Skip to main content

Relation Between Machine Learning, AI and Data Science

Machine Learning, AI & Data Science:

In modern era, terms like AI (Aritifical Intelligence), Data Science and Machine Learning are trending. Everyone discusses about them but many does not completely gets them. They appear to be mind boggling to a layman and people frequently get confused by words like AI, ML and Data science because they get mixed with each other and it becomes difficult to differentiate between them.
In this article, we clarify and elaborate these terms in easy words that you can easily understand and differentiate between AI, Machine Learning & Data Science.
AI-ML-DS-data science

Artificial Intelligence (AI):

AI refers to making such machines which stimulate human brain. It means to build machines that are intelligent and can act or behave like human beings. This is accomplished by creating an artificial neural network that can depict human intelligence. The human functions that an AI machine performs include logical reasoning,  self- learning and decision making. AI is classified into two parts, General AI and Narrow AI.  General AI refers to perform general and multiple activities and Narrow AI refers to perform specific tasks. For example, General AI would mean that an algorithm is designed to be able to play all kind of board games while narrow AI means to design an algorithm which can play specific game like chess. 

Machine Learning (ML):

Machine learning refers to enable the machines to perform self learning through their environment or on the basis of their past experience without any explicit programming. Hence, ML is a subset or a part of AI because by making machines to do self learn heads towards intelligent machines. That can take decisions and can perform intelligent tasks.


Data Science:

Data science is an emerging field which integrates the above mentioned fields and also from other fields like statistics, mathematics, data engineering and data visualization. 
Data Science refers to deeply analyze data and extract useful insights from that data. Predictions can be concluded from that data with the help of some machine learning algorithms. Weather forecasts, diagnosing diseases, fraud detection, targeted advertisements, speech and image recognition are some of the applications of data science.

If you liked this article, kindly visit my other article to know more about Data Science: What is Data Science & Why It is Trending
Labels:

Comments

Post a Comment

Popular posts from this blog

Is Self-Confidence is the Great Power or Key to success? If so then tell me how?

" Self-Confidence is the key to success " The answer is Yes because the very first thing is self-confidence and self-possession to take any decision in your life. If someone doesn't have both things they don't succeed or get the desired thing in their life. Now the question is that from where both things come or rooted in your mind? This quality comes from your brought up, from surroundings, under great mentorship, under the guidance of your parents, from a positive mindset, from mindset to do better every day, positive thoughts, by helping others, sharing materialistic things with others, easy to discuss every matter from childhood, good communication with someone who listens and guides, who point out and correct your mistakes positively and last but not the least strong relationship with Allah. First of all, you need the confidence to do everything in your life. For example, if you want to start your study you need the confidence to pursue your career or choose your...
Post a Comment
Read more

What is Android?

Android is a software for smartphones, smartwatches and tablets. It is an Operating System based on a customized version of Linux Kernel. It is owned by Google and was launched in 2007. Now, it is the most widely used operating system on smartphones all over the world and is currently running on more than 80% smartphones in the world. Android Smartphone with Android Bot The green robot logo on the smartphone is Android's official logo. What does Android do for you? As a software, the job of Android is to work as a translator between you and your phone (It can be a tablet or smart watch too). When you click some button on your phone, it determines that what task will be performed by that button. If you touch the camera icon, it tells the camera of your phone to start. And same scenario works for your other tasks too. Why Android Looks Different on Different Devices: It is owned by Google but other manufacturers like Samsung, Huawei, Xiaomi, Oppo,...
Post a Comment
Read more

Udemy - Online Courses

Udemy the finest and realistic app that defines your way or goals by giving you access to online courses in coding, python, and more. The app helps you to reach your destination by learning more and more through its services. Learn skills in more than 3400 topics in real-time anytime anywhere in the world as it is available to you all time. Expert instructors of specific topics from all over the world are present on the  Udemy to guide you. You can download the courses’ lectures on your mobile phone to watch them online. Access the courses regarding your selected topics and watch them on TV through Chromecast. Some people have eye strain issues due to their weakened eyesight, so the dark mode option is present to facilitate you. Build a learning habit and focus on your task by setting reminders to stay aware of your learning timings. Without education you can’t achieve anything in the world, so make yourself skilled and trained. Have the notes of respective topics in order ...
Post a Comment
Read more