Python Development Certification Course
Tudemick Master Python programming with Tudemick’s Python Development Certification Course. This course is designed for aspiring developers who want to build a solid foundation in Python and become industry-ready. Through practical experience and expert mentorship, you'll acquire the skills to work on a range of Python-based projects.
Course Overview
- Introduction to Python Programming
- Python Overview: Learn about the history, features, and advantages of Python in the tech industry.
- Setup and IDEs: Guidance on setting up Python and configuring popular IDEs (PyCharm, VS Code, Jupyter Notebooks).
- Basic Syntax & Data Types: Write your first Python program, understanding basic syntax, variables, and essential data types.
- Control Flow and Data Structures
- Conditionals & Loops: Master conditional statements (if, else) and loop structures (for, while).
- Data Structures: Lists, Tuples, Sets, Dictionaries, and Strings — their properties, methods, and applications.
- Advanced Python Concepts: List comprehensions, handling multiple data types efficiently.
- Object-Oriented Programming (OOP)
- Classes and Objects: Create Python classes, objects, methods, constructors, and understand self.
- Inheritance & Polymorphism: Build reusable code and enhance functionality through inheritance and polymorphism.
- Encapsulation and Abstraction: Ensure code security and flexibility with encapsulation and abstract classes.
- File Handling
- Reading and Writing Files: Master file operations including reading/writing text and binary files.
- Working with JSON & CSV: Import, export, and manipulate data from files in popular formats like JSON and CSV.
- Data Science & Machine Learning with Python
- Data Handling: Explore Pandas and NumPy to clean and manipulate large datasets.
- Visualization: Visualize data with Matplotlib, Seaborn, and Plotly.
- Machine Learning: Introduction to supervised and unsupervised learning algorithms with scikit-learn, including classification, regression, and clustering techniques.
- Deep Learning: Introduction to neural networks using TensorFlow and Keras.
- Web Development with Python
- Flask & Django: Build web applications using Flask for lightweight frameworks and Django for full-stack applications.
- Database Integration: Work with databases using ORM tools (SQLAlchemy, Django ORM) to integrate backend logic.
- Building APIs: Design and implement REST APIs using Flask/Django.
- Testing & Debugging
- Unit Testing: Learn to write and run tests using unittest and pytest.
- Debugging: Effective debugging strategies using Python’s built-in debugger (pdb) and logging.
- Placement Assistance and Career Guidance
- Resume Building: Craft a compelling Python-focused resume that highlights your projects, skills, and achievements.
- Interview Preparation: Mock technical and behavioral interviews with experienced mentors.
- Job Market Insights: Guidance on navigating the job market, applying for positions, and networking within the industry.
- Placement Assistance: Access to Tudemick’s extensive network of tech industry partners, ensuring that you are placed in the right job with the right skills.
- Capstone Project
- Project: Build a comprehensive real-world project that will serve as a showcase of your Python development skills to potential employers.
- Mentor Feedback: Continuous mentorship and feedback as you work on the project.
Why Choose Tudemick for Python Development?
- Industry-Relevant Curriculum: Learn essential Python skills in web development, data science, and machine learning.
- Hands-On Projects: Work on real-world projects and build a strong portfolio to demonstrate your skills.
- Expert Mentorship: Receive guidance from seasoned professionals who will help you excel in your Python journey.
- Placement Assistance: With Tudemick’s career services, you’ll receive tailored support to help you secure a job in top tech companies.
- Flexible Learning: Learn at your own pace, with access to course materials 24/7.