ODSC Speakers: Blogs, Articles, and Tutorials from Data Science Experts

Watch: Introduction to Machine Learning with Scikit-Learn

Blogs from ODSC Speakers Conferences Machine Learning Scikit-Learnposted by ODSC Team May 27, 2019

Machine learning has become an indispensable tool across many areas of research and commercial applications. From text-to-speech for your phone to detecting the Higgs-Boson particle, machine learning excels at extracting knowledge from large amounts of data. This talk gives a general introduction to machine learning and... Read more

Watch: Deploying Investments in AI and Machine Learning

Blogs from ODSC Speakers Business + Management Machine Learning Accelerate AI Machine Learningposted by ODSC Team May 24, 2019

Over the next 18 months, companies will be completing the R&D phase of their AI/ML investments and will be deploying their models and algorithms to production. The proper execution of deploying your AI/ML models will separate the organizations who see an ROI on AI from those... Read more

Watch: High-Performance Data Science with Docker and Digital Ocean

Blogs from ODSC Speakers Conferences Conferences Dockerposted by ODSC Team May 23, 2019

This talk discusses Docker as a tool for data scientists, in particular in conjunction with the popular interactive programming platform, Jupyter, and the cloud computing platform, Amazon Web Services (AWS). Using Docker, Jupyter, and AWS, a data scientist can take control of their environment configuration, prototype... Read more

Watch: Applications of Deep Learning in Aerospace

Blogs from ODSC Speakers Conferences Deep Learning Conferences Deep Learningposted by ODSC Team May 14, 2019

Recent advances in machine learning techniques such as deep learning (DL) have rejuvenated data-driven analysis in aerospace and integrated building systems. DL algorithms have been successful due to the presence of large volumes of data and its ability to learn the features during the learning process.... Read more

Come See Our Talk on MATLAB and TensorFlow: 3 Ways to Enhance TensorFlow with MATLAB

Blogs from ODSC Speakers Deep Learning Deep Learning ODSC Speakerposted by ODSC Team April 25, 2019

Shounak Mitra, MathWorks’ Product Manager for Deep Learning Toolbox, will be presenting “everything but the training” at ODSC on Thursday, May 2nd at 2 PM in Room 202. Here are some of the highlights of the talk and why you should attend. In AI and deep... Read more

Properly Setting the Random Seed in ML Experiments. Not as Simple as You Might Imagine

Blogs from ODSC Speakers Featured Post Machine Learning Modeling Machine Learning ODSC Speakerposted by Cecelia Shao April 24, 2019

Join Comet at Booth 406 in the ODSC East Expo Hall. We will also be speaking at ODSC: – April 30, 9 am — A Deeper Stack for Deep Learning: Adding Visualizations + Data Abstractions to your Workflow (Douglas Blank, Head of Research) – May... Read more

Learn How to Organize, Cleanup and Process Medical Image Datasets for Computer Vision Training

Blogs from ODSC Speakers Guest contributor Modeling Computer Visionposted by Jesse Freeman April 23, 2019

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

Blogs from ODSC Speakers Deep Learning Guest contributor Modeling Deep Learningposted by Yuval Greenfield April 23, 2019

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

Searching for a Data Colander for Automatic Data Cleaning

Blogs from ODSC Speakers Conferences 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... Read more

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

Blogs from ODSC Speakers 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 +... Read more