Author Topic: What Is Machine Learning? Why Machine Learning Matters ?  (Read 246 times)

Offline motiur.swe

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What Is Machine Learning? Why Machine Learning Matters ?
« on: July 09, 2018, 04:48:18 PM »
A data analytics technique that teaches machines or computers to do what comes naturally to humans and animals: learn from previous data or experience is known as Machine learning. To learn information directly from data without relying on a predetermined equation as a model, computational methods are used by Machine learning algorithms. Based on the number of samples available for learning increases, the algorithms improve their performance.

Why Machine Learning Matters


Machine learning has become a key technique with the rise in big data for solving problems in areas, such as:

  • Computational finance, for credit scoring and algorithmic trading
  • Image processing and computer vision, for face recognition, motion detection, and object detection
  • Computational biology, for tumor detection, drug discovery, and DNA sequencing
  • Energy production, for price and load forecasting
  • Automotive, aerospace, and manufacturing, for predictive maintenance
  • Natural language processing, for voice recognition applications

More Data, More Questions, Better Answers

Machine learning algorithms find natural patterns in data that generate insight and help make better decisions and predictions. They are used every day to make critical decisions in medical diagnosis, stock trading, energy load forecasting, and more. For example, media sites rely on machine learning to sift through millions of options to give song or movie recommendations. Retailers use it to gain insight into their customers’ purchasing behavior.

Sheikh Shah Mohammad Motiur Rahman
Lecturer, Department of Software Engineering
Daffodil International University
+8801718 297606
motiur.swe@diu.edu.bd
http://faculty.daffodilvarsity.edu.bd/profile/swe/motiur.html

Offline Nusrat Jahan Momo

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #1 on: July 10, 2018, 09:19:00 AM »
Thanks for sharing.

Offline iftekhar.swe

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #2 on: July 10, 2018, 02:28:13 PM »
  • Computational finance, for credit scoring and algorithmic trading

can you please help me in this regard?
_________________________
MD. IFTEKHAR ALAM EFAT
Sr. Lecturer
Department of Software Engineering, FSIT
Daffodil International Univeristy

Offline sagar.swe

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #3 on: July 10, 2018, 03:39:35 PM »
Yes, machine learning can help in the area  different prediction. It can much impact in the area of software engineering.
Md Alamgir Kabir
Lecturer
Department of Software Engineering

Offline afsana.swe

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #4 on: July 12, 2018, 04:03:25 PM »
I also interested to learn more. Could you please share some more info please ?
Afsana Begum,
Lecturer (Senior Scale),
Member of Exam Committee and
Convenor of DIU-ISG, Bangladesh,
Software Engineering Department,
Daffodil International University, Dhaka

Offline SSH Shamma

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #5 on: July 12, 2018, 08:23:39 PM »
Thanks for sharing.
Syeda Sumbul Hossain
Lecturer, SWE
Daffodil International University
Contact No. 01918455555

Offline afsana.swe

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #6 on: October 18, 2018, 02:32:22 PM »
Machine learning algorithms find natural patterns in data that generate insight and help make better decisions and predictions. They are used every day to make critical decisions in medical diagnosis, stock trading, energy load forecasting, and more.
Afsana Begum,
Lecturer (Senior Scale),
Member of Exam Committee and
Convenor of DIU-ISG, Bangladesh,
Software Engineering Department,
Daffodil International University, Dhaka

Offline Fahad Zamal

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #7 on: November 15, 2018, 12:43:31 AM »
Informative. Thanks for share.

Offline akhi

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #8 on: November 15, 2018, 12:44:44 AM »
Informative
Amatul Bushra Akhi
Employee ID: 710001668
Lecturer
Room No: 704 AB-01
Department of Computer Science and Engineering
Permanent Campus
Daffodil International University

Offline Tapushe Rabaya Toma

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #9 on: January 13, 2019, 01:31:43 PM »
Useful and informative Information. Thanks for sharing :)

Offline s.arman

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Re: What Is Machine Learning? Why Machine Learning Matters ?
« Reply #10 on: January 17, 2019, 07:58:22 PM »
informative