jKool Blog

19 10, 2017

How AI can help you stay ahead of cybersecurity threats

By |October 19th, 2017|AI, cyber security, machine learning|0 Comments

How AI can help you stay ahead of cybersecurity threats

Artificial intelligence and machine learning can be force multipliers for under-staffed security teams needing to respond faster and more effectively to cyber threats.

What are artificial intelligence and machine learning?

In a cybersecurity context, AI is software that perceives its environment well enough to identify events and take action against a predefined purpose. AI is particularly good at recognizing patterns and anomalies within them, which makes it an excellent tool to detect threats.

Machine learning is often used with AI. It is software that can “learn” on its own based on human input and results of actions taken. Together with AI, machine learning can become a tool to predict outcomes based on past events.

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28 08, 2017

The dynamics between AI and IoT

By |August 28th, 2017|AI, Internet of Things, machine learning|0 Comments

The dynamics between AI and IoT

AI is based on Deep Learning algorithms. Deep Learning involves automatic feature detection from data. AI techniques can be applied to a range of Data types including: Images and sound (CNNs), Transactional data, Sequences (LSTMs), Text (Natural Language Processing) and Behaviour (Reinforcement learning). With this background,let us see how […]

31 07, 2017

Can a Machine Learning algorithm predict the next fight with your girlfriend?

By |July 31st, 2017|AI, machine learning|0 Comments

Can a Machine Learning algorithm predict the next fight with your girlfriend?

Imagine yourself the following situation:  You are sitting in a lecture hall, listening to a lecture on mechanics, bored to death, fantasizing the moment you kiss your girlfriend you’ve been dating for the last two months (love is in the air!) Only three […]

19 07, 2017

5 Ways to Derive Value From Asset Performance Management Data

By |July 19th, 2017|machine learning|0 Comments

On it’s own, raw, unprocessed asset performance management data can’t provide actionable insight into facility operations. To improve performance and extract needles of operational meaning from the data haystack, you’ll need to visualize information streams and run analyses.

Here are five ways operations personnel can derive value from their APM data:

1.  Track Dependencies Within Device Groups

Dependencies alert you to how the […]

14 07, 2017

Tools for Making Machine Learning Easier and Smoother

By |July 14th, 2017|machine learning|0 Comments

Learn new methods for using deep learning to gain actionable insights from rich, complex data.

During the past decade, enterprises have begun using machine learning (ML) to collect and analyze large amounts of data to obtain a competitive advantage. Now some are looking to go even deeper – using a subset of machine learning techniques […]

12 06, 2017

Predictive Analytics: Making sense of big data with machine learning

By |June 12th, 2017|blog, machine learning, Predictive Analytics|0 Comments

Predictive Analytics : Making sense of big data with machine learning

Garbage In, Garbage Out:

Predictive analytics is only as accurate as the quality of the original sets of data sets mined. Ensure that you are constantly honing your analytics processes to get the most valuable insights and predictions for the future from the data you […]

5 06, 2017

Harnessing the potential of artificial intelligence and machine learning

By |June 5th, 2017|AI, machine learning|0 Comments

Artificial Intelligence (AI) and machine learning (ML) have rapidly matured over the years and are already the norm in many fields, helping companies deploy smart systems of engagement to improve efficiency, enhance security, gain insights, and deliver superior customer experiences.
AI and ML are expected to completely redefine operations ― across the front-, middle- and […]

31 05, 2017

How machine learning and predictive analytics drive business value

By |May 31st, 2017|machine learning, Predictive Analytics|0 Comments

Predictive analytics and machine learning are two technologies we’re hearing a lot about these days. But do they actually present real opportunities for business value?

For Flexi-Van Leasing, one of the largest chassis providers in North America with 12 locations and a fleet of more than 130,000 units, the answer at this point is an […]

26 05, 2017

Machine Learning Stands To Transform The Way We Communicate

By |May 26th, 2017|machine learning|0 Comments

Machine Learning Stands To Transform The Way We Communicate

We often say that customer success should be part of an organization’s DNA. But, what if it was also in the instruments of our daily lives—our phones, computers, and devices?

We’re certainly on that path. Machine learning—applications that not only respond to inputs without the help of […]

16 05, 2017

Introduction to Machine Learning for Developers

By |May 16th, 2017|machine learning|0 Comments

Today’s developers often hear about leveraging machine learning algorithms in order to build more intelligent applications, but many don’t know where to start.

One of the most important aspects of developing smart applications is to understand the underlying ML models, even if you aren’t the person building them. Whether you are integrating a recommendation system […]