Deep Learning
Deep Learning Concepts
Posts
OPEN SOURCE & Companies providing Services
OPEN SOURCE TO START A NEW ERA http://help.monkeylearn.com/en/articles/2174206-what-is-monkeylearn http://help.monkeylearn.com/en/?q=Is+monkeylearn+an+open+source Lets have look at these companies, and the services that they are providing by developing the platform. NER by using the API
Natural Language Processing
Step wise instructions to do the NLP projects. Applications of NLP: =============== Sentiment Analysis Topic Modelling Name Entity Recognition Machine Translate Speech Recognition Question Answering Automatic Summarization Chatbots Market Intelligence Text Classification Character Recognition Spell Checking Autocomplete Voice text messaging Spam filters Related keywords on search engines Search Autocomplete Search Autocorrect Virtual Assistant Knowledgebase Support Customer Service Automation Survey Analytics Social Media Monitoring Descriptive Analysis Automatic Insights
Predictive Manitainence
Condition-based maintenance (CBM) Definition Condition-based maintenance (CBM) is a maintenance strategy that monitors the actual condition of an asset to decide what maintenance needs to be done. CBM dictates that maintenance should only be performed when certain indicators show signs of decreasing performance or upcoming failure. Types of condition based maintenance Vibration analysis: Rotating equipment such as compressors, pumps and motors all exhibit a certain degree of vibration. As they degrade, or fall out of alignment, the amount of vibration increases. Vibration sensors can be used to detect when this becomes excessive. Infrared: IR cameras can be used to detect high-temperature conditions in energized equipment Ultrasonic: Detection of deep subsurface defects such as boat hull corrosion A...