Blogs from ODSC Speakers Archives

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Blogs from ODSC Speakers

Can Machine Learning Discover the Laws of Nature?

Blogs from ODSC Speakers Machine Learning Modeling Europe 2022posted by ODSC Community June 7, 2022

Editor’s Note: Yair Weiss, PhD is a speaker for ODSC Europe 2022 this June 15th-16th. Be sure to check out his talk, “Scientific Discovery and Unsupervised Disentanglement,” there! Johanne Kepler (1571-1630) was in some sense a tremendously successful data scientist. While many astronomers have worked hard... Read more

How to Tune a Model Using Feature Contribution and Simple Analytics

Blogs from ODSC Speakers Modeling Europe 2022posted by ODSC Community June 6, 2022

Editor’s note: Ori Nakar is a speaker for ODSC Europe this June 15th-16th. Be sure to check out his talk, “How to Tune a Model using Feature Contribution and Simple Analytics,” there! Tuning a model is a core element of a data scientist’s work. An important... Read more

Visually Inspecting Data Profiles for Data Distribution Shifts

Blogs from ODSC Speakers Modeling Europe 2022posted by ODSC Community June 2, 2022

Editor’s note: Felipe de Pontes is a speaker for ODSC Europe 2022 coming up June 15th-16th. Be sure to check out his talk, “Visually Inspecting Data Profiles for Data Distribution Shifts,” there! The real world is a constant source of ever-changing and non-stationary data. That ultimately... Read more

AI-Powered Algorithmic Trading with Python

Blogs from ODSC Speakers Europe 2022posted by ODSC Community May 31, 2022

Editor’s Note: The author is a speaker for ODSC Europe 2022 this June 15th and 16th. Be sure to check out his talk, “AI-Powered Algorithmic Trading with Python,” there on Wednesday, June 15th. Algorithmic Trading in financial markets used to be the domain of big institutional... Read more

Identifying Cross-Country Inflation Trends with an Autoencoder in TensorFlow

Blogs from ODSC Speakers Machine Learning Modeling Europe 2022 TensorFlowposted by ODSC Community May 31, 2022

Editor’s Note: Isaiah Hull is a speaker for ODSC Europe 2022 this June 15th-16th. Be sure to check out his talk, “Machine Learning for Economics and Finance in TensorFlow 2,” there! The consumer price index (CPI) measures the cost of a fixed basket of goods and... Read more

Utilizing Advanced Monitoring Capabilities to Promote Product-Oriented Data Science

Blogs from ODSC Speakers Modeling Europe 2022posted by ODSC Community May 31, 2022

Editor’s note: The authors are both speaking at ODSC Europe 2022 this June 15th-16th. Be sure to check out their talk, “Utilizing Advanced Monitoring Capabilities to Promote Product-oriented Data Science,” there! Data science straddles the boundary between research and product, in which the latest advances in... Read more

Portrait Depth API: Turning a Single Image into a 3D Photo with TensorFlow.js

Blogs from ODSC Speakers Deep Learning Modeling Europe 2022 TensorFlowposted by ODSC Community May 23, 2022

Editor’s note: This article was reposted from the TensorFlow Blog with permission. To learn more about Web ML, be sure to check out Jason Mayes’ session at ODSC Europe 2022 titled “Next Generation Web Apps: Create a Machine Learning Powered Smart Cam in the Browser with... Read more

5 Ways to Supercharge Your Data Communications

Blogs from ODSC Speakers Data Visualization Modeling Europe 2022posted by ODSC Community May 23, 2022

You only get the true value from your data insights if you can communicate them effectively to other people. Visualizing data for communication is not the same as visualizing as part of exploratory data analysis. When you first encounter a dataset, you will probably create a... Read more

Recurrent Neural Networks for Financial Time Series Prediction

Blogs from ODSC Speakers Deep Learning Modeling Europe 2022 Time Seriesposted by ODSC Community April 26, 2022

Editor’s note: Nicole Königstein is a speaker for ODSC Europe 2022. Be sure to check out her talk, Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment, there to learn more about financial time series prediction! The use of neural networks is relatively... Read more

Harnessing the World’s IoT Devices to Slash Carbon Emissions

Blogs from ODSC Speakers Modelingposted by ODSC Community April 6, 2022

Editor’s Note: Gavin is a speaker for ODSC East 2022. Be sure to check out his talk, “Timing IoT Devices to Slash Carbon Emissions at Scale,” there! The largest single driver of climate change is electricity use. So each time we flip on a light switch,... Read more