PinnedSabrine BendimeradMy Blog PostsHello! Welcome. Here I organized my blog posts into categories. Connect with me via Twitter and/or Linkedin :)Mar 11Mar 11
Sabrine BendimeradinTowards Data ScienceUnleash the Power of Probability to Predict the Future of Your Business 🚀A Practical Guide to Applying Probability Concepts with Python in Real-World ContextsOct 212Oct 212
Sabrine BendimeradinCode Like A GirlUnlock the Math: The K-Means AlgorithmLet’s dive into the math of the most popular unsupervised algorithm.Oct 171Oct 171
Sabrine BendimeradinTowards Data ScienceHow to Perform A/B Testing with Hypothesis Testing in Python: A Comprehensive Guide 🚀A Step-by-Step Guide to Making Data-Driven Decisions with Practical Python ExamplesOct 131Oct 131
Sabrine BendimeradinTowards Data ScienceWhat You Need to Know Before Switching to a Data Science Career in 2024How the market has changed (and the roadmap I’d follow if I started my journey today)Oct 312Oct 312
Sabrine BendimeradinTowards Data ScienceModel Deployment with FastAPI, Azure, and DockerA Complete Guide to Serving a Machine Learning Model with FastAPISep 282Sep 282
Sabrine BendimeradinCode Like A GirlUnleash Linear Algebra’s Full Power for Data Science Success NowThe linear algebra you need to know for better data analysis.Sep 172Sep 172
Sabrine BendimeradinTowards Data ScienceModel Management with MLflow, Azure, and DockerA guide to tracking experiments and managing modelsSep 172Sep 172
Sabrine BendimeradinCode Like A GirlMLOps Fundamentals: A Beginner’s Guide to Docker ContainerizationBuilding Your First Container: A Key Step in Learning Docker Fundamentals for Data ScienceAug 284Aug 284
Sabrine BendimeradinCode Like A Girl10 Basic Statistics Concepts For Data AnalystsStatistics is essential in data science, laying the groundwork for meaningful analysis. It goes beyond basic charts to offer a detailed…Apr 236Apr 236