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Python Fundamentals

This foundational course introduces core Python concepts through practical application. You'll learn variables, control structures, functions, and object-oriented programming while building small projects that demonstrate each concept.

  • Variables and data types
  • Control flow and loops
  • Functions and modules
  • Object-oriented principles
  • Error handling and debugging
Duration: 8 weeks £347.50

Data Analysis with Python

Develop skills to manipulate, analyze, and visualize data using industry-standard libraries. This course emphasizes real-world datasets and common analytical challenges faced by data professionals.

  • Data manipulation with pandas
  • Numerical computing with NumPy
  • Data visualization (Matplotlib, Seaborn)
  • Statistical analysis techniques
  • Working with various data formats
Duration: 10 weeks £495.75

Web Development with Django

Master web application development using Django framework. You'll build complete web applications from database design through deployment, learning industry best practices along the way.

  • Django architecture and MVT pattern
  • Database models and ORM
  • URL routing and views
  • Template system and forms
  • Authentication and deployment
Duration: 12 weeks £623.25

Machine Learning Foundations

Understand machine learning fundamentals and implement common algorithms. This course balances theoretical understanding with practical implementation using scikit-learn.

  • Supervised learning algorithms
  • Unsupervised learning techniques
  • Model evaluation and validation
  • Feature engineering strategies
  • Real-world ML project workflow
Duration: 14 weeks £748.90

API Development and Integration

Learn to design, build, and secure RESTful APIs using modern Python frameworks. You'll also integrate third-party APIs and handle authentication mechanisms.

  • RESTful API design principles
  • FastAPI and Flask frameworks
  • Authentication and authorization
  • API documentation and testing
  • Third-party API integration
Duration: 9 weeks £412.60

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