Level: Undergraduate Study — Author: Writix
Level: Undergraduate Study • Duration: 10 hours
Author: Writix
This course provides a comprehensive introduction to statistics, focusing on essential concepts relevant for data science. Participants will master hypothesis testing for proportions and means, alongside categorical data analysis. The course includes 10 hours of engaging video lectures using innovative lightboard technology, supplemented by lecture notes, quizzes, and assignments to reinforce learning. Topics cover basic probability, normal distribution, Type I errors, confidence intervals, and chi-square tests, culminating in an introduction to correlation and simple linear regression. It is designed for self-learners, students, and professionals seeking to solidify their statistics knowledge.
Duration: 10 hours
XP Points: 350
Participants: 0
- Self-learners aiming for a solid college-level foundation in statistics. - College and high school students needing supplementary high-quality resources. - Data science professionals looking to refresh or expand their statistics knowledge. - Anyone interested in understanding key statistical concepts like p-values and confidence intervals. - Students enrolled in introductory statistics courses seeking detailed explanations.