1. TOP
TECHNOLOGIES
OF AI 2020
BY NUAIG.AI

2. ABOUT AI
With the vigorous development of emerging information technology, artificial intelligence application scenarios are everywhere.
When it comes to AI, the first thing we think of is machine learning and deep learning. However, they are only part of the field of
artificial intelligence research. The scope of artificial intelligence is extremely wide. This presentation describes the hot topics in
artificial intelligence research and ten major technical categories.
When people talk about artificial intelligence, they usually equate it with machine learning and deep learning, but they are only
small branches in the field of artificial intelligence research. Although these two can be said to be the hottest topics in the field of
artificial intelligence today, there are still many fields in artificial intelligence research that are very attractive and have broad
application prospects.

3. Robotic process automation is the automatic use of
software on our computers. The computer operates
by itself, that is, controls the mouse and keyboard,
and directly enters in all possible tools (such as
Microsoft Excel, SAP or Outlook), browsers and
operating systems. A PC controlled by the robot
process automation is called a robot.
The goal is to configure robotic process automation
software so that it can take over the activities of
humans on the computer, thereby automating the
company's processes. Especially suitable are
processes that are repeated, standardized, rarely, and
clearly defined decision-making.
ROBOTIC PROCESS
AUTOMATION

4. Text analysis (also known as text mining or text data
mining) is a process of extracting and mining data that
is valuable to the company and can be used for
analysis from unstructured text.
NLP (Natural Language Processing) is a field of
artificial intelligence that studies the interaction
between computers and human languages, especially
how to program computers to process and analyse
large amounts of natural language data. NLP is often
applied to the classification of text data. Text
classification is a problem of assigning categories to
text data based on the content of the text data. The
most important part of text classification is feature
engineering: the process of creating features for
machine learning models from raw text data.
TEXT ANALYTICS
AND NLP

5. Biological characteristic identification (BIOMETRICS)
technology refers to the use of personal identification
technology inherent in human physical characteristics
(fingerprint, iris, face, DNA, etc.) or behavioural
characteristics (gait, keystroke habits, etc.) through
the computer.
Biometric security devices measure a person’s unique
characteristics, such as voice patterns, iris or retina
patterns, or fingerprint patterns. With biometrics, it is
very difficult to invade a system.
BIOMETRICS

6. The co-evolution of attack and defence in the field of
network security is in full swing. Artificial intelligence
(AI) and machine learning (ML) greatly improve
network security. AI-based network monitoring tools
can also track users' daily behaviours to understand
their typical behaviour. By analysing this information,
AI can detect abnormalities and react accordingly.
CYBER DEFENSE

7. The future of artificial intelligence may allow
machines to make decisions like humans, it is now
influencing human decisions, especially business
decisions.
Before AI debuted, companies had to rely on
inconsistent data. Therefore, the decision-making
process is not very precise. Now, through artificial
intelligence, companies can move to data-based
models and simulations. The updated artificial
intelligence system starts from scratch and uses
machine learning to finally provide a complex data
model that can be used for precise decision-making.
DECISION
MANAGEMENT

8. Artificial intelligence makes customer communication
more efficient and accurate, and improves the quality
of sales of enterprises. However, the algorithm relies
on a reliable and sufficient database. If this
prerequisite is met, when interacting with potential
customers or customers, the AI algorithm can make
multiple predictions more accurately when calculating
the correct time and what tactical marketing actions
are required to make the customer purchase, stay, or
return .
Marketing activities are no longer static. They
dynamically evolve by updating all knowledge about
purchases, interests, and user behaviours and using it
to obtain a better customer experience. Machine
learning makes this possible.
MARKETING
AUTOMATION

9. "Digital Twin" refers to copying a physical object
digitally, simulating the behaviour of the object in the
real environment, and performing virtual simulation
of the product, manufacturing process and even the
entire factory, thereby improving the production
efficiency of product development and manufacturing
of manufacturing enterprises .
DIGITAL TWINS

10. The concept of the Internet of Things is that the
physical devices used daily are connected to the
Internet, and they can communicate with each other
through data exchange. The data collected by physical
devices can be processed intelligently and make the
devices more intelligent.
INTERNET OF
THINGS

11. Virtual Reality (Virtual Reality, referred to as) is a high-
tech that has emerged in recent years, also known as
artificial environment. Virtual reality is the use of
computer simulation to generate a three-dimensional
virtual world, providing users with the simulation of
sight, hearing, touch and other senses, allowing users
to observe things in the three-dimensional space in a
timely manner and without restrictions. .
VIRTUAL REALITY

12. AR stands for Augmented Reality, or augmented
reality technology. This technology is to use computer
technology to superimpose virtual information into
the real world.
Augmented Reality technology to the virtual
information (objects, pictures, video, sound, etc.)
integration in the real world, the real world will be
enriched, to build a more comprehensive, better
world. Since the beginning of Google Glass,
augmented reality glasses have begun to appear, but
they are still primary products. These glasses can
present some simple auxiliary information to users,
but complex information can do nothing.
AUGMENTED
REALITY

13. THANK
YOU
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