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Machine Learning Challenges You Might Not See Coming
There seems to be a skills gap, and a skills misunderstanding, when it comes to Data Science, Engineering, and DevOps as a joint process. At our machine learning consultancy, Infinia ML, we view deployment as a sequential process across teams: (1) Data Science explores data and develops algorithm(s). (2a)... Read more
10 Startups Killing the AI Game
There are some truly weird things happening in AI right now, but we’re also seeing some innovating solutions emerging as humans learn how to deploy AI bigger and better. These startups know that AI has the potential to solve some of the most vexing issues in the world, and... Read more
Here’s Why You Aren’t Getting a Job in Data Science
We constantly hear about the rising demand for data science skills coupled with the shortage of data scientists to fill this growing need. This disparity seems like a true opportunity for those seeking career positions in the field, yet stories abound describing how tough it is to land a... Read more
Using NLP and ML to Analyze Legislative Burdens Upon Businesses
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
ODSC East 2019 Sneak Peek: Insights from 19 Data Science Experts
Data science doesn’t just happen magically by itself. All walks of data science and artificial intelligence – from machine learning and deep learning to NLP and computer vision – are successful thanks to the people behind it. At ODSC, our conferences are built upon these industry leaders – experts... Read more
Nominate a Data Science Project for a $10,000 Grant at ODSC East 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
Here’s Why You Can’t Hire a Data Scientist
As a business owner, you may be seeking a data scientist to help you derive value from your company’s data assets. This is a strategic move, one that your competitors are likely making as well, so you want to make this important hire count. In this article, I will... Read more
How To Make Your Deep Learning Process More Secure
Threats to security evolve with each new technology. History shows us this. Now that deep learning is on the rise, unique threats that both use and exploit deep learning paradigms are gaining traction. If your organization is involved in deep learning, the threats are going to change. Here’s how... Read more
Announcing the 2019 Regional Startup World Cup at ODSC East 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
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