AI開発の基礎知識とまとめ（331～365）– AIプロジェクトの全体像を理解し、これまでの知識を総括します。 –

Recap and Today's Theme Hello! In the previous episode, we discussed the importance of documentation and how well-organized documentation can streamline project progress and facilitate quick problem-solving. Proper documentation ensures ...

Recap and Today's Theme Hello! In the last episode, we covered the basics of intellectual property rights, discussing how to protect your AI projects and ideas using copyrights and patents. We learned that understanding intellectual prop...

Recap and Today's Theme Hello! In the previous episode, we explored regulatory compliance and data protection, focusing on how to align with laws such as GDPR, CCPA, and Japan’s Personal Information Protection Law. These regulations are ...

Recap and Today's Theme Hello! In the last episode, we covered scalability, discussing how to design systems that can handle increasing loads effectively. By implementing strategies like vertical and horizontal scaling, microservices, an...

Recap and Today's Theme Hello! In the previous episode, we discussed scalability considerations, focusing on how to ensure that systems can grow and handle increasing loads through techniques like vertical and horizontal scaling, microse...

Recap and Today's Theme Hello! In the last episode, we discussed how to effectively utilize feedback loops to continuously improve products and services by incorporating user feedback. Properly managing feedback loops helps improve user ...

Recap and Today's Theme Hello! In the previous episode, we discussed log collection and analysis, explaining how logs can be used to monitor system performance and user behavior, ultimately improving service quality. By effectively lever...

Recap and Today's Theme Hello! In the previous episode, we discussed model monitoring, introducing methods for tracking the performance and behavior of AI models in production environments. Monitoring helps detect accuracy degradation or...

Recap and Today's Theme Hello! In the previous episode, we discussed Continuous Deployment (CD), a practice that automates the deployment of code changes to production environments. We learned how CD helps streamline the development proc...

Recap and Today's Theme Hello! In the previous episode, we discussed the basics of test methodologies, covering unit testing, integration testing, and system testing. Each type of testing ensures that the code is of high quality, prevent...

Recap and Today's Theme Hello! In the last episode, we discussed Continuous Integration (CI), a method that improves development efficiency and code quality by automating testing and building whenever code changes are integrated. CI allo...

Recap and Today's Theme Hello! In the previous episode, we discussed code quality management, emphasizing the importance of code reviews and automated testing to maintain high-quality code. We explored how these practices help catch bugs...

Recap and Today's Theme Hello! In the previous episode, we covered development process models, focusing on agile and waterfall methodologies. Understanding these models allows teams to choose the most suitable approach for their projects...

Recap and Today's Theme Hello! In the previous episode, we explored project management tools, including Jira and Trello, and how to manage tasks efficiently. We discussed how to choose the right tool to visualize progress and facilitate ...

Recap and Today's Theme Hello! In the previous episode, we discussed team development basics, focusing on the importance of role allocation and effective communication within AI project teams. Defining roles and maintaining proper inform...