Learn Python Programming [Pro] のアプリ分析 12月8日

Become a Python Expert: Full Stack Development to Deep Learning! Learn Python Full Stack Development is the ultimate, all-in-one resource for aspiring and professional Python developers. This comprehensive app bundles everything you need to succeed, covering the most in-demand web frameworks, data analysis libraries, and cutting-edge advanced topics. Build complete, professional-grade applications and master complex data science workflows. Web Development & Framework Mastery: Modern Frameworks: Dive into Django, Flask, FastAPI, CherryPy, Pyramid, TurboGears, and Web2py. Learn to build fast, scalable, and secure APIs and web applications. Database Integration: Master connecting to and managing data using essential databases like MySQL, PostgreSQL, and SQLite. Front-End Foundation: Get started with the basics of HTML & CSS. Data Science & Deep Learning Powerhouse: Core Libraries: Gain expertise with foundational data tools: NumPy (numerical computation), Pandas (data analysis), and SciPy (scientific computing). Advanced AI: Unlock the future with modules on Deep Learning and Data Science. Learn to build and train models using industry-standard libraries like PyTorch and Keras, utilizing the power of Theano. Automation & Web Scraping: Data Extraction: Learn to ethically and efficiently gather data from the web using powerful tools: Beautiful Soup, Selenium (for dynamic content), and the robust Scrapy framework. Database ORMs: Understand data mapping and management with SQLAlchemy. Advanced & Professional Topics: Code Quality: Master Python Design Patterns and tackle complex tasks using Concurrency in Python. DevOps Ready: Learn industry-essential tools like Git for version control. Growth Skills: Understand fundamental principles of SEO (Search Engine Optimization) for deploying and ranking your applications. Features That Power Your Learning: Quiz with Each Lesson: Test your knowledge immediately after covering core topics like data structures, control flow, and OOP with focused, interactive quizzes. Ask AI (Help from AI): Get instant, intelligent help for confusing syntax, troubleshooting code snippets, or clarifying complex concepts from your integrated AI tutor. Progress Tracking: Stay motivated by monitoring your learning journey. Track completed lessons, quiz scores, and overall progress across modules. Search Lesson: Quickly find the exact function, method, or concept you need with our clean and fast full-text search functionality. Bookmark Lesson: Save challenging tutorials or essential reference pages (like dictionary methods or list comprehensions) to revisit later with a simple tap. Learn in Multiple Languages: Access learning content in several languages, making Python accessible to a wider global audience. Help Center: Find comprehensive answers to common app questions and technical support within the dedicated help section. Web Frameworks: - Django - Flask - CherryPy - Pyramid - TurboGears - FastAPI - Web2py Web Scraping with Python: - Beautiful Soup - Selenium - Scrapy - SQLAlchemy Databases: - MySQL - PostgreSQL - SQLite Machine Learning and Artificial intelligence: - Machine Learning (ML) basic to advanced topics - Reinforcement Learning - Natural Language Processing (NLP) - Artificial Intelligence (AI) basic to advanced topics - TensorFlow with Python Libraries: - NumPy - SciPy - Theano - PyTorch - Keras - Pandas - Jython Advanced Topics: - Deep Learning - Data Science - Python Design Patterns - Concurrency in Python Other Topics: - Git - HTML & CSS - SEO