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TEST IT

7

Machine Learning Engineer

700 000 ₸
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Allocated 1 Quotas

About course

More on TEST IT

This course is designed for beginners and career changers transitioning into Data Science and Machine Learning. Based on the IBM Data Science Certificate, it covers data analysis, model development, and deployment. Students learn Python, NumPy, pandas, scikit-learn, PyTorch, SQL, and build from simple assignments to a final pet project on GitHub. The curriculum is 60% hands-on with real datasets and mini-projects. Taught by experts from Kaspi, Kcell, ForteBank, ARLAN BIOTECH.

Special condition

Guaranteed deposit - 100 000

Course details

level

For beginner

Study format

Online

Entrance exams

No

Duration, in weeks

26

Education language

Russian

Qualifications

Junior Machine Learning Engineer

Skills


Key Skills: - Confident use of Python for data analysis and ML model development - Working with NumPy, pandas, scikit-learn, PyTorch - Conducting EDA, data cleaning and visualization - Building and evaluating ML models: classification, regression, clustering - Using metrics (accuracy, precision, recall, F1) and avoiding overfitting - Creating neural networks with PyTorch - Writing SQL queries and extracting from databases - Completing mini-projects (Titanic, NLP, segmentation) - Deploying via Streamlit, publishing on GitHub - Preparing for real-world projects: documentation and presentation

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