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  • Ideas on Machine learning

    vkeerthana

    Member

    Updated: Oct 25, 2024
    Views: 984
    am not familiar with projects based on machine learning. but am more interested to do projects in that area. so please help me out.
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  • Kaustubh Katdare

    Administrator • Aug 3, 2012

    vkeerthana
    am not familiar with projects based on machine learning. but am more interested to do projects in that area. so please help me out.
    Sounds interesting. What help do you want? Why not ask very specific questions?
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  • Abhishek Rawal

    Member • Aug 3, 2012

    PageRank named after Larry page (Google Co-founder).
    PageRank is a numeric value of between 0 & 10 that google's algorithm assigns to web.
    Page to indicate both quantity & quality pages linking to it. Score it updated constantly but changes are periodically displayed in G toolbar.

    Tutorial :: <a href="https://michaelnielsen.org/blog/using-your-laptop-to-compute-pagerank-for-millions-of-webpages/" target="_blank" rel="nofollow noopener noreferrer">Using your laptop to compute PageRank for millions of webpages | Michael Nielsen</a>

    Note: start with small pages website & gradually increase size. Codes are complex. You can use Python, but better to use C.
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  • simplycoder

    Member • Aug 4, 2012

    machine learning is a very vast field for study and exploration. I can compare ML to universe, we have discovered only a small part of it. We still donot know how much more can this be benificial.

    ML is classified into 2 major categories(there are more, but these 2 are major)
    • Supervised Learning.
    • Unsupervised Learning.
    For more information google/wiki for them.

    An example of this could be (a very crude one)
    A simple machine learning algorithm can be used to find the expected object by providing it a large dataset of values with known results. Then by plotting it, you can find the your required result.
    Lets suppose we play rock-paper-scissor. Now for round one I choose Rock,u scissor I won.
    Enter this into database along with the result. Similarly for round two and so on.
    We play around 100000 games like this.
    Now you have a good collection of combination from which you can draw out probability(V.IMP) of wining against losing. Effectively your machine would play smarter with database of 100000 than that of 100 games.

    Assume tic-tac-toe. computer makes random moves and doesnt think ahead at all. Just plays randomly from experience.
    It will lose games at first but then later on because of the database of games and results from past experience it knows which is a good move or a bad so it will avoid it. It wont take long time to for computer to play perfectly.

    You can make a mini project for above two let me know if you need any further guidance.

    On slightly more complex side is stock market prediction (if you are planning to invest in stocks based on ML, please do it on your own risk)

    Unsupervised Learning is more complex than supervised learning.
    I can go on and on with this but then a simple google search would be more productive.

    You can also google for stanford class on ML its a nice approach for beginners.
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  • riyan santhosh

    Member • Mar 24, 2013

    how can we use this i.e machine learning for community services??
    i found that using this ml we can predict the diseases is that true??
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  • rahul69

    Member • Mar 25, 2013

    riyan santhosh
    how can we use this i.e machine learning for community services??
    i found that using this ml we can predict the diseases is that true??
    ML can be used to predict diseases, Consider for example a machine keeps storing the genetic data of cancer patients, the chances of prediction whether the patient suffers from cancer, based on its genetic information increases by ML as the machine can check in its database and on the basis comparison of the knowledge base with patient's genetic info, can predict.
    Another application is monitoring of a particular geographical area, and prediction of possibility of epidemic in that area. This can also use similar ML technique to predict.
    Hope it helps😀.
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  • riyan santhosh

    Member • Mar 26, 2013

    Thank you so much !! it helped a lot!!👍👍
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  • Ankita Katdare

    Administrator • Mar 26, 2013

    #-Link-Snipped-# Very informative post. Great example. Thank you so much.

    Adding my two pennies -
    There's so much to explore in the field of machine learning. You could choose a problem that appeals to you. A real-word dataset or a theoretical solution to a real world problem.
    I recommend anybody wishing to dwell into this, take a course about Machine Learning on Coursera from University of Washington:
    #-Link-Snipped-#

    Who is to say, you may as well be the one to develop the next baby robot that learns everything on its own like a real human baby.
    👍
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  • Surabhi Shrivastava

    Member • Mar 29, 2019

    Can machine learning and Artificial intelligence benefits IT students..as inm 2nd year so I didn't know much about it

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  • Kaustubh Katdare

    Administrator • Mar 29, 2019

    #-Link-Snipped-# - welcome to CrazyEngineers. It's not clear what kind of benefits are you considering. From jobs and careers perspective - AI and ML are going to be the future for sure. If you wish to make a career as an AI developer or as ML expert; you need to start preparing right away. The best way to do it is to start honing your programming skills and make sure to keep up to date with technological advancements. You could do that by being a member of CrazyEngineers. 

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