独学者のための統計学基礎講座 「重要14項目」

「統計学の勉強を独学で始めたけど、参考書だけでは理解できない」…講師自身が独学で学んだからこそ分かる、誰もが理解に苦しむ14項目をピンポイントで解説します!
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独学者のための統計学基礎講座 「重要14項目」
6 448
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4 hours
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Aug 2022
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$29.99
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Why take this course?

🎓 「独学者のための統計学基礎講座 「重要14項目」」

コース概要

课程类型: 1レクチャー完成型の講義

Statistics can be daunting, especially when you're trying to master them on your own. That's where our course, "Statistical Foundations for Self-Studiers: Essential 14 Steps," comes in. 课程指导师 川口 雄也,通过自身的独学经验,将帮助你解析统计学中最难理解的概念。

課程内容

  • 平均・分散・標準偏差・共分散・相関係数 - Understanding the basics of average, variance, and standard deviation.
  • ローレンツ曲線・ジニ係数 - Exploring the Lorenz curve and the Jensen-Shannon divergence.
  • 歪度・尖度 - Learning about skewness and kurtosis to analyze your data's distribution.
  • 標準化 - Mastering the art of standardizing data for a clearer perspective.
  • 標本抽出法(多段抽出法・系統抽出法・クラスター抽出法・層化抽出法) - Discover different sampling methods to ensure your sample is representative.
  • フィッシャーの3原則 - Diving into Fisher's Three Principles and their importance in statistical analysis.
  • ベイズの定理 - Understanding Bayes' Theorem and how it's used to update probabilities.
  • 離散型確率分布(ベルヌーイ分布・二項分布・ポアソン分布・幾何分布) - A deep dive into discrete probability distributions and their applications.
  • 確率密度関数・累積分布関数 - Explaining the Probability Density Function (PDF) and Cumulative Distribution Function (CDF) in detail.
  • 確率変数の計算(公式まとめ) - A compilation of formulas for calculating probability variables.
  • 確率変数の計算(共分散の式の証明) - Proving the formula for covariance and understanding its significance.
  • 回帰分析出力結果の見方 - Learning how to interpret the output of regression analysis.
  • 一元配置分散分析 - Understanding one-way ANOVA and its role in comparing means.
  • コレログラム(自己相関係数) - Exploring Correlation Analysis and its implications for data relationships.
  • 独立性の検定 - Testing for independence between variables to validate your findings.

講座特徴

  • 手書きのホワイトボードで解説 - A visual and engaging learning experience with detailed, handwritten explanations on whiteboards.
  • 板書のキャプチャを参考資料として用意しています - All whiteboard captures are provided as reference materials for your convenience.
  • 学習効率が上がる - By taking notes during the lecture, you can enhance your understanding and retention of the material.

対象受講者

This course is designed for:

  • 大学生や社会人 who wish to study statistics independently.
  • Those who want to understand complex formulas and intermediary expressions simply.
  • 注意: この講座では以下の内容を取り扱っておりません。
    • プログラミングなどの実践的な内容を学びたい方
    • エクセルなどを用いたデータ分析をしたい方
    • ビッグデータなどの解析をしたい方

If you fall into any of the above categories, please consider that these specific topics will not be covered in this course. 📚

Join us on this journey to master the fundamental concepts of statistics with clarity and confidence! Let's decode the "rebellious 14 items" together, especially those that seem to cause the most confusion and frustration. Sign up now and transform your understanding of statistics!

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3954606
udemy ID
02/04/2021
course created date
30/05/2021
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独学者のための統計学基礎講座 「重要14項目」 - | Comidoc