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BrainCode Academy Aktau

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Data Science

400 000 ₸
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Allocated 6 Quotas

The Data Science course is a 28-week program designed to build a strong foundation in programming, mathematics, and machine learning. Students progress from the basics of Python to working ML models: linear and logistic regression, decision trees, ensemblemethods (Random Forest, Gradient Boosting), clustering, NLP. Training is built on the 'learn — immediately apply' principle: Jupyter Notebooks, real datasets, projects on Scikit-learn and Pandas. The final result is a ready portfolio of ML projects on GitHub and the confidence to pursue the position of Junior Data Scientist.

Special condition

Student Selection Criteria: Stage 1: Questionnaire screening. Stage 2: Online interview (if necessary). Stage 3: Testing (if necessary) on mathematics and logical thinking. Special conditions: A refundable deposit of 50,000 ₸ is required for participation, fully refunded upon successful program completion.

Course details

level

For beginner

Study format

Online

Entrance exams

No

Duration, in weeks

28

Education language

Russian

Qualifications

junior

Skills


● Confident programming in Python: syntax, OOP, working with data ● Data analysis and visualization: pandas, numpy, matplotlib, seaborn ● Understanding the mathematics behind algorithms: linear algebra, statistics, probability theory ● Building and training ML models: regression, classification, clustering ● Working with ensemble methods: Random Forest, Gradient Boosting ● Feature engineering and pre-processing of data for ML models ● Evaluating model quality: metrics Classification and Regression ● Basic NLP skills: tokenization, TF-IDF, Sentiment Analysis ● A portfolio of ML projects on GitHub, ready to present at interviews ● SQL for Data Science: queries, JOINs, integration with Python

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