Deep Learning

10 Deep Learning examples and usecases

Lets understand what is deep learning.As per wikipedia info "Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms. Learning can be supervised, semi-supervised or unsupervised".

What are the real world examples and benefits of deeplearning? Below we have done some research and putting around 10 examples of deeplearning usecases.

1.Image Recognition

 - Facial Recognition

 -Image Search  ( Social Media )

-Machine Vision ( Automotive & Avaiation )

 2.Speech / Voice Recognition

- Voice search

- Sentiment analysis

-Fraud detection ( Financial firms and credit cards)

3.Text based applications

- Sentiment Analysis ( CRM,Social media,Brand Reputation Management)

-Augmented search ( Finance )

-Threat Detection ( Social media, governments )

4.Time series

-Log Analysis

-ERP

-Predictive analytics

- Recommender systems

5.Bio Informatics

6.Drug Discovery

7.Video  -

-Motion Detection ( Gaming,UI / UX)

-Real time Threat Detection ( security and airports

8.Natural Language processing

It is used by different companies in many industries, especially for negative sampling, word embedding, sentiment analysis, spoken language understanding, machine translation, contextual entity linking, and writing style recognition.

9.Customer Relationship Management

- Chat bots

-Virtual Private Assistants

10.Recommendation systems.

- Product recommendations

-Predicting user behaviours across ecommerce online shopping

Another Google use case is SmartReply . It automatically generates e-mail responses (wishing for the evolved version of this one doing our business on behalf of us) .Google Translate, which supports over 100 languages translating from one to another.

The evolved versions can be used for many cases like translating jargon legalese in contracts into plain language.Text Summarization

More use cases are evolving and 2018 year will be a remarkable for AI and machine learning,deep learning startups

 

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