Software Development: Debugging, Testing, and Code Management

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Page 2 of 3

Introduces the fundamentals of software engineering, covering instruction processing, algorithms, programming languages, abstractions, testing, security, and open source.

Digital Project Creation: Conclusion

Covers the process of creating a digital project and concludes with tips for guiding children in project creation.

Testing Strategies: Code Coverage and Quality

Covers testing strategies, emphasizing code coverage and quality in software development through various testing methodologies and practical examples.

Smart Contract Implementation: Coin

Covers the implementation of a smart contract for a simple coin and discusses financial blockchain applications.

Testing your synapse model in a neuron

Explores testing a synapse model in a neuron using NEURON software.

Machine learning: Basics of data-driven materials modeling

Covers dimensionality reduction and linear regression in data-driven materials modeling.

Overfitting: Symptoms and Characteristics

Explores overfitting in polynomial regression, emphasizing the importance of generalization in machine learning and statistics.

Automated Testing: Fuzzing and Sanitization

Explores fuzzing, bug oracles, code reviews, and automated testing techniques, emphasizing the importance of sanitization in detecting faults.

GoogleTest, Pytest, Git Submodule/Subtree, Python os.path

Covers Google Test, Pytest, Git submodule/subtree, and Python file manipulation.

Testing Actor Systems

Explores testing actor systems, covering principles, Akka's Test Kit, dependencies, interaction with the parent, and actor hierarchies.