PinnedUnderstanding Random Forest using Python (scikit-learn)A Random Forest is a powerful machine learning algorithm that can be used for classification and regression, is interpretable, and doesn’t…May 16May 16
PinnedPublished inTDS ArchiveUnderstanding 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 12, 2024A response icon2Feb 12, 2024A response icon2
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, 2023A response icon5May 25, 2023A response icon5
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, 2023A response icon1Jan 24, 2023A response icon1
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, 2023A response icon1Jan 18, 2023A response icon1
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, 2022A response icon1Apr 20, 2022A response icon1
