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

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

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

Complete Probability & Statistics for Data Science Course Details

  • Publisher:  Udemy
  • Instructor:  Abdul Ahad
  • Training level: Beginner to advanced
  • Training duration: 2 hours and 28 minutes
  • Number of lessons: 12

Course topics

Complete Probability & Statistics for Data Science

Complete Probability & Statistics for Data Science Course Prerequisites

  • Absolutely no experience is required. We will start from the basics and gradually build up your knowledge.
  • Eager to learn step by step

Course images

Complete Probability & Statistics for Data Science

Sample course video

Installation Guide

After Extract, view with your favorite player.

Subtitles: English

Quality: 720p

Download link

Download Part 1 – 1 GB

Download Part 2 – 647 MB

File(s) password: www.downloadly.ir

File size

1.6 GB