Udemy - Data Science for Strategic Advantage Session 2

Data Science for Strategic Advantage Session 2

https://WebToolTip.com

Published 7/2026
Created by Yukio (幸夫) Sonoda (園田)
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English | Duration: 14 Lectures ( 2h 26m ) | Size: 1.4 GB

Deep Understanding of Hypothesis Testing and Risk Management with p-values (Part Ⅰ)

What you'll learn
⚡ Learn data science methods, from classical statistics to deep learning, to analyze real-world phenomena and apply principles to practical problem-solving.
⚡ This course focuses on hypothesis testing, a widely misunderstood method. We will clearly unravel its logic and risk management to prevent common misuses.
⚡ You will learn to apply both parametric and nonparametric tests, as real-world data often does not follow the normal distribution assumed in basic courses.
⚡ We use JASP, a free statistical software from the University of Amsterdam. It supports diverse tests, helping you build practical analysis skills.
⚡ Part 1 covers hypothesis testing logic, risk management, and one-sample tests . Part 2 covers two-sample tests, ANOVA, and contingency table tests.

Requirements
❗ High school math is sufficient but not required. We emphasize intuitive understanding and practical interpretation using graphs and visual illustrations.