Best of Statistics — May 2024

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   Article

   Hacker News·2y

   Reverse Proxy Server

   Zoraxy's reverse proxy server is simple to use and has features like redirection, GeoIP blacklist, GAN integration, web SSH, real-time statistics, scanner and utilities. It is an open-source project on Github.

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2. 2
   Article

   KDnuggets·2y

   5 Free Stanford AI Courses

   Learn about 5 free AI courses from Stanford University to kickstart your journey.

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3. 3
   Article

   Machine Learning Mastery·2y

   Beginning Data Science (7-day mini-course)

   This post provides a 7-day mini-course on beginning data science. It covers topics such as tools in data science, target audience, and the lessons covered in the course.

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4. 4
   Article

   Daily Dose of Data Science | Avi Chawla | Substack·2y

   Most Important Plots in Data Science

   The post discusses the most important plots in data science, including the KS Plot, SHAP Plot, ROC Curve, Precision-Recall Curve, QQ Plot, Cumulative Explained Variance Plot, Elbow Curve, Silhouette Curve, Gini-Impurity and Entropy, Bias-Variance Tradeoff, and Partial Dependency Plots.

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5. 5
   Article

   KDnuggets·2y

   Harvard’s Top Free Courses for Aspiring Data Scientists

   Harvard offers free courses for aspiring data scientists, including an introduction to programming with Python, probability from the ground up, introduction to data science with Python, and machine learning and AI with Python.

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   Article

   Daily Dose of Data Science | Avi Chawla | Substack·2y

   Probability vs. Likelihood

   Probability and likelihood convey different meanings in data science and statistics. Probability is used to determine the possibility/odds of an event while likelihood helps determine if the parameters in a model can be trusted based on observed data.

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