Data Science Resume And Interview Tips

Please register using the zoom link to get a reminder: https://us02web.zoom.us/webinar/register/WN_j5-Mf-knSIq6EIlGgSHSoA The hardest part about breaking into the data science industry is landing your first gig. This session is an opportunity to hear from someone on the other side about what attracts them to prospective hires, how to market yourself before and during the hiring […]

Autotuning Deep Learning Models

Please register using the zoom link to get a reminder: https://us02web.zoom.us/webinar/register/WN_apZlfeGbQ7C8Fx1TDsb_4g The quality of any machine learning or deep learning model depends on the values that define the model structure and corresponding hyperparameters. Many practitioners may find themselves investing countless hours manually searching for the right model and related hyperparameter values. Some use highly inefficient […]

Modern Approaches To Anomaly Detection

Please register using the zoom link to get a reminder: https://us02web.zoom.us/webinar/register/WN_9tINfoQwQD-7h-gLSmkvNQ Identifying anomalous observations has important business impacts across all industries. None more than in the world of fraud detection where some observations are intentionally trying to hide, which is different than most rare event problems that exist in modeling. This talk will highlight some […]

Generating Synthetic Data With GANs

Please register using the zoom link to get a reminder: https://us02web.zoom.us/webinar/register/WN_-6YyWkajRNy49byw2oumpg Do we have enough data? Are our datasets imbalanced? How can we accelerate research while avoiding data leakage? Generative Adversarial Networks (GANs) are a promising AI solution to these questions. With GANs, we can generate more and better data that is more fair and […]

Deep Embeddings and Section Fusion for Music Segmentation

Please register using the zoom link to get a reminder: https://us02web.zoom.us/webinar/register/WN_DfwFTpQuTp2JizrqO1Co1Q Music segmentation algorithms identify the structure of a music recording by automatically dividing it into sections and determining which sections repeat and when. In this talk I give an overview of this music information retrieval problem and present a novel music segmentation method that […]

Modernizing The Roles In Your Analytics And Data Science Organization

Please register using the zoom link to get a reminder: https://us02web.zoom.us/webinar/register/WN_uRT7tKM0R2C2U06cCg-Jsw A recurring theme among analytics and data science leaders is the concern of not being able to keep up with all of the rapid change taking place – both individually and as a team. In years past, it was possible to stand up an […]