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In this video, we carry out WEEK 10 of Calculus & Statistical Distributions (CSD) of BIT Smart Learning Series where we give an introduction to statistical inference. This video is prepared for BIT students and statistics beginners who want to grasp basic concepts of statistics with simple Sinhala + English explanations.
Learning objectives of this lesson:
After watching this video, you will be able to understand:
• What is statistical inference and how is it important?
• Concepts of population and the fundamentals of inference.
• Estimations and Confidence Intervals
• Hypothesis testing and decisions.
• Introduction to regression analysis.
• Real-life applications of statistical inference in IT systems
Benefits of this lesson:
• Good knowledge about statistical inference.
• Basic idea about estimations and hypothesis tests.
• Data interpretation skills.
• Examinations preparation.
This lesson is applicable to students who study statistics, mathematics, computer science, and IT-related degrees.
Watch the entire playlist: BIT Smart Learning Series to follow the learning process and score well in your BIT examinations.
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