Full-Stack Web Development and AI Integration with Python
Learn to build modern, responsive web applications and integrate custom machine learning models using HTML, CSS, JavaScript, Python, Django, and Pandas.
💬AIインストラクター どのレッスンでも質問すれば、いつでもすぐに分かりやすい答えが返ってきます。
🕐いつでも開始 スケジュールも締め切りもなし。自分のペースで、好きなときに学べます。
🌐日本語で レッスン、課題、修了証まで、すべてあなたの言語で。
このコースについて
In today's tech landscape, the most versatile developers can bridge the gap between frontend interfaces, backend servers, and intelligent data systems. This course equips you with the foundational skills to build web applications that leverage data science and machine learning.
You will transition from a coding beginner to a well-rounded developer capable of creating functional web platforms and integrating smart features. By understanding how frontend design, backend logic, and data analysis work together, you will gain the confidence to build intelligent, data-driven applications from scratch.
What you'll learn:
- Build responsive user interfaces using modern HTML, CSS layouts, and interactive JavaScript.
- Develop robust backend applications with Python and the Django framework, utilizing modern type hints and clean coding practices.
- Manage and clean data efficiently using Pandas to prepare it for analysis.
- Train and evaluate basic machine learning models using Sklearn and Keras.
- Integrate data models into web applications using RESTful APIs and backend endpoints.
- Configure and navigate the development environment using Linux commands and Git version control.
The course begins with core internet concepts and terminal basics before guiding you step-by-step through frontend styling, backend programming, and foundational data science principles. You will progress through written explanations, structured code walkthroughs, and conceptual exercises designed to solidify your understanding of both web development and machine learning.
This course is designed for complete beginners with no prior programming experience. Anyone looking to understand the intersection of web development, data science, and AI will find a clear, step-by-step path here.
Start reading today to build your foundation in web development and artificial intelligence.
得られるもの
📜修了証 LinkedInプロフィールに追加
💬パーソナルAIチューター レッスンで詰まった?組み込みチューターにいつでも何でも聞いてみよう。
🎧音声版付き 画面なしでもどこでも学べる
♾️無期限アクセス いつでも再開可能、有効期限なし
📱スマホでもPCでも どこでもどんな端末でも
💸14日返金保証 理由を聞きません
⚡短く要点だけ 3時間の実践的な内容
レビュー (6)
Mia Wright
GB認証済み受講者
★ 3 · 08.07.2026
It's a decent introduction. Could use a few more real-world examples to solidify the concepts, though.