Training Course
BOOT CAMP courses – Full Stack
Python developer training course: from zero to ready to work! Request informationDuration: 1500 hours
Classroom equipment: A projector and a computer for each participant.
Course Goals
Course programme
Module 1: Infrastructure and Containers (16 hours)
- Docker
Module 2: HTML and CSS (60 hours)
- Introduction to the Web
- HTML:
- Basic structure
- Elements and tags
- Semantics and accessibility
- CSS:
- Selectors
- Properties and values
- Layout and positioning
- Framework & Library
- RESPONSIVE DESIGN
Module 3: Fundamentals of Python (240 hours)
- Introduction to the Python language
- Data types and variables
- Operators and conditional statements
- Functions and modules
- Cycles and iterators
- Data structures
- Object-oriented programming
- Debugging and testing
Module 4: Databases and SQL (120 hours)
- Introduction to database management systems
- Data structures
- Normal forms
- SQL:
- Query
- Commands
- Management and overview of different RDBMSs
- Query optimisation
- Cloud DB
- Database integration with Python
Module 5: Django Web Framework (240 hours)
- Introduction to web frameworks
- Django overview
- Templates and views
- URLs and routing
- Templates and authentication system
- Flask:
- Flask Microframework
- Routing and requests
- Templates and Jinja2
- Error Handling
Module 6: API with FastAPI and DRF(90 hours)
- Introduction to APIs
- FastAPI:
- Basic Functionality
- Data validation
- Error handling
- Automatic documentation
- Automatic testing
- Django Restful Framework
Module 7: Mobile Applications with Flutter (240 hrs)
- Introduction to Flutter
- Dart:
- Language Fundamentals
- Dart SDK
- Widget e layout
- Application development with Flutter
- Interaction with devices
Module 8: Python for ML and AI (200 hours)
- Introduction to machine learning and artificial intelligence
- Python libraries for ML:
- NumPy
- Pandas
- Scikit-learn
- Machine learning algorithms:
- Linear Regression
- K-Nearest Neighbors
- Decision Tree
Module 9: LLM AI Generative (60)
- Artificial Neural Networks
- Generative AI
- RAG
- AI Managed Services
- Prompt Engineers
Module 10: Frontend with JavaScript (240 hours)
- Introduction to JavaScript
- JavaScript libraries:
- jQuery
- Bootstrap
- Type Script
- Modern JavaScript frameworks:
- React
- Vue.js
- Astro
- Single Page Applications (SPA)
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