DataScience4you2me

Healthcare organizations house enormous amounts of data – amounts that have been multiplied many times over since the widespread adoption of electronic health records (EHR) systems over the last decade. What few of these groups know how to reckon with, though, is how to best manage data that’s no longer in use – particularly data from systems the organization has since retired. What’s the best way to handle this information? When data is no longer in active use, the best thing that healthcare systems can do it archive it. Archiving data is different from backing it up for continuity purposes. While systems may find ways to use this data again later on, data archiving is premised on the idea that the system the data is connected to no longer exists. This can apply to any of the major data management systems used in healthcare , from EHRs to medical imaging platforms and opioid use monitoring platforms. As such systems are decommissioned, the data should be archived. Why Keep Your Data...

If you’ve never been aware of big data in the firearms industry, you’re in for a treat. Statistics over time have proven that the firearms industry does exceptionally well under two conditions: right before a presidential election and during a national crisis. Currently, the U.S. is facing both of these conditions at once. This means it’s a good time to go into business in the firearms industry. The interesting thing about the firearms industry is a recent integration with AI. Artificial intelligence is now being used to create firearms that provide better accuracy at long distances where the accuracy doesn’t rely on the shooter’s marksmanship skills. This is part of why the industry is doing so well right now. Firearms sales are surging There will always be certain industries that do better than others during a crisis. Today, during the coronavirus pandemic, the firearms industry is seeing exponential sales. Unless the entire second amendment to the U.S. Constitution is dissolved...

We learn something new about the COVID-19 pandemic every day. This is a credit to brilliant scientists, epidemiologists, and public health experts around the world, but these professionals wouldn’t be able to do their jobs without big data systems. In fact, big data systems, which have already proven to be the most significant intervention in 21st century healthcare , represent our greatest hope of driving back COVID-19 infections and quickly developing an effective vaccine. Understanding Infection Patterns The first step in understanding COVID-19 infection is the most straightforward: figure out where and how infections are spreading and, to this end, graph databases have been a particularly powerful tool. Generally derived from conventional SQL databases, graph databases convert SQL information using GraphQL and allow users to better visualize relationships between individual data points. Through contact tracing, in which we look at the social relationships between infected partie...

Python has historically been the most popular language for big data applications. However, there is a growing need for JavaScript programmers that have a background in data science . React.JS is one of the JavaScript libraries that is becoming more popular for data science applications. One of the biggest advantages of this library is that it can create great, intuitive UI dashboards. Unfortunately, many data scientists lack the background necessary to create great React applications on their own. This means that they may need to outsource these services if they don’t have a JavaScript in-house. This may make more sense than using React training for your developers. Top Benefits of Outsourcing React JS Development for Big Data Development You may be surprised to know that JavaScript is being referred to as the future of big data by some experts in the IEEE. However, many organizations don’t know how to leverage it properly. When it comes to the success of any modern business, fr...

Big data is radically changing the future of online business. The benefits that it offers are abundantly clear. This Medium post highlights some of the reasons that big data is transforming the nature of e-commerce and other fields of online business. One of the biggest benefits is through personalized recommendations. Amazon receives around 35% of its business through recommendations it provides to customers. They also use trend forecasting and customer behavioral analysis to adapt their business models to boost business. However, none of these features would be viable without web dashboards. We talked about the benefits of business dashboards before , but web dashboards have their own benefits. These interfaces enable organizations to seamless analysis their content and provide GUI interaction capabilities. Big data and web dashboards go hand in hand. Big Data is Critical to Developing Web Dashboards In 2020, there are hardly any apps that do not come with a dashboard. Dashboard...

Data analytics is revolutionizing the future of ecommerce. A growing number of ecommerce platforms have expressed the benefits of data analytics technology and incorporated them into their solutions. How much of a role will big data play in ecommerce? Experts forecast that ecommerce providers will spend $6.2 billion on big data by 2025 . This is a 150% increase over a seven-year period. But how should ecommerce platforms use big data effectively? You can learn more below. Essential Benefits of Big Data in Ecommerce Applications Forrester estimates that in the US, B2B eCommerce will reach $1.8 trillion by 2023 and constitute 17% of all B2B sales. This year, B2B eCommerce is expected to double the value of B2C eCommerce . With so much at stake, it’s surprising that many B2B sellers are slow adding an online sales channel. One barrier to entry has been the inability of the most common B2C eCommerce platforms to handle the complexities of B2B selling. Picking the right eCommerce solu...

The market for cloud computing is growing at an insane pace. One analysis shows that it is likely to reach $761 billion by 2027 . You might be surprised to know how much of a role it will play in the future of modern business. If it hadn’t been for massive advances in modern technology, the world would have been a completely different platform for modern businesses . It is due to the increased adaptation of the internet and high-tech gadgets that many businesses have achieved monumental success in a short period of time. The benefits of cloud computing can be massive. Deloitte published a case study on a major food retailer that was able to save $50 million in a single year by investing in cloud technology. They also bolstered their productivity with cloud technology as well. However, many companies don’t know how to leverage cloud technology effectively. You need to understand the benefits of cloud technology and utilize its capabilities fully. We wanted to provide a detailed ov...

Big data is the lifeblood of modern app development . App developers should also use data analytics to maximize their monetization opportunities. A growing number of developers have found that the number of app monetization opportunities has grown considerably in recent years. They are embracing new big data initiatives to find the best opportunities. Big Data is Critical for App Monetization in 2020 Today, the market is flooded with hundreds of fitness apps on all app stores, and this number keeps growing every day. No matter how many apps there are, all of them find a fan base since people have become more health-conscious in the past decade. Everyone is on a lookout for the best lifestyle app and wearable, even the investors. Big data is increasing the supply of apps, since it offers new ways for developers to grow their revenue. So, if you are planning to invest in a fitness app too, here are some ways in which they are monetized and which one would earn you the highest returns...

Data analytics is becoming a critical component of modern SEO. We have previously identified the benefits of big data in SEO strategies. However, we thought it was time to talk about a more specific application of data analytics in SEO . Data analytics can be extremely useful for finding long-tail keywords for search engine marketing. Whether you intend to use data analytics for paid or organic search marketing, data analytics can help you find keywords that have the least competition and highest conversion rates. Leveraging Data Analytics for Long-Tail Keyword Strategies When we do SEO or search engine optimization , using keywords seems to be inevitable. It is basically at the foundation of every other thing that we do. Because of this, we usually do extensive keyword research before you make major decisions. This wouldn’t be possible without the best data analytics tools at our disposal. Normally, the keywords that we target are those with the highest search volume, which is the...

Rooted in Greek civilization, law is one of the world’s oldest professions, and for all these years, particularly in America, has been steadfast in its commitment to justice for all, and as a way to change things for the better. American lawyer Clarence Darrow, once said, “Justice has nothing to do with what goes on in a courtroom; Justice is what comes out of a courtroom.” While justice is the noble aim of law which has remained constant over the years, the legal industry, until recently, was also insulated from a fast-changing world of technology. One of the biggest changes of an age of technology, is the entrance of “big data” into the world, which got noticed, globally, around 2010.  The expression “big data” itself was coined in 2005, by technology expert, Roger Magoulas, to describe the variety of massive, complex data sets that could not be managed and processed with traditional data management tools. Co-founder and Co-director of the MIT Initiative on the Digital Econom...

Artificial intelligence has transformed the future of many industries. One area that has been under- investigated is the use of AI in time tracking technology. AI is Fundamentally Changing the Future of Time Tracking Technology A time tracking software is a worthy investment irrespective of the size of your organization. It generates accurate reports based on the amount of time your team spends working on a task. These reports facilitate planning of budgets for upcoming projects. Many AI tools are changing the nature of time management. MindSync AI discussed the pivotal role of AI in time management in a Medium article . Why is time tracking software important? It helps with keeping track of the hours being invested on a given task. This sheds light on the timeline for the overall project. It also helps in determining the productivity levels of the employees. This is one of the many reasons that AI is driving workplace productivity . But how can employers utilize it effectively? ...

The digital marketing field has become far more datacentric in recent years. Before the turn of the century, the reliance on data technology was little more than nonexistent. It was primarily limited to handling the backend computations needed to handle the bandwidth of large websites. Web developers utilized data to some capacity as well, but marketers rarely considered doing so. This has changed in the 21 st Century . The tides have changed in more recent years. Big data has become critical to the evolution of digital marketing. Hadoop technology is helping disrupt online marketing in various ways. One of the ways that Hadoop is helping the digital marketing profession is by increasing the value of digital creatives. Digital marketers can use data mining tools to assist them in a number of ways. Some of the benefits are detailed below: Optimizing metadata for greater reach and branding benefits There are a number of variables that affect the ROI of digital marketing creatives ....

Grocery shopping has undergone major changes recently. Since the start of the COVID-19 pandemic, people have adjusted their shopping patterns, both in terms of frequency and in terms of the items that they choose. Panic shopping led to strange shortages, while disrupted supply chains made it harder to refill shelves. It’s been hard on people at every point along the chain, from farmers and factory workers to grocery store clerks and shoppers – but the good news is that navigating product availability doesn’t have to be so complicated. If grocery stores can leverage data streams drawn directly from inventory levels and link this information to a central platform, shoppers can plan their trips more effectively, minimizing potential viral exposure. This data can also help distributors replot distribution chains to appropriately meet changing demand. With grocery shopping trends unlikely to settle back into their old patterns any time soon, brands need to take steps to adjust. Online Sho...

The big data market is exploding. According to Markets and Markets, it will be worth $229 billion in the next five years. Despite the rapid evolution of big data, many small businesses are overlooking its benefits. You should not make this mistake. You should consider the vast benefits of big data and invest in it accordingly. Why Small Businesses Overlook Big Data (And Should Start Embracing it) When business owners hear the words big data, they usually start to tune out because they think that it is meant only for major brands like Google and amazon. They think that is only feasible for multinational corporations that spare no expense in getting any kind of leading edge on the competition, for example. The reality is that thanks to innovations made recently, Big Data and data management are cheaper than ever. Which makes anything on the Gartner MDM 2020 Magic Quadrant list available to even small businesses to help grow and streamline.  It’s almost like a high tech Gold Ru...

Digital marketing is becoming more important during the pandemic. One study in the UK found that 65% of consumers increased spending during the crisis. Companies are investing more in digital marketing to respond to changing consumer behavior. Unfortunately, they have also found it difficult to train employees. Fortunately, new data analytics advances can help. Data analytics technology is transforming the future of online education. Countless experts have discussed the relevance of big data for online universities. However, new analytics technology will be just as critical for online training of various careers. The digital marketing profession is a prime example. As a result, digital marketing training is becoming more popular. Digital marketing companies have resorted to online training during the pandemic. This is one of the biggest trends in digital marketing . They have faced some challenges, which have been addressed with data analytics tools.  How data analytics is dis...