Monday, April 19, 2021
Techiexpert.com
No Result
View All Result
  • Login
  • Register
  • Home
  • Tech news
  • Startups
  • AI
  • IOT
  • Big Data
  • Cloud
  • Data Analytics
  • ML
  • Blogging
Techiexpert.com
No Result
View All Result

Important topics in Machine Learning and Data Mining

Srikanth by Srikanth
March 28, 2017
in Data Analytics
Reading Time: 3 mins read
A A
0
Important topics in Machine Learning and Data Mining2
24
SHARES
341
VIEWS
Share on FacebookShare on Twitter

Under the aegis of phrases like Big data and IoT, there exists extremely important aspects which form the pillars of such technological development. Machine learning and data mining are such pillars which hold the data science together in its rightful place. Hence, if you have the slightest interest in data science, you need to keep yourself updated about the advancements in these two fields.

Especially, for data scientists, greater accuracy is a must with flexibility in terms of approach. Since the algorithms are constantly getting updated in terms of methods and approaches, the new developments are always worth noting. If you investigate regarding the common topics in machine learning today, you get a clear hint of the relevant areas that you need to research upon.

Machine learning topics

If you are looking into the domain of machine learning, then there are quite a few journals and books on machine learning to look into. However, there are certain topics that are discussed intensely by all contemporary books on this topic. Among them, support vector machine and neural networks are the two most talked-about topics in this regard.

ADVERTISEMENT

Important topics in Machine Learning and Data Mining

However, certain topics that were on a high recently have surely taken a dip such as genetic algorithms which came through because of the humongous amount of research that was being persuaded in the recent past. Its time consuming nature has somehow pushed it to the backseat and a remedy is being sought for solving its real time optimization problems.

Why support vector machines?

Of course, there must be a factor that works in favour of specific algorithms. Support vector machines, for example, have been readily available to solve quite a few real world problems and it gets enriched by the knowledge produced by solving these problems. So, there is a positive feedback involved in this process. Pattern recognition, one of the most important aspects of today’s technology, is also a method benefitted from the quick processing of this technology.

Neural network and artificial intelligence

While support vector machines do contribute to the growth of artificial intelligence, the true breakthrough has been coming through neural networks on which artificial intelligence is heavily dependent upon. In fact, neural network has had a direct impact on all practical problems related to machine learning and data mining, with particular stress on deep learning which has evolved precisely because of neural networks.

Powered by neural networks, deep learning has been investing in various scenarios beyond pattern recognition, although this is precisely the most frequently used tool. However, there are other fields being invaded by these methods, namely the sector of big data, cloud computing and social media which are essentially interrelated. In fact, big data is surely one of the chartbusters when it comes to IT technology which has fuelled the necessity for machine learning to pervade the scene.

Trends and their transience

Of course, these two topics are the hottest favorite among data scientists now. But, like fashion, data science also has its trends and they shift rapidly on the kind of research being pursued. So, it is important to observe the trend and train accordingly if you aspire to be a data scientist.

If you observe the frequency of topics that appear on fields like artificial intelligence, data mining etc. you get to know what kind of necessity does the IT industry face right now and then you can align yourself accordingly. In this age, being a specialist hardly matters because your special knowledge will soon be outdated. Hence, try to adapt to various planes of knowledge and maintain a balance. This is probably the best survival strategy for data scientists.

Share10Tweet6Share2Pin2
Srikanth

Srikanth

Passionate Tech Blogger on Emerging Technologies, which brings revolutionary changes to the People life.., Interested to explore latest Gadgets, Saas Programs

Related Posts

Is augmented data analytics future for BI
Data Analytics

Is augmented data analytics future for BI

by Srikanth
April 3, 2021
Influence of Data Science and Analytics Skills in Finance and Accounting
Data Analytics

How Is Data Analytics Used In Accounting To Influence Finance And Accounting

by Srikanth
March 6, 2021
Why Good Machine Data Management Optimizes Analytics Tool Costs
Data Analytics

Why Good Machine Data Management Optimizes Analytics Tool Costs

by Srikanth
February 19, 2021
47 Big Data Management And Business Analytics Tools You Need To Know About
Data Analytics

47 Big Data Management And Business Analytics Tools You Need To Know About

by Srikanth
February 17, 2021
Transforming Finance Through Data Analytics
Data Analytics

Transforming Finance Through Data Analytics

by Srikanth
February 16, 2021

Leave a Reply Cancel reply

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

I agree to the Terms & Conditions and Privacy Policy.

Latest Stories

Professional Tips on How to Find the Best Online Providers
Tech news

Professional Tips on How to Find the Best Online Providers

by Sony T
April 17, 2021
How email marketing and chatbots impacts businesses
Cloud Computing

How email marketing and chatbots impacts businesses

by Srikanth
April 16, 2021
AnKa SumMor raises a Pre-Series-A funding
Startup news

AnKa SumMor raises a Pre-Series-A funding

by Srikanth
April 16, 2021
Why Consumers Haven’t Fully Adopted IoT Devices
Tech news

How Smartphone Applications are Making Life Easier Than Ever Before

by Sony T
April 16, 2021
Load More
Techiexpert.com

© 2020 All Rights Reserved

  • Terms of use
  • Privacy Policy
  • About Us
  • Contact us
  • Write For Us
  • Cookie Policy

  • Login
  • Sign Up
No Result
View All Result
  • Home
  • Tech news
  • Startups
  • AI
  • IOT
  • Big Data
  • Cloud
  • Data Analytics
  • ML
  • Blogging

© 2020 All Rights Reserved

Welcome Back!

Login to your account below

Forgotten Password? Sign Up

Create New Account!

Fill the forms below to register

*By registering into our website, you agree to the Terms & Conditions and Privacy Policy.
All fields are required. Log In

Retrieve your password

Please enter your username or email address to reset your password.

Log In
This website uses cookies. By continuing to use this website you are giving consent to cookies being used. Visit our Privacy and Cookie Policy.
Newsletter ?

What is Expected ?

  • Newsletter
  • eBooks
  • Tech Reports
  • Infographic
  • Webinar
  • Event Tickets
We would like to show you notifications for the latest news and updates.
Dismiss
Allow Notifications