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Advanced Level10 Gün

Comprehensive Natural Language Processing (NLP) and Language Models Training

Discover AI techniques that enable computers to understand and generate human language. Design end-to-end text analysis, sentiment analysis, chatbots, and modern LLM (Transformer) architectures using Python.

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About This Course

Natural Language Processing (NLP) is a subfield of artificial intelligence techniques developed to enable computers to understand, interpret, and generate human language. NLP is used in many areas such as text analysis, sentiment analysis, translation, text classification, and chatbot development. Python is one of the most preferred languages ​​for developing NLP applications due to its extensive library support and powerful tools. This training aims to teach processes such as text preprocessing, feature engineering, model training, and evaluation using Python, starting from the basic concepts of NLP.

Learning Outcomes

Course Curriculum

Definition and Evolution of NLP

  • Intersection of linguistics ⇄ computer science
  • Limits of the rule-based era (1950-90)
  • Statistical boom (Brown Corpus → n-gram)
  • Deep learning & Transformer revolution

NLP in Daily Life

  • Smart keyboards and auto-captions
  • Spam filters and e-commerce search

Language Levels & Analysis Layers

  • Phonology and Morphology
  • Syntax and Phrase Analysis
  • Semantic Analysis
  • Pragmatic & discourse analysis

NLP–AI–ML Relationship

  • NLP ⊂ ML · ML ⊂ AI
  • Symbolic vs probabilistic vs neural NLP

Research Trends (2025 and beyond)

  • Multimodal LLMs
  • Retrieval-Augmented Generation (RAG)
  • Tool-Augmented LLMs and Agentic NLP
  • Data responsibility & sustainable AI

Instructor

Şükrü Yusuf Kaya

Şükrü Yusuf Kaya

AI Consultant & Instructor

Şükrü Yusuf KAYA is an internationally experienced AI Consultant and Technology Strategist leading the integration of artificial intelligence technologies into the global business landscape. With operations spanning 6 different countries, he bridges the gap between the theoretical boundaries of technology and practical business needs, overseeing end-to-end AI projects in data-critical sectors such as banking, e-commerce, retail, and logistics. Deepening his technical expertise particularly in Generative AI and Large Language Models (LLMs), KAYA ensures that organizations build architectures that shape the future rather than relying on short-term solutions. His visionary approach to transforming complex algorithms and advanced systems into tangible business value aligned with corporate growth targets has positioned him as a sought-after solution partner in the industry. Distinguished by his role as an instructor alongside his consulting and project management career, Şükrü Yusuf KAYA is driven by the motto of "Making AI accessible and applicable for everyone." Through comprehensive training programs designed for a wide spectrum of professionals—from technical teams to C-level executives—he prioritizes increasing organizational AI literacy and establishing a sustainable culture of technological transformation.

Frequently Asked Questions

Comprehensive NLP (Natural Language Processing) and LLM Training with Python | Şükrü Yusuf KAYA