Samuel TheophilusPost-deployment data science: Monitoring ML Models for performance driftIn this article, you will learn how Silent model failures affect businesses & why it is important to support model monitoring in…Feb 10, 2023Feb 10, 2023
Samuel TheophilusinArtificial Intelligence in Plain EnglishFine-Tuning Your Machine Learning Models: The Key to Improved PerformanceIn this article, we explore the fundamentals of hyperparameter tuning, dive into the single vs multiple objective optimization techniques…Jan 11, 20232Jan 11, 20232
Samuel TheophilusWhat is Edge AI?It is no surprise that latency and full outage in Networks has become core concerns for Data Scientists and Organizations that actively use…Feb 17, 2022Feb 17, 2022
Samuel TheophilusinCodeXProduct recommendation using Market Basket Analysis: A practical guideInsights from McKinsey & Company in 2018 showed that 35% of what consumers purchase on Amazon and 75% of what they watch on Netflix come…Nov 29, 20211Nov 29, 20211
Samuel TheophilusinAnalytics VidhyaRoboflow: Converting Annotations for Object DetectionObject Detection is a growing area in the field of machine learning and has received attention in recent times. It is a computer vision…Sep 3, 2021Sep 3, 2021
Samuel TheophilusinGeek CultureNLP: Building a Basic “Automated Text Filler”- An IntroductionAn Automated Text Filler is a very popular natural language processing app used by smartphone keyboards and companies such as Grammarly &…Aug 31, 2021Aug 31, 2021
Samuel TheophilusinAnalytics VidhyaClustering Problem: Solving employee relocation problem using Foursquare APIA Company’s best resource is the people who bring creativity, productivity, and ultimately profitability to a company- Its Employees. For…Jul 5, 2021Jul 5, 2021
Samuel TheophilusinGeek CultureAn introduction: Version Control for Data Science projects with DAGsHubPlatforms like GitHub have been tools for version controlling software projects. However, Machine learning projects are faced with new…Jun 21, 2021Jun 21, 2021
Samuel TheophilusSetup and Integrate Colab + Google Drive for your Data Science ProjectI recently worked on a data science project that required handling very large datasets and processor power. I wanted a private cloud…Apr 30, 20211Apr 30, 20211
