• About Us
  • Contact Us
  • Cookie policy (EU)
  • Home
  • Privacy Policy
  • Video
  • Write for us
Today Headline
  • HOME
  • NEWS
    • POLITICS
    • News for today
    • Borisov news
  • FINANCE
    • Business
    • Insurance
  • Video
  • TECHNOLOGY
  • ENTERPRISE
  • LIFESTYLE
    • TRAVEL
    • HEALTH
    • ENTERTAINMENT
  • AUTOMOTIVE
  • SPORTS
  • Travel and Tourism
  • HOME
  • NEWS
    • POLITICS
    • News for today
    • Borisov news
  • FINANCE
    • Business
    • Insurance
  • Video
  • TECHNOLOGY
  • ENTERPRISE
  • LIFESTYLE
    • TRAVEL
    • HEALTH
    • ENTERTAINMENT
  • AUTOMOTIVE
  • SPORTS
  • Travel and Tourism
No Result
View All Result
TodayHeadline
No Result
View All Result

Deep Learning: Opportunities In Key Sectors By 2030

July 2, 2022
in Education
0
Deep Learning: Opportunities In Key Sectors By 2030
0
SHARES
6
VIEWS
Share on FacebookShare on Twitter



Deep Learning: Common Applications And Benefits

Deep learning market is used synonymously with that of machine learning, yet they are not the same. The former is a process where a machine learns to perform something with artificial neural networks that are composed of different levels that are arranged in a hierarchy. Machine learning, on the other hand, is a form of Artificial Intelligence where computers learn to do something sans being programmed in doing it.

Components

Deep learning apparatus comprises of the following:

  • Multiple layers of artificial neurons that simulate the human brain
  • Neuron connections getting weaker or stronger depending on input data
  • Observed data gets generated via the interaction of various layers
  • Different forms of training resting on the need
  • Data that could be unlabeled or labeled
  • The machine gets smarter with every set of data
  • In the final stage, the machines becoming cognitive

Common Applications Of Deep Learning

It is used in various end use industries, from medical devices to automated driving, and more.

  • Automated driving
    Automotive researchers use deep learning to detect objects automatically, such as stop traffic lights and signs. Besides, it is also used for detecting pedestrians to decrease accidents.
  • Medical research and healthcare
    Cancer researchers are utilizing deep learning to detect cancer cells automatically. Teams at UCLA have developed an advanced microscope that yields a high-dimensional data set for training a deep learning app to identify cancer cells precisely. Besides, currently it focuses on disease tracking, medical imaging, drug discovery, protein structure analysis, and virus infectivity and severity to combat coronavirus.
  • Aerospace and defense
    Deep learning is also utilized to identify objects using satellites that locate areas of interest and identify unsafe or safe zones for troops.
  • Electronics
    Deep learning is used in speech translation and automated hearing. For instance, home assistance devices that respond to one’s voice and know one’s preferences are powered through deep learning applications.
  • Industrial automation
    Last but not least, deep learning helps to improve the safety of workers around heavy machinery by automatically detecting when objects or people are within an unsafe distance from a machine.

Benefits Galore

It is in great demand owing to the multiple benefits that it offers, such as:

1. Maximum Use Of Unstructured Data

A huge part of the data of an organization is generally unstructured as they exist in various formats such as texts, pictures, and others. For most of the algorithms of machine learning it is quite challenging to analyze unstructured data. It is here that deep learning comes into the picture. One can use various formats of data to train the algorithms of deep learning and still obtain insights that are pertinent to the training purpose. For instance, the algorithms can be used to uncover existing relations between social media chatter, industry analysis, and more for predicting a given organization’s upcoming stock prices.

2. Eliminate Feature Engineering

Feature engineering in machine learning is a key job as it improves accuracy, and at times the process may need domain knowledge regarding a specific problem. A key advantage of deep learning is its capability of executing feature engineering by itself. An algorithm in this approach scans the data for identifying features that correlate and then combine the same promoting faster learning without being told to do it explicitly. It helps data scientists by saving a huge amount of work.

3. Deliver Top-Notch Results

People often make careless mistakes. But this is not the case with neural networks. Once trained properly, a deep learning model can perform countless routine, repetitive jobs in a brief time period compared to humans. Besides, the work quality will never degrade.

4. Cut Unnecessary Expenditure

Recalls are expensive and in case of some industries can cost millions. Through deep learning the subjective defects that are difficult to train for, such as minor product labeling errors, can be detected. This model will also help in identifying defects that otherwise would be hard to detect. When consistent images turn challenging due to various reasons, it will help to account for such variations and learn valuable features for making the inspections robust.

5. Eliminate Data Labeling

The fact is data labeling is a time-consuming and expensive job. The need for well-labeled data will become obsolete through deep learning because the algorithms excel in learning without any guideline.

Owing to its alluring features and benefits, deep learning has wide applications and is here to stay.

References:

  • Global Deep Learning Market Research Report: By Component (Hardware, Software, Services), By Application (Image Recognition, Data Mining, Signal Recognition), By End User (Security, Manufacturing, BFSI, Healthcare, Agriculture) – Forecast till 2030

Tags: deepkeyLearningOpportunitiessectors
Previous Post

Roe v. Wade Decision Shut Down My ADHD Brain

Next Post

How to Use Home Equity to Buy Rentals

Related Posts

Middle schoolers are social. What opportunity does that create for learning? 
Education

Middle schoolers are social. What opportunity does that create for learning? 

While many passion-igniting endeavors happen...

Read more
5 Meet the Teacher Night Ideas for Elementary School
Education

5 Meet the Teacher Night Ideas for Elementary School

When it comes to teaching,...

Read more
26 Fun Phonics Activities and Games for Early Readers
Education

26 Fun Phonics Activities and Games for Early Readers

1Phonics is one of the...

Read more
Onboarding: Structuring Complex Information – eLearning Industry
Education

Onboarding: Structuring Complex Information – eLearning Industry

How To Structure Information For...

Read more
Android
Education

Best writing apps for Android – academic tools

Writing is the foundation on...

Read more
Load More
Next Post
How to Use Home Equity to Buy Rentals

How to Use Home Equity to Buy Rentals

  • Trending
  • Comments
  • Latest
Collapsed Doggy sex position promises clitoral stimulation for extra pleasure

Collapsed Doggy sex position promises clitoral stimulation for extra pleasure

My partner has to pay more car insurance – because he was born outside the UK | Car insurance

Trisha Paytas Destroyed The Internet By Posting Her Toilet Paper Asshole

Trisha Paytas Destroyed The Internet By Posting Her Toilet Paper Asshole

Six times actors really romped in sex scenes that make 365 DNI look tame

Six times actors really romped in sex scenes that make 365 DNI look tame

What Lord of the Rings’ Embracer Group purchase means

What Lord of the Rings’ Embracer Group purchase means

Here’s everything new coming to Disney+ in August 2022

Here’s everything new coming to Disney+ in August 2022

UFC 278 Kamaru Usman vs Leon Edwards, full fight, card, start time, how to watch, Tyson Pedro vs Harry Hunsucker

UFC 278 Kamaru Usman vs Leon Edwards, full fight, card, start time, how to watch, Tyson Pedro vs Harry Hunsucker

Why did Demi Lovato and Wilmer Valderrama break up?

Why did Demi Lovato and Wilmer Valderrama break up?

About Us

Todayheadline the independent news and topics discovery
A home-grown and independent news and topic aggregation . displays breaking news linking to news websites all around the world.

Follow Us

Latest News

What Lord of the Rings’ Embracer Group purchase means

What Lord of the Rings’ Embracer Group purchase means

Here’s everything new coming to Disney+ in August 2022

Here’s everything new coming to Disney+ in August 2022

What Lord of the Rings’ Embracer Group purchase means

What Lord of the Rings’ Embracer Group purchase means

Here’s everything new coming to Disney+ in August 2022

Here’s everything new coming to Disney+ in August 2022

UFC 278 Kamaru Usman vs Leon Edwards, full fight, card, start time, how to watch, Tyson Pedro vs Harry Hunsucker

UFC 278 Kamaru Usman vs Leon Edwards, full fight, card, start time, how to watch, Tyson Pedro vs Harry Hunsucker

  • Real Estate
  • Education
  • Parenting
  • Cooking
  • NFL Games On TV Today
  • Travel and Tourism
  • Home & Garden
  • Pets
  • Privacy & Policy
  • Contact
  • About

© 2021 All rights are reserved Todayheadline

No Result
View All Result
  • Real Estate
  • Education
  • Parenting
  • Cooking
  • NFL Games On TV Today
  • Travel and Tourism
  • Home & Garden
  • Pets
  • Privacy & Policy
  • Contact
  • About

© 2021 All rights are reserved Todayheadline

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

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

Log In

Add New Playlist