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Data Science
Session 1
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Copyright © Global Tech Council www.globaltechcouncil.org
How AI and Ml can help in Transformation
Governance
Don’t we just hate how slow and unsafe governance is? Isn’t it frustrating to
realise that most of the times your data is not secure? Isn’t it unsettling to wait in
queues to receive a one-liner response to your query?
2
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Artificial intelligence and machine learning can provide a solution for all these
things. Here’s how:
Governance includes managing and handling of functions of a state, involving
interference and keen monitoring by the government. Artificial intelligence and
machine learning now play an important role in identifying challenges and
addressing concerns. Some of the compelling examples are identifying
tax-evasion, sorting or managing data, and prioritising child welfare cases. These
activities help the government improve the efficiency of results and reduce costs.
3
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However, the essential aspect of using both ML and AI is accurate algorithms.
These algorithms should be relevant, stable, and effective. Small changes in the
environment should not lead to huge changes in the outcomes. Further, public
sector entities are required to pay close attention to the implementation of these
algorithms. With which, it would not be possible to minimise risks.
4
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Education
In education, AI is specifically used for enhanced decision making, personalised
training, and advanced progress monitoring.
·Through AI, students can make decisions regarding the courses. The same
manner in which e-commerce websites analyse data to give recommendations, AI
is used in education to recommend university courses to students.
5
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· Machine learning can scroll through previous years’ data of students to monitor
their overall progress. After feeding several sets of data to this algorithm, it is
possible to accurately judge the performance of different students and suggest
different improvement methods.
· Many times, different students require different types of learning. AI and Ml both
encourage personalised training and learning methods that invoke high interest in
students, which automatically improves productivity.
6
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Law
In law, AI and ML are used for predictive analysis, robo cops, monitoring, and
patrol cars. While enforcement of AI in law is still in its initial stages, the
technology will grow in the coming years.
· By feeding datasets to the machine learning algorithm, law enforcements can
judge and predict future criminal activities. Based on current data and continuous
present-data monitoring helps ML algorithms to detect criminal activities sooner
than later.
7
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Through facial recognition, law authorities can quickly check the criminal record
of a person. Whenever a police person detects a criminal, he or she can click a
picture, run it through the app, and check the whole criminal history of this person.
This helps in rapid decision making.
8
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Defense
In defense, AI is utilized for cyber defense and intelligence. Using technology,
defense forces would be able to prevent cyber attacks and track activities.
· Using AI-enabled cybersecurity systems enable defense forces to track
criminal activities online. This also helps in preventing attacks on government
systems.
· Defense forces can use intelligent weapons such as drones and other
armed or monitoring weapons.
9
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Functions
There are several other governance functions that are currently using artificial
intelligence and machine learning.
· E-governance portals for citizens to quickly carry out certain activities online
without any hassle.
·
10
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Agriculture support for farmers using ML algorithms to decide right soil, type, and
time for the crop.
· ML and AI have an enhanced used in document management which takes a
lot of time in government organizations. Automating this activity can greatly reduce
the workload.
11
Copyright © Global Tech Council www.globaltechcouncil.org
Additional Advantages
There are some simple and obvious yet valuable advantages of machine learning
and artificial intelligence.
· AI has resolved the issue of resource storage and searching. With AI, it is
possible to save relevant records without error. It is also possible to search
through these records in minutes. Cognitive technologies have improved searches
and storage patterns.
12
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·AI-powered chatbots are now capable of answering citizen queries. Think of how
chatbots help us place an order or resolve an issue. Similarly, in public
organizations, chatbots are used to quickly answer queries raised by citizens.
When the case turns complex, it is transferred to a human expert.
·One of the most popular applications of AI and ML is security and the ability to
find loopholes. After going through huge amounts of data in minutes, AI can easily
detect loopholes and changing patterns in data. This helps in recognizing financial
errors and frauds.
13
Copyright © Global Tech Council www.globaltechcouncil.org
Conclusion
Artificial intelligence and machine learning have wide usage in the industry. From
tasks as easy as document management to tasks as difficult as cyber monitoring,
everything is streamlined using these technologies.
14
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Globaltech Council Certifications -
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Learn more about GlobalTech Council click here
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THANK YOU!
Any questions?
You can mail us at
hello@globaltechcouncil.org
Copyright © Global Tech Council www.globaltechcouncil.org 16

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How ai and ml can help in transforming governance

  • 2. Copyright © Global Tech Council www.globaltechcouncil.org How AI and Ml can help in Transformation Governance Don’t we just hate how slow and unsafe governance is? Isn’t it frustrating to realise that most of the times your data is not secure? Isn’t it unsettling to wait in queues to receive a one-liner response to your query? 2
  • 3. Copyright © Global Tech Council www.globaltechcouncil.org Artificial intelligence and machine learning can provide a solution for all these things. Here’s how: Governance includes managing and handling of functions of a state, involving interference and keen monitoring by the government. Artificial intelligence and machine learning now play an important role in identifying challenges and addressing concerns. Some of the compelling examples are identifying tax-evasion, sorting or managing data, and prioritising child welfare cases. These activities help the government improve the efficiency of results and reduce costs. 3
  • 4. Copyright © Global Tech Council www.globaltechcouncil.org However, the essential aspect of using both ML and AI is accurate algorithms. These algorithms should be relevant, stable, and effective. Small changes in the environment should not lead to huge changes in the outcomes. Further, public sector entities are required to pay close attention to the implementation of these algorithms. With which, it would not be possible to minimise risks. 4
  • 5. Copyright © Global Tech Council www.globaltechcouncil.org Education In education, AI is specifically used for enhanced decision making, personalised training, and advanced progress monitoring. ·Through AI, students can make decisions regarding the courses. The same manner in which e-commerce websites analyse data to give recommendations, AI is used in education to recommend university courses to students. 5
  • 6. Copyright © Global Tech Council www.globaltechcouncil.org · Machine learning can scroll through previous years’ data of students to monitor their overall progress. After feeding several sets of data to this algorithm, it is possible to accurately judge the performance of different students and suggest different improvement methods. · Many times, different students require different types of learning. AI and Ml both encourage personalised training and learning methods that invoke high interest in students, which automatically improves productivity. 6
  • 7. Copyright © Global Tech Council www.globaltechcouncil.org Law In law, AI and ML are used for predictive analysis, robo cops, monitoring, and patrol cars. While enforcement of AI in law is still in its initial stages, the technology will grow in the coming years. · By feeding datasets to the machine learning algorithm, law enforcements can judge and predict future criminal activities. Based on current data and continuous present-data monitoring helps ML algorithms to detect criminal activities sooner than later. 7
  • 8. Copyright © Global Tech Council www.globaltechcouncil.org Through facial recognition, law authorities can quickly check the criminal record of a person. Whenever a police person detects a criminal, he or she can click a picture, run it through the app, and check the whole criminal history of this person. This helps in rapid decision making. 8
  • 9. Copyright © Global Tech Council www.globaltechcouncil.org Defense In defense, AI is utilized for cyber defense and intelligence. Using technology, defense forces would be able to prevent cyber attacks and track activities. · Using AI-enabled cybersecurity systems enable defense forces to track criminal activities online. This also helps in preventing attacks on government systems. · Defense forces can use intelligent weapons such as drones and other armed or monitoring weapons. 9
  • 10. Copyright © Global Tech Council www.globaltechcouncil.org Functions There are several other governance functions that are currently using artificial intelligence and machine learning. · E-governance portals for citizens to quickly carry out certain activities online without any hassle. · 10
  • 11. Copyright © Global Tech Council www.globaltechcouncil.org Agriculture support for farmers using ML algorithms to decide right soil, type, and time for the crop. · ML and AI have an enhanced used in document management which takes a lot of time in government organizations. Automating this activity can greatly reduce the workload. 11
  • 12. Copyright © Global Tech Council www.globaltechcouncil.org Additional Advantages There are some simple and obvious yet valuable advantages of machine learning and artificial intelligence. · AI has resolved the issue of resource storage and searching. With AI, it is possible to save relevant records without error. It is also possible to search through these records in minutes. Cognitive technologies have improved searches and storage patterns. 12
  • 13. Copyright © Global Tech Council www.globaltechcouncil.org ·AI-powered chatbots are now capable of answering citizen queries. Think of how chatbots help us place an order or resolve an issue. Similarly, in public organizations, chatbots are used to quickly answer queries raised by citizens. When the case turns complex, it is transferred to a human expert. ·One of the most popular applications of AI and ML is security and the ability to find loopholes. After going through huge amounts of data in minutes, AI can easily detect loopholes and changing patterns in data. This helps in recognizing financial errors and frauds. 13
  • 14. Copyright © Global Tech Council www.globaltechcouncil.org Conclusion Artificial intelligence and machine learning have wide usage in the industry. From tasks as easy as document management to tasks as difficult as cyber monitoring, everything is streamlined using these technologies. 14
  • 15. Copyright © Global Tech Council www.globaltechcouncil.org Globaltech Council Certifications - You can check out our certifications, and kick start your career. ● Certifies Artificial Intelligence Expert ● Certified Augmented Reality Developer ● Certified Chatbot Expert ● Certified Data Scientist Expert ● Certified Big Data Expert ● Certified Machine Learning Expert ● Certified Virtual Reality Developer Learn more about GlobalTech Council click here 15
  • 16. THANK YOU! Any questions? You can mail us at hello@globaltechcouncil.org Copyright © Global Tech Council www.globaltechcouncil.org 16