Enroll Course: https://www.udemy.com/course/7gpt-llm/
In the ever-evolving field of natural language processing, understanding the underlying technologies is crucial for anyone looking to make a mark. The course ‘７ステップで作る日本語GPTスクラッチ開発ハンズオン’ on Udemy offers an exciting opportunity to dive deep into the world of GPT development specifically tailored for the Japanese language.
**Course Overview**
Launched with the latest updates, this course now includes hands-on sessions using Google Colab to execute the code of Google’s Gemma locally. The course discusses innovative architectures for pre-training models using attention mechanisms, addressing the scarcity of talent in Japan capable of implementing Transformer-based models from scratch. It emphasizes the importance of mastering these technologies to contribute to the competitive landscape of LLMs (Large Language Models).
**What You’ll Learn**
The course is structured into seven comprehensive steps, each designed to build your understanding progressively:
1. **Setting Up Google Colaboratory** – Get started without worrying about complex environment setups.
2. **Web Scraping with BeautifulSoup** – Learn to handle real text data by scraping Natsume Sōseki’s ‘I Am a Cat’ from Aozora Bunko.
3. **Natural Language Processing Basics** – Master regular expressions, morphological analysis, and data preparation techniques.
4. **Implementing a Bigram Language Model** – Understand the fundamentals of language modeling through the Bigram approach.
5. **Mathematics Behind Attention Mechanisms** – Dive into matrix calculations and the magic of attention.
6. **Implementing Self-Attention** – Grasp how token relationships are captured in Transformer models.
7. **Building and Training Your GPT Model** – Combine all learned concepts to create and train your own GPT model.
Additionally, the course includes bonus hands-on sessions with advanced models and how to utilize OpenAI’s API for RAG (Retrieval Augmentation Generation) systems.
**Who is This Course For?**
Whether you are a programming novice or a seasoned developer, this course is structured to cater to all levels. The hands-on approach with Google Colab makes it easier for learners to engage without the barriers of complex setup.
**Final Thoughts**
If you’re looking to delve into the exciting realm of Transformer models and natural language processing, I highly recommend checking out ‘７ステップで作る日本語GPTスクラッチ開発ハンズオン’ on Udemy. This course not only equips you with the necessary skills but also inspires you to contribute to the technological advancements in the Japanese language space.
Join now, and unlock the potential of GPT development!
Enroll Course: https://www.udemy.com/course/7gpt-llm/