Connect with us

Artificial Intelligence

The skills required to develop AI

TechCEO

Published

on

There is no dearth of jobs for qualified people in the market. Especially, if you have the knowledge and desire to make a significant difference in the market. Technologies like Machine Learning (ML) and Artificial Intelligence (AI) have already established the foothold in the market. Both of these technologies have the power to reform the way businesses operate. The communication and human interaction to accomplish complex tasks are also evolved.

As the business application of AI and MI is constantly increasing, the requirement of qualified people to handle the workload is also increasing. Everybody is willing to take their career to the next level with these innovations. It is true that there are ample opportunities for qualified people, but simultaneously you should also have the extra-ordinary capabilities to take the challenges as programmers to make a smooth and natural transition whenever and where required. Now, to sail across smoothly, you must look at the following:

  1. Powerful mathematical and algorithms knowledge

If you’re an expert in a broad set of algorithms and applied math, kudos, you’re an ideal candidate. A candidate should be well-versed with superb problem solving and analytical skills. If you have a principle understanding of the statistics, probabilities, and math; and can efficiently to grasp the problem, while performing efficiently in the given tasks, you’re in the right profession. The basic knowledge and foundation will allow the professionals to identify the correct algorithms to solve a problem and figure out ways to optimize the results.

  1. Knowledge of probability and statistics

Detailed knowledge of probability and statistics will help you to understand different AI models. The knowledge of theories will also help you in learning complex algorithms. If you wish to be efficient in all AI models, you must have adequate knowledge of statistics and ways to seamlessly carry out programming. The handling of statistical data and methods using a model evaluation metric is a work of professionals who have the expertise and knowledge to do that, and you could be one among them.

  1. Basic knowledge and expertise in programming languages

It is necessary to learn programming languages such as Python, C++, R, Java, etc. to gain proficiency in handling AI and ML modules. Python makes it easier for them to create complex algorithms, while C++ speeds up the entire coding process. If you need to be an expert in stats and plots, you should be an expert in R is needed to be efficient in stats and plots. The aspiring AI professionals also need to be well-versed in Java to implement mappers and reducers. Explore the different open source libraries, to be expert in these languages.

  1. Efficient to distribute the computing data equally

As the programmers in AI jobs need to handle large and multiple data they must learn how to equally and efficiently distribute the computing data to avoid confusion and clutter. As you work on a single machine and all the data needs to be handled carefully, you must know and take care of these data. These would only sharpen your knowledge and skills.

  1. Adequate command over Unix tools

As most of the processing in artificial intelligence happens on Linux-based machines, the programmers should be well-versed with the functions of Unix tools like awk, grep, cat, sort, find, cut, tr, etc. They should have a thorough knowledge of the ways to utilize them.

  1. Be curious and enhance your creativity

In order to discover ways to approach specific problems, your mind should always figure out the ways to do things creatively. You should be curious enough to find out the solutions and at least keep looking for solutions. In order to do so always be open to abstract information. As abstract information can efficiently help you to find out a solution. Be clear with the possibilities to process it well.

  1. Need to stay updated and grab the new concepts

As aspiring AI professionals, you must have a passion to learn and explore new concepts and always have a desire to stay updated. Put efforts your skills every time you get a chance. Never leave an opportunity to upgrade your knowledge and skills and be familiar with the advanced development tools, theories, algorithms, etc. You can also actively participate in various online forums, blogs, and communities to be in touch with new options and ideas. Online AI tutorials, conferences, video courses, etc. can be extremely helpful to enhance your expertise. Consulting online papers like Google Big Table, Google Map Reduce, The Unreasonable Effectiveness of Data, and Google File System can be extremely helpful for the programmers who wish to sharpen their AI knowledge.

  1. Willingness to succeed

As AI and ML are still new technologies, the professional should be patient and have strong perseverance. Nothing works better than a willingness to succeed and success never comes in a day. If it is hard to discover new tools and methods for making the community much more efficient, one must strongly pursue to achieve it. Be patient enough to cope up with several months and countless iterations to achieve accurate results. You need to open to new opportunities and feel confident to make a new move towards the AI development domain. Be ready to explore the highly dynamic and promising field.

Continue Reading

Artificial Intelligence

Miracles of Artificial Intelligence in the Robotics Industry

TechCEO

Published

on

Artificial intelligence and robotics are two distinct sectors but in the advancement of robotics there is a great role of AI. Well, Artificial Intelligence has worked at a great level for various sectors and has brought amazing transformations too. And when we talk about robotics, artificial intelligences act as the backbone for it. Now question might be how artificial intelligence can empower robotics? The answer you will get if you think which type of robot do you require? The one to which you need to feed command for every single ask, or the one which can grow itself, learn, and take decision required for the abased on the provided criteria. Thus, the impact of artificial intelligence on robotics is massive which is nowhere going to be slow down the pace of development. The major application of AI in robotics is to enhance the automation capabilities of various industries.

Few robotic capabilities that have been developed with the help of AI are listed below:

Sense and response:

Automation is being used in various business industries since several years but the traditional robots were bond to pick an object from a specified location and the further process to be followed as the predetermined data feed in the system. The robot was supposed to follow the same procedure till the object it is working for is known for the system. With the help of artificial intelligence, robots are now developed with the sensors and have a capability to identify objects and locations. It just needs details of the inputs to be processed and end result required by the machinery, the robot will set the process at its own by sensing the work environment without following any rigid procedure.

Mobility:

Mobility of a robot is no more a wonder for anyone as it is in practice since so many decades. With the help of artificial intelligence this mobility of robots has attained precession as never before. Even in complex and unpredicted work environment also these robots are now capable of giving the best and most precise outputs. AI has enhanced the existing robots to provide real time updates while travelling to the predetermined destination and also these bots are update to sense obstacles in advance and reroute by using its intelligence and reach the destination.

Continue Reading

Artificial Intelligence

Narrow Artificial Intelligence and its scopes

Artificial Intelligence proved that technology could imitate the human brain and actions. Narrow artificial Intelligence or narrow AI is a specific technology that it can imitate the human action to accomplish a task, which is narrowly defined. These actions, for example, include speech recognition and voice assistants. It would be good to know that narrow artificial intelligence has cognitive abilities and emphasize a single subset of this ability, where there is a further scope to make a few advancements in this area.

TechCEO

Published

on

Narrow Artificial Intelligence and its scopes

An ability to adapt to machine and learning to a machine is Artificial Intelligence, as described in brief. But artificial intelligence is more than we know and perceived to be. There are 3 types of artificial intelligence.

Let’s look at the first type of AI and broaden our knowledge about narrow artificial intelligence:

Artificial Narrow Intelligence (ANI)

Artificial Intelligence proved that technology could imitate the human brain and actions. Narrow artificial Intelligence or narrow AI is a specific technology that it can imitate the human action to accomplish a task, which is narrowly defined. These actions, for example, include speech recognition and voice assistants. It would be good to know that narrow artificial intelligence has cognitive abilities and emphasize a single subset of this ability, where there is a further scope to make a few advancements in this area.

Tracing the history of AI, narrow artificial intelligence marks the beginning of the basics of artificial intelligence, later, which developed into something more refined and improved. Since the time the computer was invented until the present time, various technologies have been put together to make the human effort easier. It would not be unfair to say that computers have surpassed the human abilities of computing and quantifying tasks. As technology advanced and technologies like narrow artificial intelligence came into place, people’s perception has changed. Probably, we want to know and explore what more artificial intelligence can offer. With endless opportunities, there is no limit to improving artificial intelligence.

With endless limits, narrow artificial intelligence scope is wide. Whether you want to play complex games or want to make some important business decisions and want to complete some critical and useful business tasks, smart devices and computers powered by AI can help you achieve with ease. The technology artificial intelligence systems are evolving and becoming more improved day after day. Narrow artificial intelligence was easier to comprehend, but as human brains are much improvised to accomplish more complex tasks, artificial intelligence striving hard to achieve similar brilliance. Phenomena, like natural language processing advancements, come closer to humans’ ideas. It can replicate the human mind and actions in a much more general strong artificial intelligence model. Technologies like this allow computers to write effective news stories and fiction novels based on what exactly a human mind can think, conceive, and act.

To role it up, narrow artificial intelligence is a stream of intelligence that can perform a single task smartly and intellectually as it is programmed to do so. The basic concept of AI is to learn or be programmed about a single task with intelligence and perform efficiently and smartly with minor or no errors.

The examples of narrow artificial intelligence are:

  1. Speech recognition is the ability of a machine or program to detect related words or phrases in the spoken language and transform the same into a format readable and identified by machines. The fundamental speech recognition software has a stock of limited words and phrases in its vocabulary. It can only recognize what lies in its spectrum and only when it is spoken clearly. To efficiently perform certain actions, it exclusively relies on specific audible and liable voice commands. This type of intelligence is achieved by humanity.

  1. The voice assistant is a digital assistant. It helps and provides solutions or results to the users through phones and voice recognition applications. To perform the tasks, it uses voice recognition, natural language processing, and speech synthesis.

Continue Reading

Artificial Intelligence

Artificial Super Intelligence (ASI) and its scopes

TechCEO

Published

on

Artificial Super Intelligence or ASI is that branch of artificial intelligence that has the capability to perform the tasks that are impossible for the human mind to think or do. It is that aspect of intelligence that is more potent and refined than a human’s intelligence. Human’s intelligence can develop effectively and can adapt to changes faster. Superintelligence is capable of outperforming human intelligence; it is extremely powerful in doing that. Superintelligence is twice as powerful as human brains to conceptualize or idealize. The human brain is made of neurons and is limited to some billion neurons. Superintelligence, therefore, challenges this trait, which knows no limit.

Ever since 1970, when the term Artificial superintelligence was introduced, it has been referring to the capabilities of the computer that can outperform or even challenge the possibilities of the human mind. The technology undoubtedly imitates the human mind and action, but extensively challenges human brains and even surpass human ability. Artificial superintelligence goes further beyond and conceives a world of computer’s cognitive ability, which is much superior to human actions.

The researchers around the world are working towards developing Artificial Intelligence. The road to endless possibilities of Artificial Super Intelligence is paved by the ideas that machines can imitate the human mind, their way of working to the extent that shortly they can even supersede them. Under these circumstances, it is inevitable that Artificial Super Intelligence will be improved and much better in concluding that tasks that humankind would fail to achieve. ASI will function in smarter and better ways compared to the human.

In its first step, Artificial Super Intelligence aims to improve the cognitive abilities of the machine. There are multiple that are dedicated to imitating human brains and actions. It is to give understanding to the machines so that ASI can be a super success. The progressive development of Artificial Super Intelligence could not be deduced as the organizations working to improve the ASI hasn’t revealed anything about the development.

In the future, the ASI will become more conscious, self-sustainable, and self-learning, developing, and improving constantly. The spectrum is so wide that Artificial Super Intelligence may be seen controlling pollution, poverty, fighting disease, and more. It will be equipped to fight anyway, destroy catastrophe and meteors, as well as protect from an alien invasion. It will be smart enough to take control of the way, just as we had done to the world. Imagine a world where a human being will be insignificant in compared to their creation, i.e., Artificial Super Intelligence.

To conclude, we need to be alert and be more responsible when we develop such a system that has an ability to overpower the humankind. We need to understand and define the basic laws that will govern Artificial Super Intelligence so that we can take charge and determine its future. We must hold and restrict its future, alas we want to be destroyed by our own creation.

Continue Reading
Aerospace and Defense3 days ago

How cyber security plays a crucial role in defense industry?

Education3 days ago

Technology reshaping the world of education

Education3 days ago

How to use technology in Education?

Aerospace and Defense4 days ago

Drone technology: A new face of aerospace and defense industry

Construction4 days ago

Technology Advancements in the field of Construction

AR & VR4 days ago

Miracles of virtual reality in physical therapy

AR & VR6 days ago

Human Sensory Possibility of Virtual Reality

AR & VR6 days ago

Challenges faced by Virtual reality to become reality

Construction6 days ago

Technology Revolutionization in the field of Construction

Construction6 days ago

How technology is transforming the industry of construction

Aerospace and Defense1 week ago

Aerospace and Defense Industry Outlook in 2020

BFSI1 week ago

Technology Transformation in the Banking sector

AR & VR1 week ago

What is virtual reality and how it is affecting the real world?

Construction1 week ago

Technology and Construction combination for world-class quality

BFSI1 week ago

A complete guide of BFSI

VR/AR1 week ago

What are the advanced applications of virtual reality?

Construction1 week ago

Experience the change with digital technology in construction

Data Analytics1 week ago

Enhance business profits with Data Analytics

Data Analytics1 week ago

Data Analytics

DevOps1 week ago

Accelerating teamwork with DevOps

DevOps1 week ago

Gain higher quality business developments with DevOps

IOT2 weeks ago

Where is the IoT Market Heading to in the near future?

IOT2 weeks ago

IoT: A revolution in the automobile industry

IOT2 weeks ago

Ways to use IoT for business acceleration and management

IOT2 weeks ago

IoT: Giving a new dimension to the world of internet

Share via
Copy link
Powered by Social Snap