Do Neural Networks Really Need to Be So Big?

Neural networks — the technique underlying nearly all systems we describe as “artificial intelligence” today — are revolutionizing the way we communicate, get around, and express ourselves. In one of the most prominent recent examples, the GPT-3 model from OpenAI has learned to automatically.

The Role of Natural Language Processing in Healthcare

Companies in the healthcare industry utilize their large amounts of data in combination with natural language processing (NLP) techniques to enhance personalized care, identify high risk patients or automate tedious paperwork. Continuous research in the field leads to new promising applications,.

Recapping DSSVirtual with a Data ‘Bang’ in Healthcare, Finance & Technology

The very first DSSVirtual of 2021 was held February 16-17 - and we’re still feeling excited about how it turned out! With a diverse lineup featuring 20+ talks from leading data scientists, over 1,500 AI enthusiasts joining the virtual event, and lots of great networking, we can look back and say:.

Data Science Use Cases and Challenges in Healthcare in 2021

Artificial Intelligence (AI) offers promising opportunities to reinvent the healthcare industry, from optimizing the diagnostic progress to improving quality of care as well as managing hospital capacities. Particularly during a global pandemic AI carries the hope to become more efficient and.

6 Data Science Trends to Watch in 2021

In this tumultuous year, we’ve seen how digital and data-centric companies have been growing and flourishing amid the pandemic, which encouraged many other organizations to follow in their footsteps.

A Guide to Differential Privacy at Scale

Introduction The growth of AI and machine learning (ML) has led researchers to think, research and stress the development of ethical AI solutions - with AI models / solutions able to provide:

Data Science Opportunities and Challenges in Retail amidst COVID-19

COVID-19 has turned the retail and e-commerce ecosystem upside down. While some businesses have seen a drastic decrease in sales, others have experienced a boom and marched to the forefront of the very competitive industry.

Top 16 Data Science and Machine Learning Slack Communities

Virtual communities make a difference, especially during a pandemic where people are unable to meet and interact in person. Slack is a real gold mine when it comes to finding inspiring peers who share similar data science joys and challenges.

Using machine learning for content recommendations: Q&A with The New York Time's data science director

During our recent Data Science Salon Virtual conference for the media, advertising and entertainment industries, we had Anne Bauer with us from The New York Times. She gave one of our most viewed talks about how The New York Times experiments with personalized recommendations. We received great.

Top 25 Data Science Influencers to Follow in 2020

Top 25 Data Science Influencers to Follow in 2020 In the current times of COVID-19, we rely on exchanging information online, now more than ever. Keeping track of the latest open source library, a new algorithm or recently published paper can be hard or impossible on a daily basis. Fortunately,.

Sign up for our newsletter