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Statistics – online course
DURATION

21 hours

HOW OFTEN

Mon Wed Fri 18:00 - 21:00

START

March

FEE:

6000 UAH

## Statistics – online course

Probability and statistics are essential for people who work with Data, especially in Data Analysis and or Data Science. During this course you will be introduced to the basics, such as what is a random variable, probability of its occurrence and probability mass/density function. Next, more complex topics. You will be able to perform exploratory data analysis to draw insights from the raw data. In addition to this, you will understand the math behind A/B testing using statistical hypothesis testing framework, that will help with decision making.

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Curriculum Overview
• Intro to Probabilistic Thinking;
• Distributions of Random Variables;
• Main Characteristics of Distribution;
• Quantities of Information; Outliers in the Data;
• Approximation Results and Confidence Intervals;
• Significance Testing, Part 1: Inference for a Mean, Inference for a Proportion;
• Significance Testing, Part 2: Power of the Test, Effect Size;
• Extra Day for Q&A and More Practice.
This is exactly for you if you are:
• You are looking for a career change into Data Science/Analysis;
• You need to boost your stats knowledge and skills;
• You want to know how to run A/B tests;
• You are already working in a Data Science field and want to systematize your knowledge.
You will learn:
• What are the types of random variables and how they are distributed;
• How to use Bayesâ€™s rule to find the probability of event occurrence;
• How to calculate main characteristics of a distribution, such as mean, median and variance;
• How to detect outliers in the data and how to deal with them;
• What are confidence intervals and why do we need them;
• What is a p-value and effect size of the test;
• How to perform a null hypothesis significance testing.

# Statistics course at DEVrepublik

## FAQ

### Do I need to bring laptop to classes?

Yes, you need to bring your own laptop to classes so that to be able to work on it after the course.

### Is there an admission test?

Yes, there will be an admission test to measure each studentâ€™s background.

### What is the schedule of the classes?

We have 2 different schedules either 10-15 or 16-21. A more detailed schedule of the day can be found on the course page. Check the course to see which tie suites you most.

### Will I get employment after the course?

Our career counselors are ready to help each student find a good job, but it also depends on you. You need to work hard to be able to master a new profession within 3 months. In case if you participated in all the lectures and submitted all the practical assignments for 95-100 scores, and you will not get a job within 3 months after graduation, we are ready to reimburse you money.