Why does deep learning require the construction of generative data models?

Asked by Last Modified  

1 Answer

Learn Data Modeling

Follow 1
Answer

Please enter your answer

Rakhi Yadav

more than 5 year experience tutor

Deep learning requires generative data models to learn the underlying structure and patterns in data. By constructing generative models, deep learning algorithms can generate new data samples that resemble the original dataset. This process helps in learning complex data distributions and improving the...
read more
Deep learning requires generative data models to learn the underlying structure and patterns in data. By constructing generative models, deep learning algorithms can generate new data samples that resemble the original dataset. This process helps in learning complex data distributions and improving the model's ability to generalize to unseen data. read less
Comments
Dislike Bookmark

Now ask question in any of the 1000+ Categories, and get Answers from Tutors and Trainers on UrbanPro.com

Ask a Question

Related Lessons

Microsoft Word
Microsoft Word is a widely used commercial word processor designed by Microsoft. Microsoft Word is a component of the Microsoft Office suite of productivity software, but can also be purchased as a stand-alone...

Itech Analytic Solutions

0 0
0
Beware Of Trainers Of Data Science.
Most of the trainers in the market are teaching DATA SCIENCE as 1) Some software tools like R/Python/SAS/Hadoop etc 2)They are spending less amount of time on Mathematics and Statistics(Mostly 10 hrs...

Data Labs Training And Consulting Services

2 1
0
An Introduction to Business Intelligence Concepts
Looking for a Business Intelligence (BI) solution for your company can be intimidating. BI uses its own special terminology and the database design concepts can be difficult to grasp. So where do you...

Itech Analytic Solutions

0 0
0
Data Modeling Training Video

Kriti C.

1 0
0
What is Big Data and Why Do Organizations Need It?
Big data is a term that describes the large volume of data – both structured and unstructured – that inundates a business on a day-to-day basis. But it’s not the amount of data that’s...

Itech Analytic Solutions

0 0
0

Recommended Articles

8 Hottest IT Careers of 2014!

Whether it was the Internet Era of 90s or the Big Data Era of today, Information Technology (IT) has given birth to several lucrative career options for many. Though there will not be a “significant" increase in demand for IT professionals in 2014 as compared to 2013, a “steady” demand for IT professionals is rest assured...

Read full article >

Top 5 Skills Every Software Developer Must have

Software Development has been one of the most popular career trends since years. The reason behind this is the fact that software are being used almost everywhere today.  In all of our lives, from the morning’s alarm clock to the coffee maker, car, mobile phone, computer, ATM and in almost everything we use in our daily...

Read full article >

Learn Hadoop and Big Data

Hadoop is a framework which has been developed for organizing and analysing big chunks of data for a business. Suppose you have a file larger than your system’s storage capacity and you can’t store it. Hadoop helps in storing bigger files than what could be stored on one particular server. You can therefore store very,...

Read full article >

Make a Career in Mobile Application Programming

Almost all of us, inside the pocket, bag or on the table have a mobile phone, out of which 90% of us have a smartphone. The technology is advancing rapidly. When it comes to mobile phones, people today want much more than just making phone calls and playing games on the go. People now want instant access to all their business...

Read full article >

Find Data Modeling Training near you
Data Modeling Training in Hyderabad
Data Modeling Training in Bangalore
Data Modeling Training in Kolkata
Data Modeling Training in Pune

Looking for Data Modeling Training?

Learn from the Best Tutors on UrbanPro

Are you a Tutor or Training Institute?

Join UrbanPro Today to find students near you