All of us will encounter statistical problems in our lives since it is the science of collecting, analyzing, and making deductions from the data available. Learning the basics of statistics will enhance our analytical skills to help us decide objectively.
This [course_title] will focus on the theoretical foundations of statistical methods which are useful for real-life applications. This will make you appreciate the role of statistics in our lives.
Assessment
This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification
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Having an Official Edukite Certification is a great way to celebrate and share your success. You can:
- Add the certificate to your CV or resume and brighten up your career
- Show it to prove your success
Course Credit: MIT
Course Curriculum
| Module: 01 | |||
| Introduction to Statistics | 01:18:00 | ||
| Introduction to Statistics (cont.) | 01:17:00 | ||
| Parametric Inference | 01:23:00 | ||
| Parametric Inference (cont.) and Maximum Likelihood Estimation | 01:18:00 | ||
| Maximum Likelihood Estimation (cont.) | 01:17:00 | ||
| Module: 02 | |||
| Maximum Likelihood Estimation (cont.) and the Method of Moments | 01:19:00 | ||
| Parametric Hypothesis Testing | 01:19:00 | ||
| Parametric Hypothesis Testing (cont.) | 01:19:00 | ||
| Parametric Hypothesis Testing (cont.) ii | 01:22:00 | ||
| Module: 03 | |||
| Parametric Hypothesis Testing (cont.) and Testing Goodness of Fit | 01:23:00 | ||
| Testing Goodness of Fit (cont.) | 01:21:00 | ||
| Regression | 01:16:00 | ||
| Regression (cont.) | 01:14:00 | ||
| Regression (cont.) II | 01:16:00 | ||
| Module: 04 | |||
| Bayesian Statistics | 01:20:00 | ||
| Bayesian Statistics (cont.) | 01:03:00 | ||
| Principal Component Analysis | 01:17:00 | ||
| Principal Component Analysis (cont.) | 01:17:00 | ||
| Module: 05 | |||
| Generalized Linear Models | 01:15:00 | ||
| Generalized Linear Models (cont.) | 01:18:00 | ||
| Generalized Linear Models (cont.) ii | 01:19:00 | ||
| Generalized Linear Models (cont.) iii | 00:55:00 | ||
| Assessment | |||
| Submit Your Assignment | 00:00:00 | ||
| Certification | 00:00:00 | ||
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