OzenVision
Data Analysis 2.0
600 000 ₸About course
More on OzenVisionПродвинутый курс "Data Analysis 2.0" представляет собой комплексную программу обучения, нацеленную на освоение углубленных принципов программирования на языке Python и сложных методов обработки, анализа и интерпретации данных. В рамках этого курса студенты получат возможность изучить принципы и техники машинного обучения, а также научатся применять их на практике для решения реальных задач анализа данных. По завершении обучения каждый участник курса сможет применять свои знания и навыки в практических задачах и проектах. Итоговый проект, который студенты будут реализовывать в конце курса, позволит им продемонстрировать все свои умения и компетенции в области анализа данных, а также представить свои результаты в форме готового и полноценного проекта.
Special condition
In accordance with the established terms and conditions of the training, in the event of discontinuation of the course, the student is obligated to pay a penalty in full, amounting to 100% of the total course tuition fee.
level
For advancedStudy format
HybridStart
SeptemberEntrance exams
NoDuration, in weeks
27Duration in academic hours
108Education language
RussianClasses days_of_week
Wednesday- sunday;Teaching methodology
50/50Qualifications
Middle Data AnalystClasses format
Online lessons via Google Meet - once a week for 2 academic hours; Offline lesson in the school classroom - once a week for 2 academic hours.;Skills
Mastering the fundamental principles of data analysis, including correlation and measures of variability.
Data visualization using libraries such as pandas, seaborn, and matplotlib.
Working with numerical data and performing vector operations using numpy.
Data processing, analysis, and visualization using Pandas.
Understanding the basics of machine learning models and their evaluation.
Application of the scikit-learn library for developing classification, clustering, and regression models.
Skills in working with relational databases, writing SQL queries, and development using Streamlit.
FAQ
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What is the Tech Orda program?
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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.
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Where will the selection of candidates for training take place?
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Acceptance and processing of applications will take place at the showcase of IT schools at astanahub.com portal.
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What are the requirements for candidates?
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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.
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How much does the training cost?
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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.
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How long does the quota training under the Tech Orda program last?
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The training will take place from 6 months or more, depending on the Course and the IT-school you plan to enroll in.
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How many IT schools participate in the program?
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The list of all IT schools is available on the showcase of IT schools at astanahub.com portal.
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How many applications can I submit?
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Candidates can only apply for 5 (five) Participants of the Program.
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How many scholarships/quotas can a candidate receive under the Program?
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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.
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Can a student who has completed a quota training under the Program in 2023 apply again?
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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).
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If I studied with a Program Participant in 2023 (IT schools/IT companies), but was on the waiting list, can I apply now?
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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.
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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?
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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.
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Should Candidates who have received a quota work out after training?
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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.
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Can I opt out of studying during the learning process? Is there a penalty if I don't complete the training?
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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.
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Can I study at the same time in an IT-company (EPAM) and an IT-school as part of the Program?
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No, within the framework of the Program, you can study at only one IT-school or IT-company.
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