VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
Data science lecture2_doaa_mohey
1. Presented by:
Doaa Mohey Eldin
PhD researcher in information Systems
Faculty of Computers and Artifical intelligence – Cairo University
IEEE Society Member
d.mohey2020@gmail.com
2. Agenda
• Introduction of Data Science
• Data Science in Industry.
• Data Science in Industry fields.
• Data Science Career Opportunities
• How Benefit Data Science in Business?
• Data science in Industry Fields.
• Data Science in applications
– IBM - smart health - Facebook - TripAdvisor
– Google - smart Traffic - Netflix
• Conclusion Data_Science_lecture2_by_Doaa_Mohey 2
3. Introduction of Data Science
• Data Science is the field of study which involves
extracting insights from big amounts of data
• The main scientific methods, algorithms, and
concepts for Data Science are:
– Statistics,
– Visualization,
– Deep Learning,
– Machine Learning.
• Data Science Process goes through Discovery, Data
Preparation, Model Planning, Model Building,
Operationalize, Communicate Results.
Data_Science_lecture2_by_Doaa_Mohey 3
4. Data Science in Industry
• Every industry is looking for smart solutions to
real world challenges using data science.
• Data Science can present answers for
problems in various domains.
• Data science becomes a twin solution for user
and customer in meet their needs.
Data_Science_lecture2_by_Doaa_Mohey 4
5. Data Science in Industry
• Industry requires deep experience in interpreting
data to improve decision making.
• It requires using many techniques for understanding
business or people behavior and the structure of
the data.
• It support opening job opportunities for data
scientists, data analyst, data architect, or data
engineer.
Data_Science_lecture2_by_Doaa_Mohey 5
7. How benefit Data science in business?
Data_Science_lecture2_by_Doaa_Mohey 7
8. Data Science in Industry Fields
Data_Science_lecture2_by_Doaa_Mohey
Data science in
Industry Fields
Companies
Various
domains
Finance
Economic
IBM
Google
Movies Netflix
Tourism TripAdvisor
Social
networks
Facebook
Twitter
Smart
Environments
Smart health
Smart Traffic
Smart Home
8
10. Data Science in IBM
Data_Science_lecture2_by_Doaa_Mohey
• Predictive finance analysis, courses,
products
• Classify users
• Optimize decisions in buying and
selling
IBM
10
11. Data Science in Google
Data_Science_lecture2_by_Doaa_Mohey
Data
Science
Recommen
dation
system
Advertising
finance
analysis
system
Classifying
data
Classifying
objects
11
12. Data Science in Smart Healthcare
Smart
Health
Surgical
application
Monitoring
patients
Predicting
diseases
Data_Science_lecture2_by_Doaa_Mohey 12
13. Data Science in Smart Traffic
Managing
light
Managing parking
or congestion
points
Managing
Traffic roads
or outliers
Data_Science_lecture2_by_Doaa_Mohey 13
14. Data Science in Facebook
Data_Science_lecture2_by_Doaa_Mohey
Predicting
profit
Classifying
users
Making ads
& search
systems
Detecting
community
14
15. Data Science in Netflix
Data_Science_lecture2_by_Doaa_Mohey
Predicting
profit
Classifying
movies
NetFLIX
Predicting
rates
15
16. Data Science in TripAdvisor
Data_Science_lecture2_by_Doaa_Mohey
Trip
Advisor
Classifying
best
places
Sentiment
reviews
analysis
Predicting
Trips &
places
16
17. Conclusion
• Data science can interpret data and recognize
behavioral of data.
• The essential applications of Data science are:
1. Internet Search
2. Recommendation Systems
3. Image & Speech Recognition
4. Gaming world
5. Online Price Comparison.
• The biggest problem of Data Science technology
is big data and high variety it.
Data_Science_lecture2_by_Doaa_Mohey 17