Interested in A.I. as a Career? Here’s Some Good News

Interested in A.I. as a Career? Here’s Some Good News

The “tech talent gap” is real and it is growing but the cause of it is not the lack of passionate talented tech individuals, but the tech companies’ inability to access the talent that they require. If this issue goes unaddressed, the tech talent gap will keep increasing.

The “tech talent gap” is real and it is growing but the cause of it is not the lack of passionate talented tech individuals, but the tech companies’ inability to access the talent that they require. If this issue goes unaddressed, the tech talent gap will keep increasing. It is extremely vital for tech companies to come up with innovative means to tackle this talent deficit which has been impeding the growth of a vast majority of companies.

For the past decade, Artificial Intelligence has been heavily influencing and reshaping society in both consumer and business realms. Hailed as the ‘4th Industrial Revolution’, the rise of AI technology forms one of the seminal stages of development witnessed by humanity since the start of mechanical production during the first industrial revolution in 1784.

CEO of Google, Sundar Pichai observes: “The last ten years have been about building a world that is mobile- first. In the next ten years, we will shift to a world that is AI- first.”

Artificial Intelligence has taken the world by storm, particularly since IT giants like Google, Microsoft, Apple, Amazon and Facebook have ensured that AI has an impact on practically every aspect of our lives. Whether it is SIRI and 3D printing, or drones, pedestrian detection and autonomous vehicles, we have reached a stage where AI is indispensable to our lives.

Despite its monumental success and all the hype surrounding it, Artificial Intelligence is still in its infant state. It is a fast-expanding market with endless opportunities, and NOW is the perfect time for young people to capitalise on it by acquiring and developing pertinent skills. What’s more, pursuing Artificial Intelligence as a career can help you earn quite a lot!

According to ‘The Dice Salary Calculator’, a tech pro from San Francisco with a minimum of five years of experience in technologies related to Artificial Intelligence can earn up to $121,000 per year.

In a “fun” place like Kansas City, salaries for pursuing a career in Artificial Intelligence may approach or even exceed six figures! An analysis conducted by ‘The New York Times’, three years ago, found out that Ilya Sutskever, who works in OpenAI, earned almost $2 million.

However, the demand for people equipped with the knowledge of Artificial Intelligence far outstrips supply. An analysis conducted by ‘McKinsey & Company’ found out that A.I experts in the world are fewer than 10,000.

  • There are multiple courses being offered by tech companies and educational organisations that can help you develop essential skills to pursue a career in Artificial Intelligence.
  • They also instruct you about machine-learning on a rudimentary level.
  • For instance, Google offers a crash-course on machine learning, that only takes a few hours, through their website, ‘Google Cloud Platform Website.’ Facebook also provides a series of videos related to fundamental Artificial Intelligence concepts.
  • You could also be a self-taught Artificial Intelligence pro. Many free and low-cost learning opportunitiescan be found online, with a little research.
  • You could access ‘GitHub’ to teach yourself the basics of AI, or check out Udacity, fast.ai, Codecademy, and Coursera.
  • These help you gain immense knowledge, at your own pace and from the confines of your bedroom if you so want, while also jazzing up your CV.

Artificial Intelligence is taking over all aspects of our lives- from our economic growth to waste reduction, from healthcare to education. Moreover, training in Artificial Intelligence opens up job prospects in machine learning and development, data science and architecting Artificial Intelligence technology stack. It is, indeed, the fastest growing job market in today’s world, and it is the perfect time for you to take proactive and decisive steps to launch a successful career.

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Artificial Intelligence Tutorial

Artificial Intelligence Tutorial

Artificial Intelligence is the future of the world. It is expanding rapidly in every sector of industries. There is a bright future in Artificial Intelligence and this Artificial Intelligence Tutorial will help you to get a sparkling start for your Artificial Intelligence journey.

This Artificial Intelligence tutorial gives you an introduction to AI right from the basics. We shall be covering Machine Learning, Deep Learning and various application areas of AI, Python, various packages available in it, Tensorflow, Keras, Neural networks, Multilayer perceptron, Convolution neural networks, Recurrent neural networks, Long short term memory and OpenCV.

Artificial Intelligence Course:

https://intellipaat.com/blog/tutorial/artificial-intelligence-tutorial/

AI Tutorial Video:


What are the Goals of AI?

To create machines which can do better performance than the previous version.

To add new features which human possess.

But what is Artificial Intelligence?

Artificial Intelligence is all around us. Artificial Intelligence creates a higher degree of efficiency and productivity by automating the repetitive task and creating immersive and responsive experience and understanding human sentiments and even emotions.

This Artificial Intelligence tutorial will help you master AI by taking you through a step-by-step approach while learning AI and Machine learning concepts.

Prepare Yourself for the Interview with these Interview Questions:

https://intellipaat.com/blog/interview-question/artificial-intelligence-interview-questions/

Originally published at www.intellipaat.com in the tutorial "Artificial Intelligence Tutorial" on 16 sept 2019

Why you Should Learn Artificial Intelligence

Why you Should Learn Artificial Intelligence

Artificial Intelligence (AI) uses intelligent machines built in a way that they react like humans. In this post, you'll see top 10 reasons why you should learn AI

Introduction

Artificial Intelligence has revolutionized the way people think, learn, and work in various fields, from finance to healthcare and mobile apps. What’s more interesting is that AI plays more role in our daily lives than we can imagine. From Siri and Ok Google to various virtual player games and social media apps, AI is everywhere. It sure is the most happening topic in every business right now. It is the most wanted and exciting career domain right now in the market. Let us know what Artificial Intelligence is.

What is Artificial Intelligence?

Artificial Intelligence uses intelligent machines built in a way that they react like humans. The primary process involved in making these smart machines is to carry out decision making, which analysis and uses data available in an enterprise. It is similar to the human mind absorbing and synthesizing information and providing with the required decision.

1. Artificial Intelligence in Healthcare industry:

We are now in a digital age where everything could be implemented with the help of technology and Internet. Nowadays we get to see that a doctor can monitor and diagnose a patient from a remote location. This has reduced the necessity of being in person. Image the same way where the patient’s health condition is checked against predefined medications and algorithms prescribing a solution to the doctor. This would be a great success in the entire Healthcare industry. The current healthcare industry is completely dependant on the doctor’s sole knowledge and no supporting decision-making system is available to advise the treatments or the medication. It is completely coming up from the Doctor’s experience and decision.

Imagine a condition where all the patient vitals and health records are pre-analyzed and a personalized treatment plan is produced for the doctor to review will change the entire treatment process.

2. Artificial Intelligence in responding to your emails:

If you have been using Gmail’s latest mobile application then responding to your emails would have been really easy and also exciting. So based on your email content, a predefined answer are already pre-populated as tags for you while responding back to the email. The latest version of Gmail mobile application has drastically reduced the turnaround time in terms of responding an email back. So the mobile applications are evaluating the emails now and giving us appropriate suggestions while writing back to the sender. Well, the possibilities are limitless and more importantly endless. So we got to wait for the future and see how it is going to affect the human interventions. The above list is a general observation of how Artificial Intelligence is already taking up its baby steps and improving the current processes. Well, the limitations are endless and one needs to understand to what extent it can be helpful. Involving and rebuilding the process by implementing Artificial Intelligence and Machine learning will be definitely the future and it makes sense to build the skill in this arena. A lot of possibilities are available where the implementations are not specific to an industry but this can be generalized.

3. Artificial Intelligence In Mobile World:

The smartphone nowadays is not only considered as a communication device anymore it can be called as your digital wallet and much more than that, even we can classify them as your personal assistants. Well, speaking about personal assistants, it is worth mentioning about “Siri”. It is one of the best examples of proper utilization of Artificial Intelligence and Machine Learning. So based on your habits and interests “Siri” will be able to answer all your questions and provide valuable suggestions. This is already happening and this is the start of next wave of technology utilization. We have seen days where mobile devices didn’t have touchscreens and now we are in a digital age where the majority of the devices are touch screens. The next age of mobiles will be working on the voice commands which is nothing but “Siri”. This change will be huge and it will completely change the way people are using their mobile phones at the moment.

4. Artificial Intelligence in Smart Home Devices:

Based on your preferences what if your home environment is changed from time to time. Wondering whether this is possible or not? Well, it is definitely possible. In past few years, we have seen a lot of smart devices coming up in the market which works in line with our preferences. So basically based on your preferred patterns, the lighting in the house and temperature of the refrigerator and other household devices can definitely be monitored and eventually project optimum utilization settings as well. All of this is happening because of underlying Machine Learning and Artificial Intelligence built into these devices.

5. Artificial Intelligence in Automobile Industry:

If you are updated with the latest technology happenings then you wouldn’t have missed this at all. The concept of self-driving cars and autopilot features are in the news lately and big players like “Google” and “Tesla” are already in this arena. Have you ever imagined that you will be traveling in a car which doesn’t need a driver to take you from point A to point B. Well, this is not at all a dream anymore, a lot of test runs have gone through were the concept cars going to hit the road soon. This is definitely going to be the future in the automobile industry. A lot more research and development needs to happen within this area as we have to consider the safety and security aspect of the passengers. Well, we have to just wait and watch what is going to happen.

6. Artificial Intelligence in Music and Movie Recommendation services:

Who doesn’t like watching movies and listening to music right?

What if your next song or movie is recommended to you by a system based on your interests and browsing history? This would be pretty cool right!!! Well, they are already few mobile applications that understand your choice of music and movies and recommend the same genre as a suggestion. This has been a massive success in terms of sales and promotions of various brands because the target market is available for the brands. The ads that you have seen on your browsers are also based on your previous activities. All of your activities are analyzed and a chain of recommendations are provided. With the help of the recommendations, it will definitely help the individuals to explore new options.

7. Artificial Intelligence in Retail industry:

This is going to be a huge game changer for all the retail companies because if they understand the purchase pattern and the requirements of their customers, they will definitely have to tailor their process to be the market leader. The Artificial Intelligence concept comes into the picture when the buying patterns are analyzed and understands the needs of the customer. The retail industry can gain huge profits by properly analyzing the customer needs vs buying the pattern and based on the consumption if the system could suggest:

  • Relevant coupons
  • Promote discounted offerings
  • Targeted marketing

Stocking the warehouses etc.All of these subprocesses with definitely be improved and to be honest it will help the customer a lot. As of now, we are going towards a clash where the businesses are legally obligated that they are invading an individual privacy by closely evaluating their buying pattern and the products that they buy.

In certain parts of the world, Amazon has started an offer called “Pantry” where they can select few products as essentials and they are automatically delivered to you on a periodic basis. Well, this is a perfect example for introducing the Artificial Intelligence into the process where a better operational and stocking activities are carried out.

8. Artificial Intelligence in Security Surveillance:

Safety and security are the important aspects and the basic needs of an individual or for an organization. The surveillance setup, i.e. security cameras monitoring important areas of the business is definitely a better idea. But watching too many screens for a very long time will be a boring job and ultimately we lose the option of attending the emergencies when there is a need.

So what if there are predefined algorithms that are fed into the security cameras and make them more powerful. Based on the surveillance and the activities the system would be able to analyze and let us know whether the situation is actually a threat or not. 

If it is a threat then it would immediately alert the human security officials associated with the business. If this sort of technology advancements are available right now then it would have made a positive impact on the security of the individuals and operationally the situation will be handled more efficiently.

9. Artificial Intelligence in Fraud Detection:

The fraud detection activity monitoring systems are actually a boom to the human kind where their money is protected by evaluating the transactions that they make. Have you ever received an email or a text message from your bank confirming the recent transaction activity was actually made by you or was it someone else who got hold of your card.

Well, most of this transaction monitoring is carried out by the fraud detection team which is powered by AI.

The transaction patterns of the individual, the usual withdrawal amount from the ATM and the frequency of the account logins. All of this data is stored and analyzed for suspicious activity. 

For example: if you have never used your ATM card for years and all of a sudden you have started withdrawing money from your card then this would be definitely flagged as a fraud alert by the system. So the AI algorithms are developed by considering different scenarios and situations which will ultimately alert the users to be cautious about their belongings. The same technique can be expanded and further used in other industries as well.

10. Artificial Intelligence in Online Customer Support

Nowadays every business has a website for sure because it has been a need vs a luxury. With the rapid use of smartphones and internet, it has been evident that most of the customers are tending to get information via online interactions rather than phone interactions.

So most of the websites have an online chat system which responds to your queries. Do you think that a real human is responding back to your queries all the time? Well, not all the time. To make sure the business is live and active 24/7 days businesses are opting for automated bots which actually does the same job as of a human. The responses are based on the content available on the website and the same is fed back to the customer based on his or her request.

Well, this process is gaining more and more acceptance and the underlying logic is also going through a makeover where it can accommodate more requests and provide more accurate information. All of this is happening because of the rapid development of Natural Language Processing (NLP).