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What is Continuous Monitoring?

Continuous monitoring is a process to detect, report, respond all the attacks which occur in its infrastructure. Once the application is deployed into the server, the role of continuous monitoring comes in to play. The entire process is all about taking care of the company's infrastructure and respond appropriately.

 

Wrike is a Cloud-based project management tool. The tool allows you to set task priorities and helps your team to work faster and smarter. However, tool has limited reporting and trial period last only for 15 days.

 

What is Transfer Learning?

Transfer learning is a technique of using a trained model to solve another related task. It's popular to use other network model weight to reduce your training time because you need a lot of data to train a network model. To reduce the training time, you use other network and its weight and modify the last layer to solve our problem. The advantage is you can use a small dataset to train the last layer.

 

What is Apache NiFi?

Apache NiFi is an open source software for automating and managing the flow of data between systems. It is a powerful and reliable system to process and distribute data. It provides a web-based User Interface for creating, monitoring, & controlling data flows. It has a highly configurable and modifiable data flow process that can modify data at runtime. It is easily extensible through the development of custom components.

 

What is SSRS?

The SSRS (full form SQL Server Reporting Services) allows you to produce formatted reports with tables in the form of data, graph, images, and charts. These reports are hosted on a server which can be executed any time using parameters defined by the users. The tool comes free with SQL Server.

 

What is NLP?

NLP or Natural Language Processing is one of the popular branches of Artificial Intelligence that helps computers understands, manipulate or respond to a human in their natural language. NLP is the engine behind Google Translate that helps us understand other languages.

 

What is PyTorch?

PyTorch is a Torch based machine learning library for Python. It's similar to numpy but with powerful GPU support. It was developed by Facebook's AI Research Group in 2016. PyTorch offers Dynamic Computational Graph such that you can modify the graph on the go with the help of autograd. Pytorch is also faster in some cases than other frameworks, but you will discuss this later in the other section.