--- title: "Hypothesis Testing Simplified." url: https://daily.dev/posts/hypothesis-testing-simplified--erx1sllx4 source_url: https://towardsai.net/p/machine-learning/hypothesis-testing-simplified type: article source: "Towards AI" published: 2024-05-09T10:54:44.549Z updated: 2024-05-09T10:54:43.958Z tags: ["python", "data-analysis", "statistics"] reading_time: 8 upvotes: 1 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Hypothesis Testing Simplified. **[Towards AI](https://daily.dev/sources/tai)** · 8 min read · 1 upvotes · 0 comments ## Summary The post explains the concept of hypothesis testing and how to perform an independent sample t-test using Python and Scipy. It discusses the null and alternate hypotheses, significance levels, and critical values. The example case involves testing the claim that a score of 98 is significantly higher than the average score. The results are interpreted based on the chosen significance level. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 0 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments --- Tags: [#python](https://daily.dev/tags/python), [#data-analysis](https://daily.dev/tags/data-analysis), [#statistics](https://daily.dev/tags/statistics) [View this post on daily.dev](https://daily.dev/posts/hypothesis-testing-simplified--erx1sllx4)