PinnedPublished inTowards 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…Jun 6, 2022Jun 6, 2022
Published inTowards 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…Feb 122Feb 122
Flow 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.Apr 18, 2023Apr 18, 2023
Synthetic Data Best Practices for Perception ApplicationsAuthors: Michael Galarnyk, Nate Cibik, Omar Maher, Phillip ThomasMar 24, 2023Mar 24, 2023
Published inTowards 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…May 25, 20234May 25, 20234
Setup 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…Jan 24, 20231Jan 24, 20231
Predicting 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…Jan 18, 20231Jan 18, 20231
Twitter 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…May 5, 2022May 5, 2022
How 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…Apr 20, 20221Apr 20, 20221
Published inTowards 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…Apr 15, 20223Apr 15, 20223
