1. Python
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Python Basics
Python Exceptions and Troubleshooting
Python Functions and Decorators
Python Interpreters
Python OOP
Python Asynchronous Programming
2. Databases
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RDB vs NRDB
Indexes
Normalization
FK
Triggers
SP
3. Web Services
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Protocols
Caching
SSL\TLS
REST RPC
Web servers
4. Frameworks
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Django
Flask
AsyncIO
FastAPI
Falcon
5. Git
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Merge vs Rebase
Cherrypick
6. SDLC Implementation
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Software Development Methodology
Code Review
Release Strategy
Code Standards
Continuous Integration
7. Authentication and Authorization
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OAuth2
Difference between OAuth2 and OpenID
Flows (grant types)
Integration with OpenID
8. Cloud
Serverless, AWS, GCP, Azure): Ability to design and implement cloud/hybrid-cloud solutions spanning
across several cloud technology domains (i.e. serverless, containers, edge computing, internet of things,
etc)
9. Architecture
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Patterns
Microservices
SOLID
Pub\Sub
10. DevOps: CI\CD
11. Python. ML
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ML types
ML tasks
Classic ML models
Model ensembles
ML lifecycle
EDA
Data pre-processing
Regression model evaluation
Classification model evaluation