PinnedMichael GalarnykinTowards Data ScienceUnderstanding Sampling With and Without Replacement (Python)Sampling with replacement can be defined as random sampling that allows sampling units to occur more than once. Sampling with replacement…8 min read·Jun 6, 2022----
Michael GalarnykinTowards AISynthetic Data for Machine LearningIt’s no secret that supervised machine learning models need to be trained on high-quality labeled datasets. However, collecting enough…·6 min read·Feb 12, 2024--2--2
Michael GalarnykFlow like a Pro: Boosting Optical Flow with PD Synthetic DataParallel Domain (PD) synthetic data improves performance on optical flow tasks by 18.5% by matching flow magnitudes.7 min read·Apr 18, 2023----
Michael GalarnykSynthetic Data Best Practices for Perception ApplicationsAuthors: Michael Galarnyk, Nate Cibik, Omar Maher, Phillip Thomas7 min read·Mar 24, 2023----
Michael GalarnykinTowards AI5 Reasons Why You Need Synthetic DataTo train a machine learning model, you need data. Data science tasks aren’t usually a Kaggle competition where you have a nice large…6 min read·May 25, 2023--4--4
Michael GalarnykSetup and use JupyterHub/Jupyter (TLJH) on AWS EC2A Jupyter Notebook is an open source application used throughout academia and industry. The interactive computing application consists of…8 min read·Jan 24, 2023--1--1
Michael GalarnykPredicting Customer Churn with a No Code Machine Learning ToolMy first AI Blueprints tutorial went over the types of recommendation systems and how to create a recommendation system using a Blueprint…5 min read·Jan 18, 2023--1--1
Michael GalarnykTwitter Sentiment Analysis with AI BlueprintsMy first AI Blueprints tutorial went over the types of recommendation systems and how to create a recommendation system using a Blueprint…6 min read·May 5, 2022----
Michael GalarnykHow to Create a Recommendation System with AI BlueprintsThere is a lack of expertise in creating and managing ML pipelines making it more difficult for organizations to become AI driven. In order…6 min read·Apr 20, 2022--1--1
Michael GalarnykinTowards Data ScienceHow to Access Data from the Twitter API using Tweepy (Python)The Twitter API allows you to do many things including retrieve tweet data. In order to access this data, you need a developer account…4 min read·Apr 15, 2022--3--3