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BrainCode Academy Atyrau

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Machine Learning & Artificial Intelligence

400 000 ₸
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Allocated 14 Quotas

The Machine Learning & Artificial Intelligence course is a practical program for those who want to master modern AI technologies and learn to create real AI solutions. Students will progress from basic data analysis and Machine Learning to developing chatbots, AI agents, and automated business systems. The program uses current industry tools: SQL, neural networks, GPT API, Microsoft Copilot Studio, N8N, and Prompt Engineering. Learning is built around practice and real-world cases so that skills can be immediately applied at work. The course outcome is a personal AI project for the portfolio demonstrating the ability to solve applied business problems with AI. The program suits both beginners and those who want to strengthen their expertise and stay in demand in the rapidly evolving AI field. Graduates receive the Junior AI&ML Engineer qualification.

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

26

Education language

Russian

Qualifications

junior

Skills


● Data analysis and visualization (pandas, matplotlib, seaborn, plotly) ● Working with SQL: complex queries, window functions, Python integration ● Building and training classical ML models ● Feature engineering and data preprocessing ● Working with ensemble algorithms (XGBoost, LightGBM) ● Basic Deep Learning skills (Keras, PyTorch) ● Model quality evaluation and interpretation (metrics, SHAP, LIME) ● Prompt engineering: writing effective prompts, chain-of-thought, few-shot ● Building chatbots via GPT API: context management, memory, integration ● Developing AI agents in Microsoft Copilot Studio ● Automating AI workflows in N8N ● Working with Git and Jupyter

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