This document provides an overview of machine learning through 6 sections: What is ML?, the difference between AI and ML, why ML is useful, how ML works, types of learning in ML, and a conclusion. It defines ML as a type of artificial intelligence that allows machines to learn from data without being explicitly programmed. The key types of ML covered are supervised, unsupervised, and reinforcement learning. In supervised learning, machines are provided labeled examples to learn from, while unsupervised learning involves grouping unlabeled data without examples provided.

1. Here is where your presentation begins
Machine Learning
ML

2. TABLE OF CONTENTS
What is ML?
What is the mean of
machine learning
01
The difference
between AI and ML
The difference between
AI and ML
02
Why ML
What is the benefit of
Machine learning?
03
How ML works?
The steps of machine
learning work?
04
Types of Learning
Types of learning of
Machine learning
05
Conclusion
Some information about
ML
06

3. What is Machine learning?
01

4. What is Machine learning?
It is one of the Artificial Intelligence types based on
how to make the machine learn by the entered data

5. Instruction data
You don’t give instructions to the machine,
all you have to do is give the data to the
machine.
The main and basic idea for ML is?

6. The difference between ML and AI
What is the different between ML and AI?
02

7. The difference between ML and AI
ML is a subset of AI based on the
ability to learn automatically from
the available
Artificial Intelligence
Machine Learning
AI is the science an Engineering
of making an intelligent machine

8. Why Machine learning?
03

9. —Machine learning
Because the developer(programmer) can’t expect all
possible prospects,
But with the technology that we are living with today, the
machine can simply anticipate all of the possible prospects
Why Machine learning?

10. How machine learning works
The steps of working
04

11. Training data
80%
Any machine learning project works by These steps
Train test loop
Training
data
Data Pre
Processing
Data
Splitting
Feature
selection
Model
Training
Test Data
Model
Testing
Generalization
Model
Deployment
Testing data
20%

12. Types of learning of ML
05
How many types for learning of machine
learning?

13. Types of learning of machine learning
Supervised ML
• Housing price predection
• Medical imaging
Unsupervised ML
• Market basket
• Analysis
Semi-supervised ML
• Lane-finding on GPS
data
Re-enforcement
• Optimized marketing
• Driverless cars

14. Supervised Machine learning
The main idea is
Existence of the label
data
This type is the most popular one of ML types of learning
classification
prediction
Supervised ML
Numerical data Text data

15. SUPERVISED VS. UNSUPERVISED
Supervised ML
Existence of label
Unsupervised ML
For the grouping of the data
The supervised use the way of classification but the
unsupervised use way of clustering

16. CONCLUSION OF ML
Last information about ML
06

17. CONCLUSION
Examples of machine learning
● Self-
● Cyber fraud detection
● Face recognition
● Friend suggestions (Facebook)
● Recommended product (Amazon)

18. Artificial Intelligence
Machine learning
Deep learning
The main language in AI
and ML is the Python
And there is another
language used in AI and ML
which is the R language
Deep learning
Deep learning (DL) is a subset
of machine learning (ML)

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20. References
● https://www.youtube.com/watch?v=YIn6Rgt4--I&t=247s
● https://www.youtube.com/watch?v=9dFhZFUkzuQ&t=3s
● https://www.youtube.com/watch?v=Yy1fAw6IX5E&t=947s
● https://www.youtube.com/watch?v=c3t_rt5qK1E
● https://www.youtube.com/watch?v=99dnktVT-t4
● https://www.youtube.com/watch?v=-LUIFbCy4cw&t=8s
● https://www.youtube.com/watch?v=BoZ--wTjzE0
● https://www.youtube.com/watch?v=a080kfWleCA&t=454s
● https://www.youtube.com/watch?v=vQEFwH0QC5I&t=17s
● https://www.youtube.com/watch?v=SEyJq2OrYB0&t=52s
● https://www.youtube.com/watch?v=ubnoHCD6JYk&t=34s
● https://www.youtube.com/watch?v=Rb94nG_WJUM
● https://www.youtube.com/watch?v=fNPxltMUFow&t=264s
● https://www.youtube.com/watch?v=xunaiBmIoMk&t=59s
● https://www.youtube.com/watch?v=LZLnGvA-Uvs
● https://www.youtube.com/watch?v=5rQriFSXj2Y&t=441s

21. References
● https://www.youtube.com/watch?v=5rQriFSXj2Y&t=441s
● https://www.youtube.com/watch?v=QghjaS0WQQU&t=1s
● https://www.youtube.com/watch?v=BIMPccFYkJ8&t=273s
● https://www.youtube.com/watch?v=9dFhZFUkzuQ&t=3s
● https://www.youtube.com/watch?v=b0vnt9D4BTo

22. ALTERNATIVE RESOURCES
Photos
● Laptop with blue optical fiber
● Blue optic fiber close-up
● Blue luminous optic fiber
● Blue optic fiber with ethernet cables and
laptop
● Blue optic fiber with copy space
● Blue shiny optic fiber
● Blue luminescent optic fiber
● Group of young people working together
● Businesspeople meeting at office
working
Vectors
● Technology and future banner
● Flat minimal technology landing page

23. RESOURCES
Photos
● Blue optic fiber with laptop
● Blue optic fiber with ethernet cable
● Blue optic fiber with ethernet cables I
● Blue optic fiber with ethernet cables II
● Business woman with laptop
● Young business man talking on the
phone
● African american man working on laptop
● Portrait of young attractive woman
holding laptop looking at camera
● Wi-fi router with blue optical fiber
Vectors
● Technology and future instagram posts
● Technology and future landing page
Icons
● Big data