Random Forest on GPUs: 2000x Faster than Apache Spark
If you prefer to watch a video demo, click here. Random forest is a machine learning algorithm trusted by many data scientists for its robustness, accuracy, and scalability. The
The Future of Computer Vision with AI Pioneer Senseye
Senseye is at the cutting-edge of neuroscience and computer vision. Their technology turns high definition, high frame-rate video footage into actionable intelligence about internal cognitive and behavioral processes accessible by businesses,
Supercharging Hyperparameter Tuning with Dask
TL;DR: Dask improves scikit-learn parameter search speed by over 100x, and Spark by over 40x. Hyperparameter tuning is a crucial, and often painful, part of building machine learning models. Squeezing
Practical Issues Setting up Kubernetes for Data Science on AWS
Kubernetes provides a ton of useful primitives in setting up your own infrastructure. However, the standard way of provisioning Kubernetes isn’t set up very well for data science workflows. This
Snowflake and Dask
Snowflake is the most popular data warehouse among our Saturn users. This article will cover efficient ways to load Snowflake data into Dask so you can do non-sql operations (think
Setting Up Your Data Science & Machine Learning Capability in Python
Why Python? Python is the clear winning programming language in data science & machine learning (DSML). With its rich and dynamic open source software ecosystem, Python stands unmatched in how adoptable,
Covid-19 Vulnerability Mapping Using Machine Learning
Can areas vulnerable to COVID19 be measured and mapped? Can we infer important COVID-19 public health risk factors from outdated data? In many countries, census and other survey data may
Machine Learning Workflow with Dask_ml: Breast Cancer Prediction
Overview of AI in Healthcare Artificial Intelligence(AI) is transforming various industries in the world and the healthcare industry has swiftly been infiltrated with various applications. AI over the years has
Machine Learning Application in the Petrophysics Industry: Sonic Log Synthesis Prediction
What does Petrophysics mean? Petrophysics is the study of the properties of rock and a brief description of the interactions of liquids. It is mainly used in the Oil and
