outpeer.kz

Data Science

950 000 ₸

Submit application

Allocated 8 Quotas

About course

The Data Science course is designed for students who want to gain systematic knowledge and practical skills in data science and machine learning. The program covers the fundamentals of Python programming, working with key libraries for data analysis and visualization, mathematical foundations, statistics, and probability theory, as well as an introduction to machine learning and deep learning. The course is intended for participants with basic knowledge of programming and mathematics who wish to learn how to work effectively with data in practice — from processing to building and evaluating models. The combination of theoretical lessons and practical case studies provides a solid foundation for further development in the field of Data Science.

Special condition

Additional Payment. Upon successful admission to the course, participants are required to pay the remaining portion of the tuition fee before the start of training. The total cost of the 6-month course is 950,000 KZT. This amount is covered as follows: — 400,000 KZT is covered by the TechOrda grant, — 200,000 KZT is covered by the Outpeer school, — the remaining 350,000 KZT is paid by the student.

Course details

level

For beginner

Study format

Online

Start

June

Entrance exams

Duration, in weeks

Duration in academic hours

156

Education language

Russian

Classes days_of_week

Monday, Wednesday, Friday

Teaching methodology

There are more practices than theories

Qualifications

Machine Learning Engineer, Data Scientist, Data Analyst

Classes format

Lessons are conducted online 3 times a week for 2 hours each.

Skills

▸ Python programming: basic syntax, functions, and working with files ▸ Using data analysis libraries: NumPy and Pandas for data processing and transformation ▸ Data visualization with Matplotlib and Seaborn ▸ Mathematical foundations: linear algebra, probability theory, statistics, and calculus ▸ Data preparation and transformation: handling missing values, encoding categorical features, scaling ▸ Building and evaluating machine learning models: linear and logistic regression, classification and clustering methods ▸ Creating simple ML pipelines, understanding model training principles and avoiding overfitting ▸ Implementing data analysis and machine learning projects using real-world datasets

FAQ

What is the Tech Orda program?
- Tech Orda is a human capital development program in the field of IT. The program provides subsidized tunding for the training of IT specialists in private schools of the Republic of Kazakhstan.
Where will the selection of candidates for training take place?
- Acceptance and processing of applications will take place at the showcase of IT schools at astanahub.com portal.
What are the requirements for candidates?
- The basic requirements for candidates include citizenship of the Republic of Kazakhstan and the age limit from 18 to 45 years. Additional requirements depend on the IT-school / IT-company and the course you choose. It is mandatory to read all the conditions before applying for training.
How much does the training cost?
- The amount of financing is 500 000 tenge per person. If the tuition costs up to 500,000 tenge, the tuition fee is fully covered by the Program. If the cost exceeds 500,000 tenge, the remainder of the cost needs to be covered by the student himself.
How long does the quota training under the Tech Orda program last?
- The training will take place from 6 months or more, depending on the Course and the IT-school you plan to enroll in.
How many IT schools participate in the program?
- The list of all IT schools is available on the showcase of IT schools at astanahub.com portal.
How many applications can I submit?
- Candidates can only apply for 5 (five) Participants of the Program.
How many scholarships/quotas can a candidate receive under the Program?
- The candidate can only study 1 (one) once within the framework of the Program. There is one exception: A student can get training in 2 (two) Courses during the duration of the Program, only provided that one takes Courses that are pre- and post-prerequisites to each other from the same Participant of the Program (IT school/IT company). For example, if you first study for a Junior Web Developer at School X in 2023 and then apply for a Middle Web Developer at the same school X in 2024.
Can a student who has completed a quota training under the Program in 2023-2024 apply again?
- A student can get training in 2 (two) Courses during the duration of the Program, only provided that one takes Courses that are pre- and post-prerequisites to each other from the same Participant of the Program (IT school/IT company).
If I studied with a Program Participant in 2023 (IT schools/IT companies), but was on the waiting list, can I apply now?
- Yes, you can. However, we recommend that you contact the Program Participant (where you have completed education) to confirm your status on the waiting list within the Program.
Is there an opportunity for a student to transfer from one IT school to another, which is also a Participant of the Tech Orda program?
- As soon as the candidate confirms his choice to apply for a grant at a certain IT-school, there is no possibility to transfer to another school. Therefore, we strongly recommend that you consider all available options before making a decision on accepting/rejecting a grant within the framework of the Program.
Should Candidates who have received a quota work out after training?
- No, such counter obligations are not provided for by Astana Hub. Other conditions may be regulated in the contract between the IT-school and the student.
Can I opt out of studying during the learning process? Is there a penalty if I don't complete the training?
- The conditions depend on the specific IT school/IT company you choose. In the school card on the showcaseof IT-schools at astanahub.com portal, there is a special 'Special conditions' section where this information can be indicated. Also, we recommend that you contact the IT school directly and find out about all the terms of the contract.
Can I study at the same time in an IT-company (EPAM) and an IT-school as part of the Program?
- No, within the framework of the Program, you can study at only one IT-school or IT-company.