Python Intermediate Project
The modern cybersecurity landscape is highly dynamic, with adversaries constantly evolving their attack techniques. Organizations must proactively monitor, detect, and […]
2. Python Intermediate
Python Intermediate series, designed to elevate your programming skills to the next level! We’ll kick off with Functional & Concurrent Programming, where you’ll master lambda functions, map-reduce techniques, list comprehensions, and delve into threading, multiprocessing, and asynchronous programming with AsyncIO. Next, you’ll explore Database Interactions, learning how to connect with SQL databases like SQLite, PostgreSQL, and MySQL, as well as NoSQL databases such as MongoDB and Redis, and utilize Object-Relational Mapping (ORM) tools like SQLAlchemy and Django ORM. In the API Development & Web Scraping section, you’ll discover how to design RESTful APIs using Flask and FastAPI, scrape websites with BeautifulSoup and Scrapy, and automate browser interactions with Selenium. We’ll also cover Data Science & Machine Learning Basics, introducing you to data manipulation with Pandas and NumPy, data visualization with Matplotlib and Seaborn, and the fundamentals of Scikit-Learn. Finally, enhance your code quality with our Testing & Debugging segment, focusing on unit testing with unittest and pytest, debugging techniques with pdb, and code profiling using tools like cProfile and line_profiler. Join us as you take your Python skills to new heights!
Python Testing & Debugging
Python is a powerful and flexible language, but without rigorous testing and debugging, even the best-written code can become a
Python Data Science & Machine Learning
Data science and machine learning are transforming industries, driving insights, automation, and pIn today’s data-driven world, Data Science and Machine
Python Web and API Development
APIs and web scraping are crucial for modern applications, enabling data retrieval, automation, and seamless integrations. Whether building a RESTful
Python Database Interactions
Efficiently interacting with databases is a core competency for any Python developer, whether working with relational (SQL) or non-relational (NoSQL)
Python Functional and Concurrent Programming
In modern software development, efficiency and scalability are critical. Whether you are handling large data sets, optimizing web applications, or