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Zerek

Data Science

600 000 ₸
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Available 4 Quotas

About course

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The Data Science course covers Python programming topics, important data science and analysis techniques, statistical analysis, and machine learning algorithms. It provides students with the skills needed to extract meaningful information from data and make informed decisions, ranging from understanding basic programming concepts to machine learning algorithms and data visualization techniques. Pre-requisites: the course 'Python programming language'

Special condition

No

Course details

level

For advanced

Study format

Online

Start

September

Entrance exams

No

Duration, in weeks

28

Duration in academic hours

84

Education language

Kazakh

Classes days_of_week

Mon-Fri

Teaching methodology

There are more practices than theories

Qualifications

Junior Data-Scientist

Classes format

Online lessons 3 times a week for 1 hour each

Skills


At the end of the course, you will master the following key skills:

methods of processing, sorting and filtering data, including processing missing data, collecting duplicates and converting data types using libraries such as Pandas, NumPy and SciPy;

using web scraping methods that allow you to get data from websites for analysis;

the ability to use appropriate visualization tools to effectively present information based on data;

the ability to use machine learning algorithms using Scikit-learn, including importing learning algorithms through the library

learning the functions for working with symbols and using them in practice;

the ability to choose the right machine learning algorithms depending on the task.

Study the practical significance of classification algorithms and practice them.

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