Wintrado Academy

Python による AI アプリケーションの開発

Who is this course for?

Individuals with basic knowledge of Python

This course builds on your existing Python skills, teaching you how to apply them in AI, making complex concepts accessible and practical.

Data Enthusiasts Eager to learn AI

It provides a structured approach to understanding and implementing AI, offering hands-on projects that allow you to explore data science and machine learning in depth.

Aspiring data scientists

The course covers essential topics such as machine learning models and neural networks, which are fundamental for a career in data science, giving you a strong foundation to build on.

Professionals in tech and related fields

It equips you with the latest AI techniques and tools, enhancing your ability to integrate AI solutions into your work and stay competitive in the rapidly evolving tech industry.

After Completing this Course, You will:​

• Prepare your structured data set for the use of decision-making machine learning applications.
• Prepare your image data set for the use of decision-making machine learning applications.
• Make robust prediction and decision-making Machine Learning Python applications.
• Strong industrial experience with Four real Artificial Intelligence Projects.

What you will be taught:

• Use of Python and Google Colab for Artificial Intelligence Model Design.
• Handling AI libraries for Machine Learning.
• Structured data set preprocessing for Machine Learning.
• Images data set preprocessing for Machine Learning.
• Artificial Intelligence Prediction and Decision-Making using Bayes Model.
• Artificial Intelligence Prediction and Decision-Making using the Nearest Neighbour Model.
• Image processing and Classification using Convolutional Neural Networks CNN.

Learning Path

1. Attend Live Sessions
2. Q&A Sessions
3. Watch The Recorded Sessions, Read The Material and Submit Quizzes
4. Receive a Certificate
5. Apply Knowledge in Career or Business