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The Role of Data Science in Business Intelligence

The Role of Data Science in Business Intelligence

Data science is a dynamic field that combines computer science, mathematics, and statistics to extract valuable knowledge from huge volumes of structured and unstructured data.

By leveraging the power of these disciplines, we can make sense of vast pools of information to gain meaningful insights.

It relies heavily on statistical analysis, machine learning algorithms, predictive modeling, text analytics, and data visualization to provide businesses with actionable insight about their customers and operations.

Using sophisticated BI tools such as a Business Analyst course, organizations can analyze vast amounts of complex data sets to make better-informed decisions that increase efficiency, enhance customer relationships, and improve financial performance.

What is Business Intelligence?

Business intelligence (BI) encompasses accumulating, storing, processing, and interpreting data to help companies gain a competitive advantage.

By leveraging BI technologies and insights, businesses can make better decisions that drive profitable outcomes.

Regarding data-driven decision-making in organizations, BI solutions provide a single source of truth that accelerates data-driven decisions while factoring in real-time performance metrics.

Businesses can stay ahead of their competition by leveraging the power of analytics to gain deep insights.

The Role of Data Science in Business Intelligence

Data Structuring and Analysis

Business intelligence involves data structuring, the first step to analyzing and interpreting data. Data scientists can use various tools such as Python, Hadoop, Pig, Hive, and Spark to store, cleanse and organize data into meaningful patterns and insights that allow businesses to make intelligent decisions.

Predictive Modeling

Predictive modeling uses statistical algorithms to identify patterns in existing historical data and extrapolate them into the future to forecast outcomes or trends.

Using predictive models, data scientists can help organizations anticipate customer needs or predict demand for certain products or services.

Visualization

In a business analytics context, a visualization is an important tool for understanding the implications of data.

Using interactive tools such as Tableau, Power BI, and SPSS, data scientists can create visuals to represent complex patterns in the data and make them easier to understand.

Automation

Data science has enabled businesses to automate various processes previously done manually. This helps reduce costs and errors while speeding up processes like customer service, sales, and marketing campaigns.

Machine Learning

Unlike traditional programming, which requires developers to write down instructions for the computer to follow, machine learning algorithms allow computers to learn from existing datasets without being explicitly programmed by humans.

This kind of automation allows organizations to gain greater insights from their data.

If you are intrigued by what is data structure, business analyst courses, and how data science can help organizations make better decisions, now is the perfect time to learn more about this field.

You can become an essential part of any business intelligence team with a combination of analytical expertise and technological skills.

Conclusion

Data science is essential in business intelligence by providing organizations with powerful insights into their customers, operations, and performance.

Data structuring, predictive modeling, visualization, automation, and machine learning are all important aspects of this field that help businesses make better decisions.

BI solutions provide a single source of truth that accelerates data-driven decisions while factoring in real-time performance metrics.

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Science

NASA Switches Off Instrument On Voyager 2 Spacecraft To Save Power

Voyager

NEW YORK — To save power, NASA turned off another scientific equipment on its long-running Voyager 2 spacecraft.

voyager

NASA Switches Off Instrument On the Spacecraft To Save Power

The space agency announced on Tuesday that 2’s plasma science instrument, meant to study the movement of charged atoms, was turned off in late September to allow the spacecraft to continue exploring for as long as possible, which is estimated to be into the 2030s.

NASA turned off a suite of instruments on Voyager 2 and its twin, Voyager 1, after exploring the gas giant planets in the 1980s. Both are currently in interstellar space or the region between stars. The plasma instrument on Voyager 1 stopped working years ago and was finally shut off in 2007.

The remaining four instruments on 2 will continue to collect data on magnetic fields and particles. Its mission is to investigate the regions of space beyond the sun’s protective sphere.

NASA Switches Off Instrument On Voyager 2 Spacecraft To Save Power

It launched in 1977, is the only spacecraft to have visited Uranus and Neptune. It is now more than 12 billion miles (19.31 billion kilometers) from Earth. 1 is more than 15 billion miles (24.14 billion kilometers) beyond Earth.

SOURCE | AP

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Science

Hurricane Kirk Could Cause Dangerous Surf Conditions Along The US East Coast

kirk

MIAMI — Hurricane Kirk’s waves could generate life-threatening surf and rip current conditions this weekend throughout the United States East Coast, as well as in Bermuda, the Greater Antilles, and the Bahamas, according to forecasters.

Kirk was a Category 3 hurricane in the middle Atlantic Ocean that might grow further but was predicted to stay away from land, according to the Miami-based National Hurricane Center on Thursday.

kirk

Hurricane Kirk Could Cause Dangerous Surf Conditions Along The US East Coast

Kirk-generated swells were forecast to reach parts of the Leeward Islands on Friday, Bermuda and the Greater Antilles on Saturday, and the East Coast and the Bahamas on Sunday, according to the center.

No coastal watches or warnings were in effect. The major storm was around 1,130 miles (1,820 kilometers) east of the Leeward Islands, with maximum sustained winds of 125 mph (205 km/h).

Meanwhile, Tropical Storm Leslie formed late Wednesday in the eastern Atlantic and is expected to strengthen into a hurricane in the following days, forecasters said. It was also not considered a threat to the land.

Hurricane Kirk Could Cause Dangerous Surf Conditions Along The US East Coast

The storm was about 540 miles (870 kilometers) southwest of Cabo Verde’s southernmost tip, with maximum sustained winds of 45 mph (75 kph), according to the center.

The storms raged in the Atlantic as rescuers in the United States Southeast sought for missing persons after Hurricane Helene struck last week, leaving a trail of death and devastation.

SOURCE | AP

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Science

Giant Fossilised Footprint Of Dinosaur Found in China

Giant Fossilised Footprint Of Dinosaur Found in China

(CTN News) – A team of palaeontologists believes they have discovered fossilized footprints of one of China’s largest raptors. The collection of five fossilized dinosaur footprints is half the length of a school bus.

The footprints were discovered in a dinosaur trackway in south-east China in 2020. Scientists believe dinosaurs walked over the muddy river during the Cretaceous period, leaving footprints. Some footprints have been preserved for tens of millions of years.

The dinosaur trackway was unearthed in Longxiang and is around the size of a hockey rink. Some of the footprints are unusually formed, with intact imprints of only two toes.

Fossilised footprint of megaraptor found in China

Giant fossil footprints lead to megaraptor dinosaur discovery in China

Raptors, or predatory birds, are often small and referred to as deinonychosaurs. For example, a Velociraptor is around the size of a turkey. Few raptors, such as the Utahraptor and Dakotaraptor, increased in size significantly, reaching lengths of 5 to 6 metres. The Triassic ichthyosaur was the largest raptor known until now.

“Exploring Longxiang: The Rich Dinosaur Trackway in Southeastern China”

According to the scientists, the predator would have attacked its prey with a pair of huge “killing claws” on each foot.

What scientists discovered recently in China is massive, far larger than the largest superpredator known to date.

Scott Persons of the College of Charleston in South Carolina, and his colleagues, added another large raptor to the list. They named it Fujianipus, and they believe it lived in East Asia some 96 million years ago.

Scott Persons at the College of Charleston in South Carolina and his colleagues added another giant raptor to the list. They named it Fujianipus, and they say it lived in East Asia about 96 million years ago. Photograph:(Twitter)

Persons and his colleagues are currently working on areas of Fujianipus’ skeleton, therefore little is known. The investigators only discovered a few of its 36-centimetre-long imprints.

“Preservation conditions were right for footprints but not so great for bones,” Persons said. However, scientists are certain that the footprints belong to a raptor because each one contains the imprint of only two toes, which corresponds to the foot anatomy of raptors. Raptors generally have three toes, but they keep one off the ground to preserve the big claw at the tip from wear and tear.

People believe Fujianipus demonstrates that raptors had the ability to grow much larger and compete with the largest predatory dinosaurs on the landscape at the time – allosauroids, some of which exceeded 10 metres or more in length.

According to Persons, raptors had an advantage over allosauroids in terms of speed. However, without fossilized leg bones, the researchers cannot correctly measure Fujianipus’ speed.

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