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Artificial intelligence sometimes seems like a magic bullet, a one-size-fits-all solution. In reality, machine learning algorithms are more like a toolbox. One might be fine-tuned for speech recognition. Another works for self-driving car perception, and a third creates stylized art. So which algorithms fit well for each task? Below are a few types of machine learning algorithms that every machine learning engineer must know.

Image Processing - Convolutional Neural Networks

Source: ...

Enter a quick search on Google News for ‘Machine Learning.’ The first article that pops up? ‘How to differentiate between AI, Machine Learning’ and ‘Deep Learning.’

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This reinforces a conversation I had with a seasoned IT consultant recently. He told me that two years ago there was a great deal of excitement about Machine Learning (ML). Everyone reveled in the potential to optimize and automate, well, pretty much everything. Today, he's concerned the...

Cloud computing has emerged as one of the hottest topics in the world of Information Technology. Organizations large and small are moving their applications and infrastructure over to the cloud. New cloud service models are coming on the scene constantly and cloud service providers are racing to provide customers with new features and services to help them tackle their toughest issues. With all of the new providers and service models that are popping up, Amazon’s AWS collection of services...

This document contains a list of 50 very important Informatica PowerCenter questions that are a must-read before attending an interview.

Informatica PowerCenter is an ETL(Extract Transform and Load), which can extract information from various source systems such as Database, Flat files, XML, etc., and transforms the extracted information according to the requirement and loads it into a target that can be again the Database, Flat files, XML, etc.

Most asked interview questions for Informatica...

I have been interviewing people on Python for the last 4 years. I have written this blog covering all the basic building blocks of Python. These 50 questions cover all important topics at different levels, get the best from this blog, and ace your interview.

Good Luck with your preparation! ☺

Python Basic Level Interview Questions and Answers

1)  A = 10, 20, 30 

In the above assignment operation, what is the data type of ‘A’ that Python appreciates as?

Unlike other languages, Python appreciates...

Unless you have been sleeping under a rock on Mars, I am sure you would have heard of Robotics Process Automation (RPA) impacting jobs across industries even more so if you are in the Process Excellence field. Most predictions and prophecies suggest that most of us in the Process Excellence field won’t be needed in a few years. The concern is real and extremely valid. Over the last five years, the process excellence function has had to respond to the challenge thrown by RPA, and we have been...

When it comes to building a web application, the three main technologies that act as a building block for the development of a web application are HTML, CSS, and Javascript. To make a website appear good and function as expected, we need a minimum of these technologies. HTML is the backbone of the entire web application; without HTML, the web application cannot exist. As for CSS and Javascript, a website can be created without these, but such a website would be of no use.

What is HTML?

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Artificial intelligence and machine learning are the buzzwords these days. These are technologies that have been introduced in every industry, cybersecurity has also joined the bandwagon. Attacks and incidents in the past have proved that companies need to respond faster to security incidents. Attacks are increasing in number and in volume these days, so companies are automating tasks using AI and ML. We need the system to analyze the behavior of the bad guys, identify new vulnerabilities, and...

Javascript was introduced by a Netscape employee Brendan Eich in 1995, and it was inspired by Java. It was introduced with the intention to make web pages more interactive. It is used to change the contents of a web page just with a mouse click or by hovering, and one can perform many more events with both mouse and keyboard.

What is Javascript?

Before the introduction of Javascript, internet communication was done through HTML and CSS (for good design). But, just HTML and CSS were not enough...

DevOps means a lot of different things to different people. A few take it as "Operations and Development Collaboration", and a few take it as "Code as Infrastructure" or "Culture". The term "DevOps" has emerged from the collision of two major trends- "Agile Infrastructure/Operations" and understanding the value of “collaboration between Operations and Developers” throughout the development life cycle.

Interview questions on DevOps

1) What is DevOps?

DevOps is a transformational development...