Many of us have these question Why is that ends up with “n” number of additional questions! But in precise, I’m going to tell you “why we got to rush for AI.”
Artificial Intelligence, mostly known as AI, is the simulation of human intelligence by devices. In precise, it is the method by which devices demonstrate certain aspects of human intelligence like reasoning, learning, self- correction. Since its commencement, it has shown unprecedented growth. Artificial Intelligence has undoubtedly been a prime entity in today’s world, and it has demonstrated a robust exponential growth throughout. Innovations like Tesla’s Autopilot, Google’s DeepMind, Virtual assistants Siri, Alexa, Cortana are the best examples of the future scope of AI.
Here are some fields where AI can change the future to best:
Artificial Intelligence in Data Analysis
AI is the new engine which is driven by the best fuel called DATA. It is originating some companies to success and devising creative and economical solutions to most of the problems. It would profit immensely if the potential of AI is used to detect patterns and trends that are invisible to the mundane eye. In simple, this enables business’ to target the right customers for the product.
In 2019 alone AI, along with data analysis, drove almost $2.2 trillion worth of value worldwide. If the stakes are this huge, the role of AI in deriving meaningful insights, trends and patterns become vital.
Artificial Intelligence in Agriculture
Here is a fact, the world needs to produce over 30% of its current production in just another 15 years. Thoughtful planning of resources along with AI, will help the farmers grow sustainable production while managing resources actively. Considering factors such as climate change, reduction in water resources, decrease in cultivating land, population growth, AI has enormous potential to provide innovative answers to improve the crop yield during the year to meet the increasing demands.
The future scope of AI involves usage of robots to assist in crop health disclosure, reaping and soil analysis which ensures positive outcomes in the long term.
Nowadays, smartphones are used to perform a wide variety of analytics and tests in the field of agriculture. If that paired with AI, the chances are endless with tremendous potential.
Artificial Intelligence in Automation
The application of automating rule-based works using machine learning is called Robotic Process Automation(RPA). As the scope of AI is immense, growth in automation is directly proportional to automating the tasks in a diverse number of fields. We can forecast a high amount of productivity by making use of AI in daily jobs, holding the high efficiency and throughput of automation.
Automation helps humans’ to focus on the crucial aspects of their jobs while leaving the repetitive work to machines as we all know it can coverup the risky jobs like welding, working in coal mines, bomb diffusion etc.
Artificial Intelligence in Cybersecurity
With the tremendous growth in the availability of the Internet everywhere to everyone, cyber-attacks are growing in the same. In today’s world safety and privacy of one’s data is the most concerned, and from many years, cybersecurity is the answer for it. Even though there are rigid and approved methodologies in usage, hackers always find a workaround. Novel AI techniques like Recurrent Neural Networks can detect fraud in initial stages. This detection method will be able to scan thousands of transactions spontaneously and organise them. By which one can save lots of time as it focuses on cases where there is a high possibility for the scam.
Why should you be certified in AI:
Over the last 2years, there is a 60% increase in demand for AI learning experts in the industry. Also in India, the growth in the size of this sector is estimated up to $16 billion by 2025. Considering this as the central aspect many companies/industries feel that the shortage of skilled people is lessening the adoption of AI in business which makes a massive impact of loss in future.
With the lockdown to combat the deadly Covid-19 students and professionals have lots of time in their hands. To utilize this time productively, several people are looking for resources to upskill themselves. Considering this here are some suggested courses that will help you in mastering the AI course from scratch.
1) Introduction to Neural-Networks and Deep Learning by Great Learning :
This course requires learners to have essential knowledge of Python, linear regression, logistic regression, and introductory algebra. This course covers different aspects of neural networks such as loss functions, hyperparameter tuning, deep neural networks, batch normalization, tensor flow and so on.
Duration: 15 Hours.
2) IBM AI Engineering Professional Certificate by Coursera:
To master fundamental concepts of deep learning and machine learning can undertake this course. Six courses are offered under this professional certificate like machine learning with Python, deep neural networks with PyTorch, scalable machine learning on big data using Apache Spark, AI Data Science, etc.
3) Introduction to AI for Business by Udemy :
This course provides an overview of what predictive data analytics are, which AI software is available, and how can they enhance the business performance and also about how Microsoft is using this technology. Moreover, it’s free of cost!
4) AI technologies for Business Planning and Decision Making by FutureLearn:
This course helps you to learn how AI technology and AI processes help businesses with both human and automated business planning and decision-making. This course comes with free of cost as well.
Duration: 6 Hours
5) AI for Everyone by Edx:
This course covers the fundamentals of Artificial Intelligence (AI), and its application to solve real-world problems including, search, constraint satisfaction problems games, machine learning, logic etc. It also helps to solve the real AI problems using python and perform machine learning algorithms.
Duration: 108 Hours
Website Link: https://www.edx.org/course/artificial-intelligence-ai
6) Elements of AI by Reaktor and the University of Helsinki:
This program can be taken by anyone interested in AI as there is no complicated math or programming involved in it. It covers the basics of artificial intelligence and enables you to learn what is possible, what is not, and helps you to recognise how AI is transforming our lives.
Duration: 30 Hours
My suggestion to all the folks:
After the completion of Lockdown, it becomes so hard to find a job. The main reason for it is well known – many have lost their jobs, and as usual, many graduates have come out with degrees alone! So when you go for an interview, obviously they will question you about what have you learnt in this lockdown period. If you say the same answer like before “I know programming, scripting, java, c++ etc, etc.; without a doubt, they say NO to you. So it’s better to be prepared with some new technologies in hand before hearing that big NO for the recruiter.