描述
進階 Python 技能，提升職場競爭力！
- 我們的專業版 Python 程式教學課程，專為希望在工作中應用 Python 的學員設計。
- 課程內容涵蓋進階實務應用，並提供與 Q 博士一對一的真人線上互動討論機會，協助解決開發過程中的實作問題。
- 無論您是大數據研究員/科學家、軟體工程師還是 IT 專業人士，這門課程都能幫助您提升工作效能，實現職業目標。
課程大綱
- Web Crawling and Scraping: Using libraries like BeautifulSoup, Scrapy, and Selenium to extract data from websites.
- Generators and Iterators: Creating efficient and memory-friendly code using yield and custom iterator classes.
- Machine Learning: Implementing algorithms and models using libraries like scikit-learn, TensorFlow, and PyTorch.
- Big Data Analysis: Handling and analyzing large datasets with tools like Pandas, Dask, and Apache Spark.
- Deep Learning: Building and training neural networks using frameworks such as TensorFlow and PyTorch.
- Asynchronous Programming: Writing concurrent code using asyncio, await, and other asynchronous libraries.
- Data Visualization: Creating insightful visualizations with libraries like Matplotlib, Seaborn, and Plotly.
- API Development: Building RESTful and GraphQL APIs using frameworks like Flask, Django, and FastAPI.
- Unit Testing and Test Automation: Ensuring code quality with testing frameworks like pytest and unittest.
- Deployment and DevOps: Automating deployment processes with tools like Docker, Kubernetes, and CI/CD pipelines.
