Learn Statistics From Basic to Advance Techniques
Description
Statistics Course Description
This course provides a comprehensive introduction to statistics, covering fundamental concepts and techniques. Students will learn to collect, analyze, and interpret data to make informed decisions.
-
What are Statistics? Definition, importance, and application of statistics.
-
Types of Statistics: Descriptive and inferential Statistics.
-
Types of data: qualitative and quantitative data, level of measurement (Nominal, Ordinal, Interval, and Ratio).
-
v Ungrouped vs Grouped data: Differences and applications.
-
Measure of central tendency: Mean, median, Mode.
-
Measure of dispersion: Range, Variance, Standard Deviation, Mean Deviation
-
Introduction to probability: Basic concepts, Rules, and applications.
-
Introduction to Distribution: Normal distribution, Binomial distribution and Poisson distribution.
-
Introduction to sampling distribution: Concepts, importance, and applications.
-
Random variable, discrete and continuous random variables.
-
Hypothesis testing, Types of error, Types of hypotheses.
-
Experimental Design (ANOVA): Principles, types and applications.
-
Linear Regression and correlation coefficient: Simple linear Regression, correlation coefficient and interpretation.
Key Take away :
-
Under Statistical concepts and techniques
-
Collect, analyze, and interpret data.
-
Apply statistical methods to real-world problems.
-
Make informed decision based on data analysis,
Course Objectives:
-
Develop statistical literacy and critical thinking skills.
-
Apply statistical techniques to solve problems.
v Interpret and communicate statistical results effectively.
This course provides a solid foundation in statistics, preparing students for further study, enhanced researchers to understand the concepts of statistics as well as academician, for practical applications in various fields.
| Total Students | 124 |
|---|---|
| Duration | 5 hours |
| Language | English (US) |
| Original Price | |
| Sale Price | 0 |
| Number of lectures | 84 |
| Number of quizzes | 0 |
| Total Reviews | 1 |
| Global Rating | 5 |
| Instructor Name | Aina Matthew |
Course Insights (for Students)
Actionable, non-generic pointers before you enroll
Student Satisfaction
86% positive recent sentiment
Momentum
Steady interest
Time & Value
- Est. time: 5 hours
- Practical value: 8/10
Roadmap Fit
- Beginner → Beginner → Advanced
Key Takeaways for Learners
- Measurement
Course Review Summary
Signals distilled from the latest Udemy reviews
What learners praise
Clear explanations and helpful examples.
Watch-outs
No consistent issues reported.
Difficulty
Best suited for
New learners starting from zero
Reminder – Rate this 100% off Udemy Course on Udemy that you got for FREEE!!