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Evaluation of Machine Learning Algorithms for Intrusion Detection Systems

Evaluation of Machine Learning Algorithms for Intrusion Detection System

The last decade has seen rapid advancements in machine learning techniques enabling automation and predictions in scales never imagined before. This further prompts researchers and engineers to conceive new applications for these beautiful techniques. It wasn’t long before machine learning techniques were used in reinforcing network security systems. The most common risk to a network’s …

AI-in-Cybersecurity-Pitting-Algorithms-vs-Algorithms

AI in Cybersecurity : Pitting Algorithms vs Algorithms

The Cure that is Artificial Intelligence  AI in cybersecurity has been revolutionizing the way we view defending against dark hat hackers and penetrators that have malicious intent. That’s why it’s essential to have a dedicated approach when it comes to  cybersecurity. From a technology standpoint, it’s necessary to have a holistic approach, when companies understand …

Amazon Reinvent in 4 mins

Amazon Reinvent in 4 mins : Top 8 things you should know

The highlight of tech events this year was certainly AWS re:Invent. The conference was buzzing and so is the aftermath of it. There were strong reactions in the community about AWS strategy of commercializing over opensource software. In this piece, I will break down all the things you need to know about events that took …

KSQL

KSQL- Kafka for Data Processing

Data processing has become a cornerstone of the tech industry that has fashioned and seasoned itself to develop technologies to further pique into what it can offer. As Big Data becomes more challenging, there are tools that can be used to develop some meaning and give data processing velocity and structure – KSQL being one …

Choosing Right Machine Learning Model Combinations For Business Problem At Hand

Choosing Right Machine Learning Model Combinations For Business Problem At Hand

Introduction The machine learning systems have been around since the 50s, but there are three major factors at play. They are improved algorithms, more powerful computer hardware, and enormous increase of data. This is the reason why machine learning has gained a lot of significance than it had in the 50s. So, what is machine …

Talking to your Data – From Data Management to Visualization

Talking to your Data – From Data Management to Visualization

How big is Big Data? Data output is rising at an astonishing rate. Over the last few years, data has become the crucial element of organization’s growth strategy. Every day we create an enormous amount of data (approx. 2.5 quintillion bytes) which is almost 90% of the data produced since last two years. The major …

Artificial Intelligence and Machine Learning: A Comparison

Artificial Intelligence and Machine Learning: A Comparison

Before we realized the arrival of Artificial intelligence (AI) in our lives, that was once thought only as a “sci fi”, digital world started buzzing the scientific words that we never thought we’d hear – Artificial Intelligence, Machine Learning, Data Crunching, Reinforcement Learning etc. Enough to get your head spinning. We’ll start with two of …