Statistics for Business Analytics and Data Science A-Z™
This Udemy course is a comprehensive and well-structured introduction to Statistics for Business Analytics and Data Science A-Z™ The instructor, Kirill Eremenko, SuperDataScience Team and Ligency Team is a leading expert in the field with a wealth of experience in Business Analytics to share. in this udemy free courses you will Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!
Table of contents
What you’ll learn
- Understand what a Normal Distribution is
- Understand standard deviations
- Explain the difference between continuous and discrete variables
- Understand what a sampling distribution is
- Understand the Central Limit Theorem
- Apply the Central Limit Theorem in practice
- Apply Hypothesis Testing for Means
- Apply Hypothesis Testing for Proportions
- Use the Z-Score and Z-Tables
- Use the t-Score and t-Tables
- Understand the difference between a normal distribution and a t-distribution
- Understand and apply statistical significance
- Create confidence intervals
- Understand the potential pitfalls of overusing p-Values
Statistics for Business Analytics and Data Science A-Z™ Course
If you are aiming for a career as a Data Scientist or Business Analyst, then brushing up on your statistics skills is something you need to do. But it’s just hard to get started. Learning / re-learning ALL of stats just seems like a daunting task. That’s exactly why I have created this Statistics for Business Analytics and Data Science A-Z™ Course!
Here you will quickly get the absolutely essential stats knowledge for a Data Scientist or Analyst. This is not just another boring course on stats. This Statistics for Business Analytics and Data Science A-Z™ Course is very practical. I have specifically included real-world examples of business challenges to show you how you could apply this knowledge to boost YOUR career. At the same time, you will master topics such as distributions, the z-test, the Central Limit Theorem, hypothesis testing, confidence intervals, statistical significance and many more!
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Who this course is for:
- Anybody who wants to master stats for business analytics
- Anybody who wants to learn stats from the ground up
- Anybody who wants to get hands-on experience with stats
FAQ (Frequently Asked Questions) about this course
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Statistics for Business Analytics and Data Science A-Z™ course includes a variety of resources, such as: Video lectures, Coding exercises and quizzes, Downloadable code files and project templates, PDF guides and notes
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