AI開発の実践入門（211～240）– 実際にAIモデルを構築・実装するための基本的なプログラミング知識を学びます。 –

Recap and Today's Theme Hello! In the previous episode, we explored building and evaluating basic machine learning models using Python’s Scikit-learn library. By learning the steps of data splitting, model training, and evaluation, you s...

Recap and Today's Theme Hello! In the previous episode, we explored the basics of data visualization using Python's Matplotlib library. We learned how to create various graphs, such as line plots, bar charts, and scatter plots, to visual...

Recap and Today's Theme Hello! In the previous episode, we discussed how to create beautiful and advanced graphs using the data visualization library Seaborn. By leveraging Seaborn, it’s easier to visually grasp data distributions and co...

Recap and Today's Theme Hello! In the previous episode, we explained how to read and save various data formats using Pandas. By learning efficient data input and output methods, you are now better equipped for data analysis and AI develo...

Recap and Today's Theme Hello! In the previous episode, we explored the basics of NumPy, a library for high-speed numerical computation in Python. NumPy enables efficient operations like array manipulation, matrix calculations, and stati...

Recap and Today's Theme Hello! In the previous episode, we learned the basics of the Pandas library for data manipulation. We explored how Pandas makes it easy to work with data frames for tasks like filtering, aggregation, and modificat...

Recap and Today's Theme Hello! In the previous episode, we covered the setup of Python development environments using Anaconda, making it easy to create virtual environments and manage Python and libraries efficiently. Today, we will lea...

Recap and Today's Theme Hello! In the previous episode, we explored the basic operations of Jupyter Notebook. By using Jupyter Notebook, you can run Python code interactively and immediately check the results, making data analysis and AI...

Recap and Today's Theme Hello! In the previous episode, we explored the basics of Python, covering essential knowledge for AI development such as Python syntax, data types, lists, conditional statements, loops, and functions. Today, we w...

Recap and Today's Theme Hello! In the previous episode, we reviewed and conducted a knowledge check for Chapter 7, reflecting on and deepening our understanding of the concepts we covered. Today, we begin Chapter 8 and explore the basics...