Difference between Machine learning and Artificial Intelligence

Difference between Machine learning and Artificial Intelligence

A warm welcome to the new tutorial on “Difference between Machine Learning and Artificial Intelligence.” Machine Learning and Artificial intelligence are two hot topics and often seem to be used interchangeably. But these terms aren’t the same thing.

“The ability of machines to work and think, like the human brain, is called Artificial Intelligence.”

AI refers to the imitation of human intelligence processes using machines, particularly computer systems. It revolves around developing systems capable of performing tasks that typically demand human intelligence. AI can be seen as enhancing machines, particularly computers, with human-like intelligence. It’s important to note that AI isn’t a single system but a field of study focused on equipping machines with the ability to tackle problems similarly to human brains.

Machine Learning is a specific branch of Artificial Intelligence (AI). To put it simply, all instances of Machine Learning fall under the umbrella of AI, but not all AI can be categorized as Machine Learning. Machine Learning involves creating systems with the ability to learn independently. In essence, it’s about enabling computers to learn by themselves. This field delves into computer algorithms and statistical models, empowering computer programs to enhance their performance through experience. Machine Learning is a subset of AI where computers grasp insights from data without requiring explicit programming instructions. Instead, they learn from their experiences, discern patterns, refine their performance over time, and make predictions.

John McCarthy, widely recognized as one of the godfathers of AI, defined it as “the science and engineering of making intelligent machines.”

Machine Learning is the science of getting computers to act by feeding them data and letting them learn a few tricks without being explicitly programmed.

Difference between Machine learning and Artificial Intelligence

  • 1. Objective Emphasis:

    • –  Artificial Intelligence emphasizes achieving successful outcomes.

    • – Machine Learning emphasizes achieving accurate results.

  • 2. Nature and Implementation:

    • – AI is conceptual, not a standalone system, but can be integrated into systems to make them intelligent.

    • – ML is a system itself, capable of extracting insights from datasets.

  • 3. Application Focus:

    • – AI is applied in decision-making processes.

    • – ML is employed to learn from experiences and data.

  • 4. Modeling Approach:

    • – AI mimics human cognitive processes.

    • – ML develops algorithms that learn autonomously.

  • 5. Outcome Result:

    • – AI’s outcome is often increased wisdom or intelligence.

    • – ML’s outcome is typically increased knowledge or experience.

  • 6. Relationship:

    • – Machine Learning is a means of achieving Artificial Intelligence. ML is a subset of AI used to make systems smarter.

“Machine learning is the tendency of machines to learn from data analysis and achieve Artificial Intelligence.”


AI goes beyond Machine Learning, incorporating methods like rule-based systems and expert systems. In essence, AI covers the broader notion of creating intelligent machines. Conversely, Machine Learning is a specific technique within AI that concentrates on teaching machines to learn from data, steadily refining their performance as they go.

About Diwas

🚀 I'm Diwas Pandey, a Computer Engineer with an unyielding passion for Artificial Intelligence, currently pursuing a Master's in Computer Science at Washington State University, USA. As a dedicated blogger at AIHUBPROJECTS.COM, I share insights into the cutting-edge developments in AI, and as a Freelancer, I leverage my technical expertise to craft innovative solutions. Join me in bridging the gap between technology and healthcare as we shape a brighter future together! 🌍🤖🔬

View all posts by Diwas →

47 Comments on “Difference between Machine learning and Artificial Intelligence”

  1. Mecanizados en general, para piezas únicas series en nuestras instalaciones. Ingeniería de procesos y Fabricación de piezas complejas y superficies No- regladas, asistida por ordenador, programación CAM 5 ejes mediante programa Hypermill. Los ejes de una máquina CNC son un requisito para generar los movimientos necesarios para el proceso de fabricación.

  2. I appreciate, cause I found exactly what I was looking for. You’ve ended my 4 day long hunt! God Bless you man. Have a great day. Bye

  3. Hello.This post was really remarkable, especially because I was browsing for thoughts on this matter last couple of days.

  4. A formidable share, I simply given this onto a colleague who was doing a bit analysis on this. And he in truth bought me breakfast as a result of I discovered it for him.. smile. So let me reword that: Thnx for the treat! But yeah Thnkx for spending the time to debate this, I really feel strongly about it and love studying extra on this topic. If doable, as you turn into experience, would you mind updating your weblog with extra particulars? It is highly useful for me. Huge thumb up for this weblog post!

  5. An impressive share! I have just forwarded this onto a colleague who was conducting a little research on this.
    And he in fact bought me breakfast simply because I stumbled upon it
    for him… lol. So allow me to reword this….
    Thank YOU for the meal!! But yeah, thanx for spending the time to talk about this matter here on your web site.

  6. I like the valuable info you provide on your articles.
    I’ll bookmark your blog and check again right here
    frequently. I am moderately certain I will be told lots of new stuff right here!
    Good luck for the following!

  7. Excellent post. Keep writing such kind of information on your site.

    Im really impressed by your site.
    Hi there, You’ve done an incredible job. I will certainly digg it and for my part recommend to my friends.
    I am sure they’ll be benefited from this site.

  8. I do agree with all of the concepts you have offered
    to your post. They’re very convincing and will certainly work.
    Still, the posts are very short for beginners. May you please extend them a
    bit from subsequent time? Thank you for the post.

  9. Howdy just wanted to give you a brief heads up and let you know a few of the pictures aren’t loading correctly.
    I’m not sure why but I think its a linking issue. I’ve tried it in two different internet browsers and
    both show the same outcome.

  10. My partner and I stumbled over here from a different website and thought I may as well check things out.
    I like what I see so i am just following you. Look forward to
    looking over your web page for a second time. adreamoftrains website
    hosting services

  11. The other day, while I was at work, my sister stole my iPad and tested to see if
    it can survive a 25 foot drop, just so she can be a youtube sensation. My iPad is now broken and she
    has 83 views. I know this is entirely off topic but I
    had to share it with someone! adreamoftrains website

  12. I’m no longer positive where you are getting your information, however great topic.
    I must spend a while studying much more or working out more.
    Thanks for wonderful info I used to be in search of this info for my mission.

  13. Having read this I believed it was really informative.
    I appreciate you taking the time and energy to put
    this article together. I once again find myself personally spending way too much time both reading and commenting.
    But so what, it was still worth it!

  14. I blog quite often and I truly thank you for your information. Your article has
    truly peaked my interest. I’m going to take a note of your blog and keep
    checking for new details about once a week. I opted in for your
    RSS feed as well.

  15. I don’t know if it’s just me or if everyone else encountering issues with your site.
    It appears like some of the written text in your posts are running off the screen. Can somebody else please provide feedback and let
    me know if this is happening to them too? This could be a problem with my browser because I’ve had this happen before.
    Appreciate it adreamoftrains website hosting services

  16. I feel that is one of the so much important information for me.
    And i’m happy reading your article. However want to observation on few basic issues,
    The site taste is wonderful, the articles is in reality
    great : D. Good activity, cheers adreamoftrains
    web hosting

  17. I am curious to find out what blog platform you have been working with?

    I’m experiencing some small security problems with my latest site and I’d like to find something
    more secure. Do you have any solutions?

  18. I’m amazed, I have to admit. Seldom do I come
    across a blog that’s equally educative and interesting, and without a doubt, you have hit the nail on the head.
    The problem is something that too few men and women are speaking intelligently about.

    Now i’m very happy I found this in my search for something concerning this.

  19. Definitely imagine that which you stated. Your favourite
    reason seemed to be at the internet the easiest thing to take note of.
    I say to you, I certainly get annoyed whilst folks
    think about issues that they plainly do not understand about.

    You controlled to hit the nail upon the
    top as well as defined out the whole thing with no need side-effects , other
    people can take a signal. Will likely be back to get more.

  20. Undeniably consider that that you stated. Your favourite justification appeared to be on the net the simplest thing to be aware of.

    I say to you, I definitely get annoyed while folks think about issues that they just do
    not understand about. You controlled to hit the nail upon the top and also
    outlined out the whole thing without having side-effects , other people could take a signal.

    Will likely be back to get more. Thank you

  21. Oh my goodness! Incredible article dude! Thank you, However I am
    experiencing difficulties with your RSS. I don’t know why I am unable to
    join it. Is there anybody getting identical RSS problems?
    Anyone that knows the answer can you kindly respond? Thanks!!

Leave a Reply

Your email address will not be published. Required fields are marked *