Masterclass Certificate in Codebreaking and Artificial Intelligence
-- ViewingNowThe Masterclass Certificate in Codebreaking and Artificial Intelligence is a comprehensive course designed to equip learners with the essential skills needed to excel in the rapidly evolving field of AI. This course is of paramount importance as it provides a deep understanding of the principles of codebreaking, machine learning, and data analysis.
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• Unit 1: Introduction to Codebreaking & Cryptography – fundamental concepts, history, and importance of codebreaking, encryption, and decryption
• Unit 2: Classical Cryptography – Caesar, substitution, transposition, and Vigenère ciphers, and their breaking techniques
• Unit 3: Modern Cryptography – symmetric and asymmetric key algorithms, public key infrastructure, and cryptographic hash functions
• Unit 4: Mathematical Foundations for Codebreaking – number theory, modular arithmetic, and discrete logarithms
• Unit 5: Machine Learning Fundamentals – supervised, unsupervised, and reinforcement learning, activation functions, and loss functions
• Unit 6: Neural Networks & Deep Learning for Codebreaking – convolutional neural networks, recurrent neural networks, and long short-term memory
• Unit 7: Natural Language Processing for Codebreaking – text preprocessing, tokenization, and language models
• Unit 8: Quantum Computing & Codebreaking – quantum bits, quantum gates, Shor's algorithm, and Grover's algorithm
• Unit 9: Ethical Considerations in Codebreaking & Artificial Intelligence – privacy, surveillance, and responsible AI practices
• Unit 10: Emerging Trends in Codebreaking & Artificial Intelligence – post-quantum cryptography, homomorphic encryption, and federated learning
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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