BrainCode Academy Aktau
Data Science (Aktau)
600 000 ₸About course
More on BrainCode Academy АктауIn this course, we will dive into the world of Data Science, learning the basic principles and techniques of machine learning, including both supervised and unsupervised learning. Particular attention will be paid to machine learning algorithms, including linear and logistic regression, decision trees, random forests, and support vector machines. We will also learn how to work effectively with data: cleaning, normalizing and analyzing it. An important part of the course will be practical work with breaking data into training, test and validation sets for testing and validating models.. The course is designed for those who want to deepen their knowledge in the field of machine learning and data science, and assumes basic knowledge in programming and statistics.
Special condition
Guarantee fee in the amount of 20,000 tenge. Refunded upon successful completion of the course.
level
For beginnerStudy format
OnlineStart
SeptemberEntrance exams
NoDuration, in weeks
26Duration in academic hours
78Education language
RussianClasses days_of_week
Tue-SatTeaching methodology
There are more practices than theoriesQualifications
Junior (Strong) Data ScientistClasses format
Lessons are conducted online 2 times a week for 1.5 hours each.Skills
Upon completion of the course, students will acquire skills and knowledge that will allow them to: ▸ Understand the basic concepts of machine learning and its application in various fields.
▸ Work with data, including loading, preprocessing, cleaning and transforming data.
▸ Select and prepare features for building machine learning models.
▸ Divide data into training, validation and test sets and apply appropriate strategies.
▸ Train models using various machine learning algorithms.
▸ Evaluate and compare models based on various quality metrics.
▸ Apply model hyperparameter tuning and optimization techniques to achieve better results.
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 600 000 tenge per person. If the tuition costs up to 600,000 tenge, the tuition fee is fully covered by the Program. If the cost exceeds 600,000 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 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.
-
Similar courses
Other courses from BrainCode Academy Актау