Sign Up

Sign Up to our social questions and Answers Engine to ask questions, answer people's questions, and connect with other people.

Have an account? Sign In

Captcha Click on image to update the captcha.

Have an account? Sign In Now

Sign In

Forgot Password?

Don't have account, Sign Up Here

Forgot Password

Lost your password? Please enter your email address. You will receive a link and will create a new password via email.

Have an account? Sign In Now

Sorry, you do not have a permission to ask a question, You must login to ask question.

Forgot Password?

Need An Account, Sign Up Here
Tech Answered Logo Tech Answered Logo
Sign InSign Up

Tech Answered

Tech Answered Navigation

  • Home
  • Tutorials
  • About Us
  • Blog
  • Contact Us
Search
Ask A Question

Mobile menu

Close
Ask a Question
  • Home
  • About Us
  • Blog
  • Contact Us
Home / Questions /Q 3492
Next
Answered
sita
sita

sita

  • India
  • 105 Questions
  • 59 Answers
  • 1 Best Answer
  • 74 Points
View Profile
  • 0
sita
Asked: October 15, 20212021-10-15T16:51:37+05:30 2021-10-15T16:51:37+05:30In: Artificial Intelligence and Machine Learning

Artificial intelligence vs machine learning vs deep learning vs data science

  • 0

I am a programmer I have done courses like C,C + + Java. I want to learn machine learning and deep learning, what are the major differences between artificial intelligence and mission learning. Overall comparison will feel explain Artificial intelligence vs machine learning vs deep learning vs data science.

artificial intelligenceartificial intelligence vs machine learning vs deep learning vs data scienceartificial intelligence vs machine learning vs deep learning vs data science 2022data sciencedeep learningdifference between artificial intelligence vs machine learning vs deep learning vs data sciencemachine learning
  • 1
  • 1,205
  • 0
  • 0
Answer
Share
  • Facebook

    Related Questions

    • How Python is used in Data Science?
    • what are the frame works can be learned on python?
    • What are best courses available for machine learning or data science available online for free?
    • artificial intelligence cannot replace human intelligence I
    • Suggest some machine learning interview questions ?
    • how did artificial intelligence change the world
    • can artificial intelligence replace human intelligence pros and cons

    1 Answer

    1. Krishna Vijayan

      Krishna Vijayan

      • India
      • 8 Questions
      • 218 Answers
      • 9 Best Answers
      • 1 Point
      View Profile
      Best Answer
      Krishna Vijayan
      2021-10-22T21:59:52+05:30Added an answer on October 22, 2021 at 9:59 pm

      Artificial Intelligence, Machine Learning, Deep Learning And Data Science are some of the words that you come through internet frequently, specially, if you’re learning about computer. If these terms, Artificial Intelligence, Machine Learning, Deep Learning, Data Science confuses you in anyway, I’ll drop below the explanations about what they are and what are the main differences between each of them.

      Artificial Intelligence:

      Artificial intelligence is a field of computer science which makes a computer system that can mimic human intelligence. It is comprised of two words “Artificial” and “Intelligence”, which means “a human-made thinking power.” Hence we can define it as, Artificial intelligence is a technology using which we can create intelligent systems that can simulate human intelligence.

      Machine Learning: 

      Machine learning is about extracting knowledge from the data. It can be defined as, Machine learning is a subfield of artificial intelligence, which enables machines to learn from past data or experiences without being explicitly programmed. Machine learning enables a computer system to make predictions or take some decisions using historical data without being explicitly programmed. Machine learning uses a massive amount of structured and semi-structured data so that a machine learning model can generate accurate result or give predictions based on that data.

      Deep Learning: 

      Deep learning is a subset of machine learning, which is essentially a neural network with three or more layers. These neural networks attempt to simulate the behavior of the human brain—albeit far from matching its ability—allowing it to “learn” from large amounts of data. While a neural network with a single layer can still make approximate predictions, additional hidden layers can help to optimize and refine for accuracy.

      Data Science: 

      Data science combines the scientific method, math and statistics, specialized programming, advanced analytics, AI, and even storytelling to uncover and explain the business insights buried in data. Data science is a multidisciplinary approach to extracting actionable insights from the large and ever-increasing volumes of data collected and created by today’s organizations. Data science encompasses preparing data for analysis and processing, performing advanced data analysis, and presenting the results to reveal patterns and enable stakeholders to draw informed conclusions.

       

      Main Differences Between Artificial Intelligence, Machine Learning, Deep Learning And Data Science:

      • Data science can be seen as an umbrella for all the disciplines used to make sense out of huge volumes of data. Data science research is the foundation for building smart AI products whether they are ML-based or DL-based.
      • Unlike data science, data mining is referred to as a set of techniques and tools used for collecting, cleansing, and analyzing data to unfold interesting patterns and trends in it. Data mining is also commonly used when working on AI projects.
      • AI is about creating a functional data product that can solve set tasks by itself, which remotely resembles human problem-solving.
      • Machine learning falls within an AI system that can self-learn based on algorithms and previously learned patterns.
      • Deep learning is a kind of machine learning but this approach uses neural networks for making predictions based on processed data.
      • Most AI work involves either ML or DL since the so-called “intelligent” behavior of machines requires massive knowledge, which, in turn, requires data science and data mining research.

      Hope this answer helped. Also read, How did Artificial Intelligence changed the world?

      • 1
      • Reply
      • Share
        Share
        • Share on Facebook
        • Share on Twitter
        • Share on LinkedIn
        • Share on WhatsApp
    Leave an answer

    Leave an answer
    Cancel reply

    Browse

    Sidebar

    Ask A Question

    More Questions

    • S R Sachin

      What is NLP? What are the various components of NLP?

    • S R Sachin

      What is deep learning, and how does it relate to

    • S R Sachin

      What is strong AI, and how is it different from

    • Anonymous

      What methods do Wikipedia experts use to identify your target

    • Sneha Joseph

      what is artificial intelligence | AI with examples

    • kiran kumar85

      what technology is used in virtual reality

    • Mingle tap

      artificial intelligence cannot replace human intelligence I

    • Mingle tap

      can ai replace human intelligence

    Stats

    • Questions 1,989
    • Answers 2,095
    • Posts 12
    • Best Answers 73

    Related Questions

    • Priyanka Chakraborty

      How Python is used in Data Science?

    • kushwanth

      what are the frame works can be learned on python?

    • Namrata

      What are best courses available for machine learning or data science available

    • Mingle tap

      artificial intelligence cannot replace human intelligence I

    • Pooja Jakhar

      Suggest some machine learning interview questions ?

    • shiv

      how did artificial intelligence change the world

    • shiv

      can artificial intelligence replace human intelligence pros and cons

    • shiv

      can artificial intelligence replace human intelligence group discussion

    Explore

    • Home
    • Communities
    • Questions
      • New Questions
      • Trending Questions
      • Must read Questions
      • Hot Questions
    • Polls
    • Tags
    • Badges
    • Users
    • Help

    Footer

    Recent Comments

    • shree on How to use philips citrus press juicer 25 watts Demo
    • kiran kumar85 on How To Insert Names Automatically in Excel Sheet With VBA Code
    • Satish on How To Insert Names Automatically in Excel Sheet With VBA Code
    • jameslaurence on alarm won’t go off while on facetime how to fix
    • jameslaurence on how to solve export problem in kinemaster
    Ask A Question

    Archives

    Tags

    laptop buying guide (1) limit google news notifications (1) printer buying guide (1) stop google news notifications (1) turn off google news notifications (1)

    Social media

    © 2023 @ Techanswered.com.
    Terms, Privacy policy & Sitemap.

    Insert/edit link

    Enter the destination URL

    Or link to existing content

      No search term specified. Showing recent items. Search or use up and down arrow keys to select an item.