Mahdi MohseniMicrosoft Azure Certificates — Part 1: Azure Fundamental AZ-900My expertise is in machine learning and data analysis, and recently, I was offered a package of training programs covering several…Jul 10Jul 10
Mahdi MohseniFrom Exploration to Modeling: When ML Models Fail in Action — A Case StudyRecently, I was asked to explore a car insurance premium dataset and predict a “fair” premium for each policyholder. The task included…Jun 8Jun 8
Mahdi MohseniinGoPenAIServing and Deploying Machine Learning Models with BentoML: Germany Car Price Prediction Case StudyIn the previous post, I discussed MLflow and its capabilities for tracking machine learning (ML) experiments, and serving and…May 7May 7
Mahdi MohseniTracking Machine Learning Experiments with MLflow and Dockerizing Trained Models: Germany Car Price…MLflow is a comprehensive platform developed to streamline the end-to-end machine learning (ML) lifecycle. It offers several key…Apr 26Apr 26
Mahdi MohseniGermany’s Healthcare System: Is it as Efficient as Others?You may have heard about bureaucratic processes in Germany, but perhaps less about the inefficiency of the German healthcare system…Apr 17Apr 17
Mahdi MohseniMost Useful NumPy Functions for Data Analysis and Machine LearningNumPy is a library that allows efficient processing of large multi-dimensional arrays in Python. Without NumPy’s functionalities, Python…Apr 16Apr 16
Mahdi MohseniJEFP: A Corpus of Canonical and Non-Canonical Literary TextsCanonical fictional texts are considered to have high cultural value and are familiar to educated members of society, and are included in…Apr 11Apr 11
Mahdi MohseniText classification Using Pre-Trained Deep Neural Models for Image ClassificationVisualization of information eases perception and interpretation. However, when it comes to texts, which have a temporal dimension and…Mar 27Mar 27
Mahdi MohseniFractality and Long-Range Correlations: Case Studies and Insights from the Textual DomainFractality is a characteristic of a complex system in which self-similarity at different scales can be found. Fractality quantifies…Mar 18Mar 18
