Udemy – Complete Probability & Statistics for Data Science 2025-1

Udemy – Complete Probability & Statistics for Data Science 2025-1 Downloadly IRSpace

Aug 16, 2025 - 07:31 Updated: Aug 17, 2025 - 20:08

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Udemy – Complete Probability & Statistics for Data Science 2025-1

Complete Probability & Statistics for Data Science. This course is designed to train participants from introductory to advanced levels in statistics and probability for data science applications. With a practical approach, this course is suitable for those who want to use statistics in data analysis, business decision-making, or other fields. The curriculum includes structured sections such as descriptive statistics (mean, median, mode, range), data distributions (variance, standard deviation, normal distribution), outlier detection (IQR and Z-score methods), probability fundamentals (conditional probability, Bayes’ theorem), and hypothesis testing (significance levels, p-values). By combining theoretical training and practical problem solving, this course helps learners acquire the skills necessary for data analysis and learn complex concepts step by step.

What you will learn

Descriptive statistics
Probability theory
Outlier detection
IQR and Z-score methods
Hypothesis testing
Normal/Gaussian distribution

This course is suitable for people who:

Aspiring data scientists: People looking to build or strengthen their statistical foundation.
Professionals making the career change to data science: People looking to enter data science roles.
Students and enthusiasts: People who want to understand the mathematics behind the models.
People who want to learn the basics of probability.