MACHINE LEARNING Archives - Tech Buzz Feeds https://www.techbuzzfeeds.com/category/technology/artificial-intelligence/machine-learning/ The Latest Technology Buzz Feeds Sun, 24 Oct 2021 13:57:56 +0000 en-US hourly 1 https://wordpress.org/?v=6.2.3 Oracle Accelerates MySQL HeatWave Queries With Machine Learning https://www.techbuzzfeeds.com/oracle-accelerates-mysql-heatwave-queries-with-machine-learning/ https://www.techbuzzfeeds.com/oracle-accelerates-mysql-heatwave-queries-with-machine-learning/#respond Sun, 24 Oct 2021 13:57:36 +0000 https://www.techbuzzfeeds.com/?p=1855 What Is An Oracle? The baffling word “prophet” is derived from the Latin “prophet,” which signifies “divine beings saying.” It is implied that you ask higher forces past everyday reality and get replies to consuming life inquiries from them. Now and again, likewise with the famous prophet of Delphi, where the prediction is made is […]

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What Is An Oracle?

The baffling word “prophet” is derived from the Latin “prophet,” which signifies “divine beings saying.” It is implied that you ask higher forces past everyday reality and get replies to consuming life inquiries from them. Now and again, likewise with the famous prophet of Delphi, where the prediction is made is additionally implied.

Oracle: This Is How It Works

One requirement is a specific medium or an extraordinary custom for a prophet to get a demonstrative sign. The medium can be a straightforward “yes-no-perhaps” 3D shape from the Christmas market, answering basic yes-no inquiries. Or on the other hand, a pendulum whose roundabout or straight motions point the examiner a specific way.

The prophet of fortune-telling cards, which incorporates tarot, Lenormand, or kipper cards, straightforward skat cards, holy messenger cards, and runic prophets or I-Ching visionaries in card structure, is exceptionally well known. These cards are either drawn independently for a particular inquiry or as an everyday card for a short forecast. They are fanned out as indicated by a specific format arrangement wherein the card’s position gives it proper importance.

Free guide prophets and other free prophets can be discovered all at once on the web. However, on the web and disconnected, every inexplicable sign is just pretty much as great as the translation you give it. You can’t check out destiny. In any case, prophet cards like the tarot and its family members frequently give you valuable ideas in their emblematic symbolism. What is generally significant in your life for sure you need to choose earnestly if there should be an occurrence of uncertainty.

Prophet improved the MySQL HeatWave In-Memory Query Accelerator in the information base assistance by utilizing advanced AI in Oracle Cloud. The organization additionally said the upgrades don’t imply that MySQL Database Service attacks its leader Oracle Database.

Exhaustively, the organization dispatched MySQL Autopilot on August 10, a part of HeatWave that utilizes advanced AI methods to speed up question execution and adaptability. MySQL HeatWave works with MySQL Database Service on Oracle Cloud Infrastructure (OCI) to speed up OLTP and OLAP blended examination and responsibilities.

Included with HeatWave at no extra expense, Autopilot mechanizes parts of accomplishing superior inquiries at scale, including provisioning, information stacking, questioning, and blunder taking care of. Progressed strategies are utilized to test information, gather and question insights, and construct AI models using Oracle AutoML to show memory utilization, network load, and runtime. Autopilot expands the understanding of the HeatWave Query Optimizer as more inquiries are run, bringing about persistent execution improvement, as Oracle said.

Oracle MySQL Autopilot, The Features

Critical components of MySQL Autopilot incorporate programmed provisioning by foreseeing the number of HeatWave hubs needed to run a responsibility utilizing versatile information testing that requires examination. Programmed equal stacking to advance burden time and memory use by foreseeing ideal parallelism for each table stacked into HeatWave. Programmed information situating by foreseeing which segment tables ought to be divided in memory for best inquiry execution.

The programmed gauge of question time before inquiry execution. They programmed mistake recuperation to arrange new hubs and reload the essential information if one corner became inert. Regardless of the expanded abilities of its MySQL data set line, Oracle demands that there is no attack of its Oracle venture data established administrations. Prophet Database is for enormous scope endeavor arrangements, while MySQL is intended for engineers, cloud-local open source applications, and organizations that have never had an on-premise climate.

For instance, an Oracle Exadata cloud administration may have a 2.5-petabyte information base, while HeatWave is restricted to 32 Tbytes. An enormous public monetary administrations firm would utilize Oracle Autonomous Database or the Exadata cloud administration, however not normally MySQL with HeatWave, because of the sheer size of the dataset, as per Oracle.

Notwithstanding the presentation of MySQL Autopilot, Oracle has presented MySQL Scale-Out Data Management to develop information further reload execution in HeatWave up to multiple times. HeatWave would now be able to help a group size of up to 64 hubs. It had recently been restricted to 24 bunches. A heatWave can likewise measure up to 32 Bytes of information, contrasted with the past 12 Tbytes.

Also Read: 5 Machine Learning Benefits That Are Poised To Boost SME’s Growth

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Are Smart Cars Really Better? https://www.techbuzzfeeds.com/are-smart-cars-really-better/ https://www.techbuzzfeeds.com/are-smart-cars-really-better/#respond Mon, 05 Apr 2021 15:53:58 +0000 https://www.techbuzzfeeds.com/?p=1375 And no, we don’t just mean electric cars. We mean cars like the upcoming GMC Hummer EV. We all know that the Hummer was discontinued in 2010. After getting a reputation for being a gas guzzler, GM has decided to re-launch the brand as a fuel-efficient luxury vehicle. It is expected to give Tesla a […]

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And no, we don’t just mean electric cars. We mean cars like the upcoming GMC Hummer EV. We all know that the Hummer was discontinued in 2010. After getting a reputation for being a gas guzzler, GM has decided to re-launch the brand as a fuel-efficient luxury vehicle. It is expected to give Tesla a run for its money.

But are smart cars actually better? While they claim to have built-in entertainment systems, self-parking, and other features, are these cars actually safer? What makes them better than trusty old clunkers? Are they less likely to total out in a vehicular accident? Continue reading to find out.

The Pros and Cons of Smart Cars

Right now, smart cars are something of a luxury item. The GMC Hummer EV is expected to cost over $112,000. That overshadows the Tesla Model 3, which costs about $40,000. With these figures in mind, you definitely want to do your homework before opting for one of these vehicles.

While smart cars are changing the automotive industry as we know it, here are some things to keep in mind:

Smart Cars Are Undoubtedly Fuel Efficient

Whether you love them or hate them, one thing is for certain: smart cars are better for the environment. While they typically cost more than the average car, truck, or sedan, over time, their benefits outweigh its initial cost.

For instance, the Kia Niro EV can run for about 240 miles on a single charge. This gives the Tesla Model 3 a run for its money, as it only provides 220 miles per charge.

The benefits of electric cars (aside from skipping the gas line) include:

  • Less pollution
  • Cheaper to run
  • Better for everyone’s health (since pollution is directly correlated to high rates of cancer)

Electric car batteries are also designed to last longer than those that come with standard passenger vehicles.

Smart Cars Often Come with Generous Warranties

While electric cars have been on the market for years, smart cars are just starting out. To keep people’s interests high and their bottom lines in the black, smart car companies are determined to provide quality customer service.

Here’s a look at some smart vehicles and the warranties offered by each:

  • Nissan Leaf: 8 years or 100,000 miles
  • Chevrolet Bolt: 8 years or 100,000
  • Tesla Model S: 8 years/unlimited miles
  • Tesla Model X: 8 years/unlimited miles

Granted, these are just warranties for these smart cars’ batteries. However, there are likely other components covered under these warranties, as well.

Smart Cars Are Contributing to Distracted Driving

Tesla made headlines in 2019 when it announced that passengers could play Cuphead on its touch-screen dashboard console. By using a USB controller, passengers could play this side-scrolling run-and-gun game in either single-player or co-op mode. The addition gave a whole new meaning to the term “backseat gaming.”

However, does this feature actually add anything useful to Tesla’s models? The Centers for Disease Control and Prevention (CDC) suggests no. The organization says that distracted driving causes thousands of automotive fatalities a year––and those numbers are slowly on the rise.

Smart Cars Rely on Touch Screen Consoles for Many Functions

The British Broadcasting Corporation (BBC) reported on an accident in 2020 that was caused by Tesla’s windshield wiper function. Instead of using switches or gears, Tesla’s windshield wipers are activated by using a command on the touchscreen dashboard.

Yet, according to the CDC, this promotes distracted driving, which is defined as anything that takes your mind off driving, hands off the wheel, and eyes off the road.

Other features that are stored in some smart cars’ dashboards include:

  • The air conditioning dial
  • Bluetooth connections
  • Streaming music and video services

Aside from Tesla’s Model 3, other smart cars that come with touch screen dashboards include the BMV 5 Series, the Jaguar XF, and the Chevrolet Bolt.

Questions to Ask Yourself When Considering a Smart Car

When it comes to smart cars, whether they are really better than traditional cars is simply a matter of preference. What might be a great decision for someone else may not be necessarily a great decision for you.

While deciding whether a smart car is right for you, consider the following:

The Cost of Powering a Smart Car Is Standard

For some people, gas prices are unpredictable. One week, it’s one price, the next week it’s another. Most smart cars are powered by electricity, meaning that you can charge your car’s battery either through an outlet in your home or an external charger.

This will effectively lower the amount of money you spend on gas.

Smart Cars Lower Carbon Emissions

This is one of the biggest reasons why people are opting for smart cars. Without using fossil fuels, smart cars are proven to have less of an effect on the environment.

How Long Do You Want Your Car to Last?

There isn’t enough data to suggest how long smart cars last in comparison to their traditional counterparts. However, as technology evolves, smart cars could gain the upper hand and have a significantly longer shelf life than their competitors.

Conclusion

Only you can decide whether a smart car is right for you. Although they have only been on the market for a few years, in that short time, they have certainly made an impact.

Essentially, smart cars offer a host of benefits. They’re environmentally friendly and fuel efficient. Some of them are also pushing the envelope in what we expect of cars in general.

However, as smart cars move more toward in-car entertainment and away from safety, it may be worth considering what priorities these companies really have in mind.

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5 Machine Learning Benefits That Are Poised To Boost SME’s Growth https://www.techbuzzfeeds.com/5-machine-learning-benefits-that-are-poised-to-boost-smes-growth/ https://www.techbuzzfeeds.com/5-machine-learning-benefits-that-are-poised-to-boost-smes-growth/#respond Sat, 25 Apr 2020 08:50:10 +0000 https://www.techbuzzfeeds.com/?p=636 Discover these 5 benefits of Machine Learning to help boost the profitability and efficiency of small and medium-sized companies. It is unquestionable that the automation of processes is helping the expansion of companies. The Machine Learning market is growing at an extremely rapid rate. And it is forecast that the global Machine Learning market will […]

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Discover these 5 benefits of Machine Learning to help boost the profitability and efficiency of small and medium-sized companies.

It is unquestionable that the automation of processes is helping the expansion of companies. The Machine Learning market is growing at an extremely rapid rate. And it is forecast that the global Machine Learning market will continue to expand at an annual growth rate of 44.1% until the year 2022.

Machine Learning is a branch of Artificial Intelligence (AI), with the aim of obtaining techniques for them to “learn” them, without the need for explicit programming by a human.

Machine Learning techniques are not something new in the world of computer engineering, almost 60 years ago, but today it is much easier for companies of all sizes to have the benefits of Artificial Intelligence within reach to stimulate aspects in any facet of your processes.

Get rid of all those myths adopted from science fiction movies where machines seize power and subdue humans. Fortunately, AI brings positive technologies that will make your life, and that of your employees, easier. At the same time, it will benefit the performance of your company.

Here in this article, we expose 5 benefits in which Machine Learning can contribute to the growth of SMEs.

1. Boost Marketing

In the digital age, Marketing requires a high understanding of data, a thorough analysis of information and the automation of processes to be more efficient and competitive.

Machine learning allows SMEs to use data, which in most cases is unstructured, in a more practical way to improve the work performance of Marketing professionals.

If you are dedicated to Marketing and you are thinking of introducing Machine Learning techniques in your business, you can be faster-analyzing data and thus identify more productive sales scenarios.

The tools powered by ML are capable of automatically studying and relating the experiences of your consumers, something that previously was totally unimaginable. This helps to predict in advance the best customer profiles for certain campaigns or products.

2. Digital Security Is Strengthened

Being in command of a company exposed to the digital world means facing tough cybersecurity dangers. If you are not an expert, Machine Learning can help you identify suspicious activities quickly.

If your business can’t afford a full-time security expert, activating an ML-enabled security system will warn you of attacks and react to defend your business when you notice a violation of any automated process.

3. Streamline Your Business With Automation

Among the most important challenges that an SME needs to face for its survival, we would highlight the optimization of its processes to make them more efficient. This is aggravated if you have a small team, in which each hour earned is a great contribution to compete with other brands.

Most of the tasks that can be automated are really tedious tasks, such as responding frequently to the same type of emails or calls, reading large amounts of documents to subtract important information or monitoring social networks.

If your company used Machine Learning techniques, you could configure these tasks mechanically, programming the system to automatically perform the job and, at the same time, train it in such a way that it itself will know when to escalate an action to be solved by a human. This will add value to the work of your team.

4. Make Better And Faster Corporate Decisions

Finding a correct commercial strategy is essential to guarantee the growth of your business. But it is not always easy to get the decision right. And making an inappropriate decision in the business environment of SMEs can irreparably harm your brand.

When you have to analyze large volumes of data, Machine Learning will allow you to make quick decisions strategically, maximizing accuracy and effectiveness, to avoid major ills.

Many SMEs believe that they do not have enough data to use new AI and machine learning technologies. But the reality is completely the opposite. Any company with a digital presence (that has a website, social networks, electronic commerce) has much more data than they imagine. Automatically extracting and analyzing that data with new technologies provides results that help identify business strategies.

5. Improve Customer Experience (UX)

Large companies already know that it is not enough to sell products or services, their offer must be accompanied by experiences and emotions. In fact, 77% of consumers choose a product or service due to the good experiences they had with the brand in the past, while 64% avoid buying from a company if they had a bad experience in the past.

With machine learning, your brand can anticipate the needs of the public, using the large amount of data that the system has collected about your customers.

Customer preferences can be predicted, to create a personalized experience, by precisely finding data correlations. Your company can quickly resolve (or avoid) customer problems, make additional product and service recommendations, discover what other potential customers may be ready to buy from your business, or identify which ones need a little more time.

Therefore, Machine Learning predicts actions for your company that will make customers happier with your brand, making them and their acquaintances end up returning to your business.

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