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 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 28Aug 28
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 235Apr 235
Sabrine BendimeradinCode Like A GirlDemystifying Confidence Intervals: A Practical Guide· Introduction · What is a Confidence Interval? · The foundation: The Central Limit Theorem (CLT) ∘ Example: The Central Limit Theorem in…Mar 181Mar 181
Sabrine BendimeradinCode Like A GirlMachine Learning from Scratch: Understanding the DBSCAN AlgorithmA step-by-step algorithmic understanding of the DBSCAN with Python implementationMar 11Mar 11
Sabrine BendimeradinCode Like A Girl8 Projects to Skyrocket Your Data Science PortfolioDive into practical, hands-on projects to build foundational skills and showcase your analytical prowess.Mar 5Mar 5
Sabrine BendimeradinStackademicML from scratch : Understanding the k-means AlgorithmA step by step mathematical and algorithmic understanding of the kmeans algorithmFeb 25Feb 25
Sabrine BendimeradinStackademicML from scratch : Understanding Linear, Ridge, and Lasso RegressionsA step by step mathematical understanding of Linear, Ridge and Lasso regressions.Feb 20Feb 20
Sabrine BendimeradinStackademicML from scratch : Understanding of the AdaBoost AlgorithmA step by step mathematical and algorithmic decryption of the AdaBoostFeb 20Feb 20
Sabrine BendimeradDriving Data Projects Success: Key Questions to Ask Your StakeholdersIn today’s data-driven world, as a data scientist or someone involved in data project management, meeting stakeholders for the first time…Jul 17, 2023Jul 17, 2023