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Dataset Management for Computer Vision
When building computer vision solutions, the emphasis is usually on the modeling side and on leveraging the latest algorithm. While the model is important, in my experience I have found that an even more important component to delivering a successful solution is to build and maintain... Read more
Scaling LightGBM with Dask
LightGBM is an open-source framework for solving supervised learning problems with gradient-boosted decision trees (GBDTs). It ships with built-in support for distributed training, which just means “using multiple machines at the same time to train a model”. Distributed training can allow you to train on larger... Read more
Measure Twice, Model Once
Supervised machine learning is essentially classification: ball vs strike; dog vs cat vs horse vs cow; etc. For these types of problems, the most fundamental question is always: can I create an accurate and generalized model (classifier) from the data I have collected? Today, the only... Read more
Data Visualization for Data Scientists – Choosing the Right Tool for the Job
Photo for Data Visualization for Data Scientists by David Pisnoy on Unsplash. Data visualization sometimes gets categorized as a field separate from machine learning or data science. Skill in designing effective, attractive plots and graphs doesn’t show up in job descriptions in the same way as... Read more
Virtual Networking and Extra Events Coming to ODSC East 2021
Although ODSC East Virtual is the conference for building the data science skills you need to achieve your career and personal goals, expert-led training sessions, workshops, and talks are not the only career-advancing opportunities it has to offer. You’ll also have the chance to build new... Read more
Announcing the ODSC East 2021 Virtual Conference Keynotes
We’re thrilled to announce the featured speakers for ODSC East Virtual 2021, March 30th-April 1st. These preeminent researchers and practitioners will be kicking off our expert lineup scheduled to speak at the only virtual data science conference. These ODSC East 2021 keynotes are leaders in applied... Read more
Insights Discovery in Data Science Through Novel Machine Learning Approaches
Learn about: Insights Discovery in Data Science Through Novel Machine Learning Approaches, in an upcoming talk. I have always appreciated the unusual, unexpected, and surprising in science and in data. As famous science author Arthur C. Clarke once said, “The most exciting phrase to hear in science,... Read more
Build or Buy? Find Your Answer at the ODSC Virtual AI Expo and Demo Hall March 30-31
We’re thrilled to announce that the Virtual AI Expo will be returning on March 30th and 31st, during ODSC East Virtual 2021. Featuring everything you would expect from an in-person expo hall, the Virtual AI Expo is the perfect opportunity to find an AI solution to... Read more
How to Convince Your Boss to Let You Attend ODSC East 2021
As a data scientist, you are continuously faced with the same dilemma: how to stay current in a rapidly changing and developing field, while also staying on top of projects. Attending virtual training conferences can help you build new skills, expand your network, and recharge your... Read more
ODSC East 2021 Schedule Released – See the Details Here
In just a few months, ODSC East Virtual, the only virtual data science training conference, will return from March 30th to April 1st with 80+ hands-on training sessions and workshops and 300 hours of content on core topics and recent innovations, including machine learning, NLP, AI... Read more