Date of publication: 2017-09-02 14:16
DeepDive s secret is a scalable, high-performance inference and learning engine. For the past few years, we have been working to make the underlying algorithms run as fast as possible. The techniques pioneered in this project are part of commercial and open source tools including MADlib , Impala , a product from Oracle , and low-level techniques, such as Hogwild!. They have also been included in Microsoft s Adam and other major web companies.
Scientists in all settings must keep abreast of research techniques and scientific advances, so attending conferences or meetings is common. Attendance at a conference may sometimes involve presenting your own work.
DeepDive allows developers to use their knowledge of a given domain to improve the quality of the results by writing simple rules that inform the inference (learning) process. DeepDive can also take into account user feedback on the correctness of the predictions to improve the predictions.
So no matter what you’re up against – persuasive research paper topics, in-depth analyses, or other research paper styles, remember your basic guidelines: write from what you love, view past work, and brainstorm with buddies. You may not know at first what is a good topic for a research paper, but you’ll soon discover intriguing topics and amazing possibilities with these strategies!
Molecular level research may be carried out using appropriate cell and animal models, or human volunteers may be used to study the clinical effects of various factors.
Career structures vary between sectors. In academia, after a PhD, most medical research scientists enter employment in postdoctoral positions. These are normally short-term contracts of up to three years.