering
Questions

4. Machine Learning Example
• Problem: Computer should identify dog vs.
human being
Training Data
Learns Feature
Find
Statistical
Patterns
Eg :Man has long
leg dog has tail etc..
Ml Model

5. Cont..
Accuracy Depends on:
1.Training Data
2.Robustness of ML model
Where is machine learning Model?
• Text to speech
• Credit Card Fraud Detection
• Spam Filter
• Google Search
• Facebook Face recognition
More Data
Stronger
ML model

6. Cont..
More complex problems
• Identify skin cancer
• Play board games
• Self driving car
Etc…