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DataGroup

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AI Engineering: Python, ML, Deep Learning, PyTorch, NLP, LLM

600 000 ₸
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Allocated 6 Quotas

About course

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AI Engineering: Python, Machine Learning, Deep Neural Networks, and LLMs - a course designed for those who want to master the core technologies for building and implementing intelligent systems. The program covers all key stages: from the basics of Python and building classical machine learning models to the development and application of deep learning neural networks, natural language processing (NLP), and working with large language models (LLMs). Each module concludes with a hands-on project where participants develop solutions closely aligned with real-world business challenges, including text generation, classification, recommendation systems, and automation using AI.

Special condition

No

Course details

level

For all

Study format

Online

Start

September

Entrance exams

No

Duration, in weeks

26

Duration in academic hours

174

Education language

Russian

Classes days_of_week

Mn-Fr

Teaching methodology

There are more practices than theories

Qualifications

Junior AI Engineer

Classes format

Lessons are held online twice a week for 2 hours each + one hour of online mentoring sessions once a week.

Skills


Core Skills: - Developing and training machine learning and deep learning models from scratch - Designing and implementing neural network architectures using PyTorch - Working with LLMs (Large Language Models) and integrating generative AI into products - Solving natural language processing (NLP) tasks: classification, text generation, meaning extraction - Optimizing and deploying AI models to production, automating AI pipelines

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