With the creation of Smart Cities high on the UAE government's agenda, a new course from the Center for Executive and Professional Education (CEPE) at American University of Sharjah (AUS) will help executives apply the benefits of Artificial Intelligence (AI) to their Smart City projects. The Certificate in AI for Smart Cities is being delivered by CEPE in conjunction with the AUS College of Engineering's Department of Computer Science and Engineering. Topics to be covered include Big Data, Machine Learning, Cyber-Physical Systems, Internet of Things, Cyber Security and Blockchain, and Cloud Computing. Participants require no prior knowledge of AI, as the course has been designed for mid- to high-level executives from across the Middle East tasked with developing Smart City solutions. It is an introductory course intended for those who want to better understand how AI can transform their operations, with a focus on learning from global best practice and case studies. AI holds enormous value for the UAE and wider GCC.

This course enables you to know more details about the data mining and ETL techniques. Whether you are new to Excel or an advanced user, Grey Campus Power BI course will cover what you need to know to become a Power BI User and how to gather and decode the data from multiple sources using advanced Ms Excel tools. Each and every topic mentioned above are explained in the Hands-on videos. Exercises and datasets included in this course are useful to practice and implement the concepts learned in this course. For your reference,additional material is also provided.

"The course is really very complete. In my case I did not know anything about the subject. However, the teacher explains so well that I was able to understand and complete all the topics. The teacher also answers the questions quickly and kindly. Machine Learning is one of the skills which is in high demand.

Machine Learning is currently one of the hottest topics out there. The working place of tomorrow is related to ML. No wonder that interest has drastically risen. The difficult question for beginners is how to get into it. From my personal experience the best way is to get one's hands dirty and apply machine learning in practice.

Mastery of the productivity applications broadly used in business. Microsoft Imagine Academy curricula is organised along learning paths that guide students and educators to earning industry-recognised certifications and skills needed for jobs of tomorrow.

Machine learning is increasingly shaping future of work and jobs. With an average salary of $120,000 (Glassdoor and Indeed), Machine Learning will help you to get one of the top-paying jobs. Machine Learning, provides computers the ability to automatically learn and improve from experience. Today, data scientists are generally divided among two languages, some prefer R, some prefer Python. Learning Machine Learning is a definite way to advance your career and will open doors to new Job opportunities.

The central limit theorem is an often quoted, but misunderstood pillar from statistics and machine learning. It is often confused with the law of large numbers. Although the theorem may seem esoteric to beginners, it has important implications about how and why we can make inferences about the skill of machine learning models, such as whether one model is statistically better than another and confidence intervals on models skill. In this tutorial, you will discover the central limit theorem and the implications of this important pillar of statistics and probability on applied machine learning. A Gentle Introduction to the Central Limit Theorem for Machine Learning Photo by Alan Levine, some rights reserved.

A sample of data is a snapshot from a broader population of all possible observations that could be taken of a domain or generated by a process. Interestingly, many observations fit a common pattern or distribution called the normal distribution, or more formally, the Gaussian distribution. A lot is known about the Gaussian distribution, and as such, there are whole sub-fields of statistics and statistical methods that can be used with Gaussian data. In this tutorial, you will discover the Gaussian distribution, how to identify it, and how to calculate key summary statistics of data drawn from this distribution. A Gentle Introduction to Calculating Normal Summary Statistics Photo by John, some rights reserved.

Artificial Intelligence is tipped to bring a tectonic shift in the world. People have debated over its usefulness in great lengths and detail. Today, the biggest fear is that AI will be a threat to jobs. And the alternative to that is to create a robust system of education. But, would it possible to use AI and train a breed of students that would be resistant to the ills of the technology?

Fortnite could be used to endanger children and show them violence and other damaging things, the NSPCC said. The game – along with similar titles like PUBG – have grown rapidly in popularity in recent months. That popularity has led to increased awareness and concern among parents and children's groups, with the NSPCC's recent warning the latest to raise worries about the game. It says that the voice chat tools within Fortnite could be used to contact children. The way the game works means that anyone can get in touch with anyone else playing the game – and the feature cannot be fully disabled. It said that research from the NSPCC had shown that one in four children have been contacted online by someone they don't know.