Certified Professional in Cryptography for Data Scientists
-- viewing nowThe Certified Professional in Cryptography for Data Scientists course is a comprehensive program that equips learners with essential cryptography skills for data science. This course highlights the importance of data security and privacy in our increasingly digital world.
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Course details
• Fundamentals of Cryptography: Introduction to cryptography concepts, symmetric and asymmetric encryption, hash functions, digital signatures
• Number Theory for Cryptography: Prime numbers, modular arithmetic, Euler's totient function, Fermat's little theorem
• Symmetric Key Algorithms: Advanced Encryption Standard (AES), Data Encryption Standard (DES), Triple DES (3DES), Blowfish, Twofish
• Asymmetric Key Algorithms: Rivest-Shamir-Adleman (RSA), Elliptic Curve Cryptography (ECC), Diffie-Hellman key exchange
• Cryptographic Protocols and Applications: Secure Sockets Layer/Transport Layer Security (SSL/TLS), Secure Shell (SSH), Pretty Good Privacy (PGP), Wi-Fi Protected Access (WPA)
• Cryptanalysis and Cryptographic Attacks: Brute force attacks, differential cryptanalysis, linear cryptanalysis, man-in-the-middle attacks
• Cryptographic Hash Functions: Message Digest algorithm (MD5), Secure Hash Algorithm (SHA), Hash-based Message Authentication Code (HMAC)
• Implementing Cryptography in Data Science: Secure data storage, secure data transmission, cryptography libraries in Python, R and other data science tools
Career path
Entry requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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