Big Data Archives - Liwaiwai

The Future Of Healthcare Is Data-Driven

As analytics tools and machine learning capabilities mature, healthcare innovators are speeding up the development of enhanced treatments supported by Azure’s GPU-accelerated AI infrastructure powered by NVIDIA. Improving diagnosis and elevating patient care Man’s search for cures and treatments for common ailments has driven millennia of healthcare innovation. From the use of traditional medicine in early history to the rapid medical advances of the past few centuries, healthcare providers are locked in a constant search for effective solutions to old and emerging diseases and conditions. The pace of healthcare innovation has increased exponentially over the past few decades, with the…

From Raw Data To Actionable Insights: The Power Of Data Aggregation

Data aggregation is the process of collecting data to present it in summary form. This information is then used to conduct statistical analysis and can also help company executives make more informed decisions about marketing strategies, price settings, and structuring operations, among other things. Data aggregation is typically performed on a large scale via software programs known as data aggregators. These tools spread a company’s data to several different publishing websites such as social media platforms, search engines, and review sites. Data scientists and analysts are the most common users of data aggregation tools and data aggregation software. Benefits of…

The Benefits And Core Processes Of Data Wrangling

Data wrangling, also known as data munging, is the process of cleaning, transforming, and organizing raw data for further analysis and integration. In this article, I will explore the significance and benefits of data wrangling, the process of making raw data usable for different end users, and the application of data wrangling in AI and machine learning. Let’s start by taking a closer look at data wrangling and its significance in finance. With a predicted market size of 103B in 2027 according to Statista, unlocking big data’s full potential is more relevant than ever. As big data continues to evolve, companies…

Movie Score Prediction With BigQuery, Vertex AI And MongoDB Atlas

Hey there! It’s been a minute since we last wrote about Google Cloud and MongoDB Atlas together. We had an idea for this new genre of experiment that involves BigQuery, BQML, Vertex AI, Cloud Functions, MongoDB Atlas, and Cloud Run and we thought of putting it together in this blog. You will get to learn how we brought these services together in delivering a full stack application and other independent functions and services the application uses. Have you read our last blog about Serverless MEAN stack applications with Cloud Run and MongoDB Atlas? If not, this would be a good…

Boost Medical Discoveries With AlphaFold On Vertex AI

There’s a lot we can learn from combining technology with science to help support the development of amazing discoveries. By using an AI system to predict protein shapes, we have the potential to accelerate research in every field of biology. Inside every cell in your body, billions of tiny molecular machines are hard at work. They are what allow your eyes to detect light, your neurons to fire, and the ‘instructions’ in your DNA to be read. These intricate machines are known as proteins. The protein folding puzzle Protein folding is something that occurs naturally so that proteins become biologically…

8 Surprising Things Data Science Has Revealed About Us Over The Past Decade

Big data analysis has long supported major feats in physics and astronomy. But more recently we’ve seen it underpin breakthroughs in the social sciences and humanities. Since the landmark paper Computational Social Science was published in 2009, a new generation of data analytics tools has given researchers insight into fundamental questions about how we communicate, who we are and what we value. For instance, by analysing the relative frequency of certain words in historical texts, researchers can identify important changes in our use of language over time. In some cases these shifts will be obvious, such as the use of…

5 Charts Showing The Jobs Of A Post Pandemic Future – And The Skills You Need To Get Them

By 2025, 97 million new roles may emerge that are more adapted to the new division of labour between humans, machines and algorithms. Roles already growing in demand include data analysts and scientists, AI and machine learning specialists and robotics engineers. The ‘jobs of tomorrow’ also show the continuing importance of human interaction through roles in marketing, sales and content production. The engineers, researchers and marketers of today could be the data scientists of tomorrow as increasing automation disrupts the jobs landscape over the next five years. That’s according to data gathered by LinkedIn, Coursera and the World Economic Forum…

Is AI the Best Solution for Crowd Management?

We increasingly use technology for a broad variety of purposes, and the more that happens, the more data we collect and store. These days, AI is transforming the way we utilize that information. Machines can read and learn from different types of data and then perform real-world tasks. That’s true in almost every sector, but AI is also being used to simplify and improve how humans control crowds and populations worldwide. From cities to events and the pandemic, tech has transformed the way we’re managing interactions and gatherings. While AI can augment, automate, and improve decision-making and planning, it’s only a part…

Seven Steps To Effective AI Adoption For Your Enterprise

Today many executives realize that the future success of their business may depend on the ability to effectively implement an AI strategy, to keep pace with rapid AI-driven digitalization across almost all sectors and industries. Businesses want to leverage the immense benefits of AI, including the ability to deliver data-driven insights, improve product-to-market fit, reduce operational costs, and increase customer satisfaction. However, many do not realize what it truly takes for an organization to be AI-ready. The cultural and technological shifts can be challenging, but the rewards can mean a windfall for your company. The question is how to implement AI in…

4 Key Areas Where AI And IoT Are Being Combined

The Internet of Things is powered by 3 emerging technologies – Artificial Intelligence, 5G and Big Data. When combined, Artificial Intelligence and the Internet of Things (AIoT) hold the promise of a more connected future. The AIoT fusion is increasingly becoming more mainstream, as it continues to transform the fundamental ways in which we live our lives and process data. AIoT: When AI meets the Internet of Things The Internet of Things (IoT) is a technology helping us to reimagine daily life, but artificial intelligence (AI) is the real driving force behind the IoT’s full potential. From its most…

Input your search keywords and press Enter.