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Searching for a Data Colander for Automatic Data Cleaning

Conferences ODSC Speaker Data Cleaning ODSC Speakerposted by ODSC Team April 17, 2019

Editor’s note: The following is an article written by Devavrat Shah of MIT and Christina Lee Yu of Cornell University. Be sure to check out their presentation at ODSC East 2019, “Predictions in Excel through Estimating Missing Values”.” The stated mission of Data Science or Data-Driven AI is to... Read more

Forging a Career Path in Data Science From Beginner to Expert – ODSC Career Expo

Career Insights Conferences Featured Post Career Insights odsc eastposted by ODSC Team April 15, 2019

Data Science, data engineering, and machine learning jobs continue to rank as some of the most sought after and highly paid jobs on the planet, according to Thinknum. However, finding the right job is more important than ever. This may be a lucrative field, but many quickly find that... Read more

Data Science + Design Thinking: a Perfect Blend to Achieve the Best User Experience

ODSC Speaker Tools & Languages Workflow Design Thinking ODSC Speakerposted by Michael Radwin April 15, 2019

It’s one thing to rely on artificial intelligence, machine learning, and big data to make your product smarter. And, quite another to build a product that’s so intuitive and easy-to-use that your customer falls in love with it. That’s the beauty of data science + design thinking. It’s... Read more

How LinkedIn Navigates Streams Infrastructure Using Cruise Control

Modeling ODSC Speaker Kafka ODSC Speakerposted by Adem Efe Gencer April 12, 2019

The past decade has witnessed a growing adoption of automation and artificial intelligence (AI) in various industries. This trend helped companies optimize their custom workflows in a cost-efficient manner, avoid the missed deadlines, and enhance the quality of life of its consumers. Naturally, these benefits have boosted the popularity... Read more

Using NLP and ML to Analyze Legislative Burdens Upon Businesses

Featured Post Machine Learning NLP/Text Analytics ODSC Speaker East 2019 Machine Learning NLPposted by Serena Peruzzo April 11, 2019

The process of legal reasoning and decision making is heavily reliant on information stored in text. Tasks like due diligence, contract review, and legal discovery, that are traditionally time-consuming, can be automated, saving a huge amount of time. This makes the development of approaches that leverage natural language processing... Read more

Nominate a Data Science Project for a $10,000 Grant at ODSC East 2019

Conferences Featured Post East 2019posted by ODSC Team April 10, 2019

Thanks to the efforts of academia, AI labs, and others, significant progress continues to be made in deep learning, machine learning, and data science in general. However, it’s thanks to the open source data science projects that many of these advances are quickly accessible to data scientist and developers.... Read more

Watch: Applied Finance – The Third Culture

Accelerate AI ODSC Speaker Accelerate AI Financeposted by ODSC Team April 9, 2019

What can financial analysts learn from computer scientists about data science? And can computer scientists change their approach to appeal to finance professionals? Data scientists typically argue about the relative merits of the statistical and algorithmic approaches to data mining (Leo Breiman – The Two Cultures). Anyone who has... Read more

Announcing the 2019 Regional Startup World Cup at ODSC East 2019

Conferences Featured Post East 2019posted by ODSC Team April 5, 2019

Startups face a major problem in getting their ideas off the ground: Funding. How do you raise the funds you need to push your project further? Where does the money come from? What relationship do you want to have with investors? How do you even find investors and supporters... Read more

Good, Fast, Cheap: How to do Data Science with Missing Data

Featured Post Guest contributor Modeling ODSC Speaker Missing Data ODSC Speaker Open Dataposted by Matt Brems April 5, 2019

When doing any sort of data science problem, we will inevitably run into missing data. Let’s say we’re interviewing 100 people and are recording their answers on a piece of paper in front of us. Specifically, one of our questions asks about income. Consider a few examples of missing... Read more

Unleashing the Power of AI Machine Learning to Improve the Hiring Process

Accelerate AI Guest contributor ODSC Speaker Accelerate AI Hiringposted by Dastgeer Shaikh April 4, 2019

Undoubtedly, the power of machine and algorithmic driven intelligence empowered by exponentially growing data – collectively referred to as artificial intelligence (AI), riding on the cusp of cloud-based computing, has tremendously revolutionized our visions and perception beyond any bounds. Cumulatively, rapid scaling of digital technologies is driving out-of-box boundaries... Read more