Continuing Education Course (Weiterbildung)
Master the Fundamentals and Advanced Concepts of Python Programming for Data Analysis, AI, and Web Development.
Details
- Date: Flexible or By Request
- Delivery Mode: eLearning
- Duration: 32 Units (Units: 45 Minutes)
- Price Category: 32U (Refer to Pricing Page)
Lecturers and Trainers
- Dr. Javad Zarbakhsh, Head of the Cademix Institute of Technology, is an expert in AI, digital transformation, and software development.
- Ms. Samareh Ghaem Maghami specializes in computational design and automation with Python.
- Mr./Ms. XY – Guest lecturer and industry expert, providing insights on real-world applications of Python.
Course Content
Introduction to Python Programming
- Learn the fundamentals of Python and its significance in modern technology.
- Understand Python syntax, variables, and data types.
- Explore real-world use cases across industries.
Working with Data in Python
- Master data structures such as lists, tuples, dictionaries, and sets.
- Learn file handling, reading/writing CSV, JSON, and Excel files.
- Understand data manipulation with libraries like Pandas and NumPy.
Object-Oriented Programming (OOP) in Python
- Learn OOP principles: classes, objects, inheritance, and polymorphism.
- Build modular and scalable Python applications.
Python for Web Development
- Introduction to web frameworks such as Flask and Django.
- Learn how to create simple web applications using Python.
- Explore API development and integration.
Automation and Scripting with Python
- Automate repetitive tasks using Python scripts.
- Work with Python libraries for file management and system automation.
- Explore practical automation use cases in business and research.
Python for AI and Data Science
- Introduction to machine learning with Scikit-learn.
- Data visualization using Matplotlib and Seaborn.
- Implement basic AI models and predictive analytics.
Capstone Project
- Develop a Python-based project applying learned concepts.
- Present your project and receive feedback from peers and instructors.
Bonus Features
- One-to-one coaching and consulting with the Head of the Cademix Institute of Technology.
- Project publication opportunity in Cademix Magazine (English or German).
- Certificate of completion upon successfully concluding the course.
Prerequisites and Target Audience
Prerequisites
- Basic computer literacy and logical thinking.
- No prior programming experience required.
Target Audience
- Students, Engineers, Data Scientists, Entrepreneurs, Researchers, and Job Seekers.
Additional Information
- Language: English & German
- Learning Method: Interactive Workshops, E-Learning