It’s very obvious that the traditional firewall and intrusion detection systems often struggle to detect and repel so far unknown attacks but they may have not been working perfectly. This then calls for another dimension and cyber immunity could definitely be what you earnestly need. The fact today is that cybercrimes don’t recognize borders and the criminals are becoming more proficient in their dastardly attacks. They are appearing every day, in all their different guises and through many different attack vectors. There is also and unfortunately so, no single known solution that offers comprehensive protection. As the case might be even in our big data world, however, knowing where to pinpoint the source of the danger will go a long way to being able to combat the latest threats. For your business to thrive, it’s your overriding duty to protect your organization against today’s threats. You must endeavor to anticipate and be proactive about the dangers that lie ahead in the coming years. You can’t achieve this feat by employing just the normal smart operational protection against known threats. It definitely demands more than that, you need to put in place a high level of strategic security intelligence. Cyber immunity…
Tag: ML
3 Ways Sentiment Analysis Improve Your Marketing Scope
Quite often, you have come across situations where you really need to understand the intent behind a message and you’re completely lost. That is the time you need sentiment analysis to come into play. Sentiment analysis which is also referred to as opinion mining is an approach to natural language processing (NLP) that identifies the positive, negative, or neutral tone behind a body of a text. It entails the use of data mining, machine learning (ML), and artificial intelligence (AI) to mine text for emotions and subjective information. Sentiment analysis systems help brands to gather insights from unorganized, confusing, and unstructured texts that come from online sources such as emails, blog posts, support tickets, web chats, social media channels, forums, and comments. Mathematical calculations replace manual data processing by implementing rule-based, automatic or hybrid methods. Rule-based systems carry out sentiment analysis based on predefined, labor-intensive means while automatic systems learn from data with machine learning techniques. A hybrid sentiment analysis combines rule-based and automatic systems. Different types of sentiment analysis Fine-grained sentiment analysis: provides a more clear-cut level of segmentation by breaking it down into further categories, most often, however, this is broken down into basically very positive or very…