In today’s high-functioning virtual world, Artificial Intelligence and Machine Learning are the two tools that have enabled possibilities that were otherwise thought unachievable. In almost every sector of work and life, AI and Machine Learning are the two primary elements that have brought forth some of the most revolutionary changes in recent times.
In this article, we at Edureify will discuss these two features that made such great possibilities achievable and ready-to-use. Read on to know all about Artificial Intelligence and Machine Learning.
What is Artificial Intelligence?
To go by the bookish definition, “Artificial Intelligence is a technology that enables a machine to simulate human behavior.” Some of the features of Artificial Intelligence that have made it one of the revolutionary technologies of the modern times are-
- Helps eliminate dull and boring tasks
- Gives complete data insight- data collection, data analysis, and delivery of required actions
- Imitates human behavior and cognition
- Predicts future goals and results
- Helps prevent predictable damages
- Has facial recognition and Chatbots that help in better company establishment
What is Machine Learning?
Again to go by the bookish definition, “Machine Learning is a type of Artificial Intelligence that allows software applications to be more accurate at predicting outcomes without being explicitly programmed to do so.” The Machine Learning algorithm stores the historical data as input to predict new output values. The key features of machine learning are as follows-
- Transforms raw data into an understandable format
- Feature Engineering, a process that helps in the altering of data to better enable the algorithms to work
- Has various algorithms as only one algorithm cannot solve all the problems
- Helps in choosing the best algorithm or process that will better solve the problem
- Works for training and tuning by using smart hyperparameter
- Provides human-friendly insights
- Gives easy and user-friendly solutions
Use of Artificial Intelligence in Education
Ever since the pandemic, online education has become the need of the hour. The shift from offline education to online education would not have been possible had it not been for AI. The change from traditional methods of education to virtual education was a big challenge. AI came to the aid of such a major turnover also. Following are some of the ways AI is used in Education by startup educational apps-
- AI-assisted language learning EdTech startups- AI has virtual learning of a new language possible with great ease.
- Adaptive Learning Software- AI enables personalized learning. AI understands the need of each student, analyze their personal growth, and provides solutions accordingly.
- AI has made education accessible from any place at any time as per individuals’ needs and preferences.
Machine Learning and Deep Learning
Just like Machine Learning is a subfield of Artificial Intelligence, Deep Learning is a subfield of Machine Learning. The Deep Learning Neural Net algorithm helps in completing tasks that consist large volumes of data. The Deep Learning Neural Net helps in the classification of the data and solves complex tasks like recognizing objects with images and translating speech in real-time. The Neural Net is an algorithm of Machine Learning that provides support in delivering rapid and precise actions with less human interaction.
Artificial Intelligence and Machine Learning for Business
As discussed so far, AI is indeed one of the primary factors that have helped in the smooth sail of bringing forth the technological revolution. How AI and Machine Learning are incorporated into a business that many budding entrepreneurs are interested in are as follows-
- Enables human-machine teaming- helps build a niche where humans and machines have equal roles to play and have a balanced work culture
- Medicine and Pharma- big machines that are used for radiology, dermatology, and oncology are all AI-based
- Growth of the autonomous Vehicle industry- private companies like Tesla are manufacturing their cars with the help of AI
- Support Decisions- virtual assistants, a feature of AI, listens and observes behaviors, build and maintain data models, and predict and recommends actions that give better results for the company
- Marketing- promotional activities and media campaigns all require AI to help in marketing
- Customer Support- AI provides tech and customer support to companies that make a company prompt and smarter in dealing with customer complaints
Artificial Intelligence and Machine Learning are indeed the propagators of the modern revolution. In today’s fast-paced life and virtual reality, most of the things that are available to us easily at our fingertips would not have been possible. Edureify, an AI Learning App itself makes use of Artificial Intelligence and Machine Learning to better serve the needs of the students.
The more students and professionals interact with AI and Machine Learning, the more software-oriented a person becomes. Dealing with such technologies daily can pique the interest of many to learn more about the different software. Those interested in learning more can take up a Full Stack Software Development course that will enable them to develop both client and server software. One can have many advantages from learning about such program development courses. To know more about such courses check out Edureify’s Top 10 Python Courses to Take in 2022 article for more details.
Students, beginners and professionals, who would like to know more about Machine Learning and AI, stay tuned to Edureify. We will provide you with more such discursive articles to help you understand such revolutionary technologies. For more study materials on coding, check out Edureify’s Learn Coding section.
Some FAQs about AI and Machine Learning-
1. What is AI?
Artificial Intelligence is a wide-ranging branch of computer science that aims at building smart machines that imitate human behavior and cognition to bring better results.
2. What is Machine Learning?
Machine Learning is a subfield of AI. Machine Learning uses various algorithms that enable efficient working and execution of smart results.
3. What are the features of AI?
Following are some of the features of AI-
o Helps eliminate dull and boring tasks
o Gives complete data insight- data collection, data analysis, and delivery of required actions
o Imitates human behavior and cognition
o Predicts future goals and results
o Helps prevent predictable damages
o Has facial recognition and Chatbots that help in better company establishment
4. What are the features of Machine Learning?
Following are some of the features of Machine Learning-
o Transforms raw data into an understandable format
o Feature Engineering, is a process that helps in the altering of data to better enable the algorithms to work
o Has various algorithms as only one algorithm cannot solve all the problems
o Helps in choosing the best algorithm or process that will better solve the problem
o Works for training and tuning by using smart hyperparameter
o Provides human-friendly insights
o Gives easy and user-friendly solutions
5. From where can I learn more about AI and Machine Learning?
Edureify! Edureify, the best AI Learning App provides informative articles on various topics that interest students. Our website contains articles on various topics that will keep the computer and technology fanatics hooked. Learn more with Edureify.
