As such, we often focus on extending/adapting state of the art machine learning algorithms into our data and domains as well as designing innovative solution architectures to solve complex problems to quality and scale. Machine learning algorithms are able to make accurate predictions based on previous experience with malicious programs and file-based threats. By analyzing millions of different types of known cyber risks, machine learning is able to identify brand-new or unclassified attacks that share similarities with known ones. This course introduces the products and solutions to solve NLP problems on Google Cloud. Additionally, it explores the processes, techniques, and tools… Read More

Quantum computing solves mathematical problems and runs quantum models using the tenets of quantum theory. Some of the quantum systems it is used to model include photosynthesis, superconductivity and complex molecular formations. Google Quantum AI is advancing the state of the art of quantum computing and developing the tools for researchers to operate beyond classical capabilities. Compared to traditional computing done by a classical computer, a quantum computer should be able to store much more information and operate with more efficient algorithms. In that same year the first realisation of a quantum logic gate was done in Boulder, Colorado, following… Read More

The whole thing needs to be set up inside a freezer cooled down to almost absolute zero. Program quantum oracles and queries with Q#, and use them to solve problems. First, accepted explanations of the subatomic world turned out to be incomplete. Electrons and other particles didn’t just neatly carom around like Newtonian billiard balls, for example. This is the core difference; a classical computer can be in any state but only one at a time whereas a quantum computer can be in a superposition of ALL of those states at the same time. Probabilities are used to describe the… Read More

Coupon Marketing is a strategy used by businesses to lure customers to buy their products. Coupons are an easy and very commonly used strategy that can be used across several domains for discounts and promo codes. This marketing strategy will be the most useful only if it reaches the intended audience. Boston House Prices Dataset consists of prices of houses across different places in Boston. The dataset also consists of information on areas of non-retail business (INDUS), crime rate (CRIM), age of people who own a house (AGE), and several other attributes (the dataset has a total of 14 attributes).… Read More

Using conventional laptop graphics techniques, navigation can be decreased to the issue of figuring out a position and orientation transformation matrix for the rendering of an object. This transformation matrix can be usefully decomposed into the transformation due to the person’s head motion and the transformation due to motions over lengthy distance . There may be several virtual vehicles concatenated collectively. Logical commands detect the state of the user, which is then mapped to provoke some action by the environment. Device drivers operate or control a particular type of device that is hooked up to a computer. Each gadget wants… Read More