PYT-ZH: Python from Zero to Hero with OCR Application Development
S$1,500 3 days PYT-ZH
Course Overview
The course combines theoretical knowledge with hands-on coding exercises, real-world projects, and practical applications to ensure participants gain a deep understanding of Python and its applications in OCR. The latter part of the course focuses on integrating Python with OCR libraries, implementing image processing techniques, and building a fully functional OCR application.
Who Should Attend
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Learning Outcomes
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Course Outline Course Outline (PDF)
Introduction to Python Programming
- Overview of Python: History, features, and use cases
- Installation and setup of Python and an integrated development environment (IDE)
- Basic syntax, variables, and data types
- Control structures: if statements, loops, and functions
Intermediate Python Concepts
- Lists, tuples, and dictionaries
- File handling and input/output operations
- Exception handling and error debugging
- Introduction to object-oriented programming (OOP) in Python
Introduction to OCR and Text Processing
- Understanding OCR and its applications
- Text manipulation and processing techniques in Python
- Hands-on exercises on basic text extraction from images
Advanced Python Concepts for OCR
- Web scraping with BeautifulSoup and requests
- Image processing and manipulation using PIL
- Integration of OCR libraries with Python applications
- Building a foundation for the OCR application project
Python Data Structures
- Advanced data structures: sets, queues, stacks
- Understanding and implementing linked lists, doubly linked lists
- Practical applications of data structures in Python programming
- Hands-on exercises on data structure manipulation and optimization
Python Libraries and Frameworks
- Overview of popular Python libraries and frameworks
- Hands-on exploration of data manipulation and analysis with Pandas
- Introduction to numerical computing with NumPy
- Building a simple web application using Flask
Python and APIs
- Understanding Application Programming Interfaces (APIs)
- Consuming RESTful APIs with Python (using requests library)
- Authentication and handling responses from APIs
- Integrating API calls into Python applications
OCR Application Development Project
- Overview of the final project: Developing a complete OCR application
- Designing the user interface for the OCR application
- Implementing image processing and OCR functionality
Class Schedule 2026
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