DURATION
60 hours / 20 classes
HOW OFTEN
Mon Wed Fri 18:00 - 21:00
START
28 June
FEE:
12000 UAH
Math and Statistics for Data Science – online course
Machine learning is a technical science and, like any technical subject, uses a mathematical language to formulate ideas. A growing number of solutions are trying to automate the whole process of machine learning, but if a person does not understand the mathematical formalism underlying the algorithms, it is impossible to test and debug models that can lead to false conclusions.
In this course, students learn the concepts of linear algebra, probability theory, and statistics that are key to exploratory data analysis, as well as understanding and developing machine learning algorithms.
We offer employment support to our graduates.
Curriculum Overview
- Linear algebra;
- Differential calculus;
- Probability theory;
- Bayes theorem;
- Distributions of random variables;
- Null hypothesis significance testing;
- Outliers;
- Exploratory data analysis.
TOP skill you will learn:
- Foundations of linear algebra, calculus, probability theory, and statistics;
- How to read complex mathematical equations that underlie all machine learning algorithms;
- How to understand the mathematics behind machine learning algorithms;
- How to think abstractly.
This is exactly for you if you are:
- a person looking for a career change
- a graduate from universities looking for a job in Data Science
- a developer with a mathematical mindset who would like to get career growth
- a business owner who would like to utilize data analysis and implement data-driven and AI projects
- a Data Scientist practitioner who wants to systematize the knowledge and to master Deep Learning
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 student’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.