fbpx
Learn How to Organize, Cleanup and Process Medical Image Datasets for Computer Vision Training
We are entering a whole new world where the possibility for AI, and more specifically computer vision, can help us with medical decision making that we’ve relied on doctors to perform. Moreover, while the hope of having doctor-less diagnoses is still a work of science fiction,... Read more
ODSC East DeepOps: Building an AI First Company
I’ve spoken to over a hundred AI companies as part of my job at MissingLink.ai and the result of analyzing their experiment, data and compute workflows. Certain challenges were a common theme across many teams – the solutions to these is a concept we call “DeepOps”,... Read more
Darwin: Machine Learning Beyond Predefined Recipes
The same way a tailored suit feels and looks different from generic options because it actually fits, tailored models perform differently than pre-established boxed algorithms because they are custom-fitted to your data. To answer this need, SparkCognition has developed Darwin™, a machine learning product that automates... Read more
Being Open in the Era of Privacy
When Netflix announced a 1 million dollar challenge for improving their recommendation engine, together with releasing 100 million movie ratings in 2006, they knew little what would happen next. Netflix has been working on a recommender system for years by then, were recognized for their business... Read more
Help Set the Standards for Analytics Professionals For a Chance to Win Data Science Gifts
As the role of data and analytics is expanding rapidly in creating new business models or changing existing ones, demand for analytics professionals is growing at an increasing rate. The world has witnessed an explosion in the number of people describing themselves as data scientists or... Read more
All The Cool Things You Can Do With PostgreSQL for Data Analysis
We all know that one of the biggest tasks is cleaning our data and getting it ready for analysis. Once you’ve spent all that time cleaning your data I will argue you should store it in a relational database. While you may not do all your... Read more
Why Do Tree Ensembles Work?
Ensembles of decision trees (e.g., the random forest and AdaBoost algorithms) are powerful and well-known methods of classification and regression. We will survey work aimed at understanding the statistical properties of decision tree ensembles, with the goal of explaining why they work. An elementary probabilistic motivation... Read more
How to Develop the Five Soft Skills That Will Make You a Great Analyst
Analysts often assume that the best way to advance their careers or provide more value is to improve their technical chops. While it’s true that you need a baseline of technical skills to conduct analysis, most of us need further development of our soft skills rather... Read more
What You Need to Know About Adopting Big Data, AI, and Machine Learning
Most businesses are now very familiar with technologies like big data analytics, artificial intelligence (AI) and machine learning (ML). Executives have poured over case studies and performance statistics to better understand how these technologies can improve their products and services, as well as improve efficiencies and... 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... Read more