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BrainCode Academy Atyrau

Data Science (Atyrau)

600 000 ₸
Allocated 8 Quotas

In 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 tg. Refunded upon successful completion of the course.

Course details

level

For beginner

Study format

Online

Start

September

Entrance exams

No

Duration, in weeks

26

Duration in academic hours

78

Education language

Russian

Classes days_of_week

Tue-Sat

Teaching methodology

There are more practices than theories

Qualifications

Junior (Strong) Data Scientist

Classes 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.

▸ Evaluate and compare models based on various quality metrics.

▸ Apply model hyperparameter tuning and optimization techniques to achieve better results.

FAQ

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