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Computer Science Unleashed: Harness the Power of Computational Systems

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A high-level overview of networking, data science and computer security. Designed for readers who don't care for academic formalities, it's a fast and easy guide. It teaches the foundations programmers and knowledge workers need to maximize their effectiveness. It explains how the Internet works from the ground up, how to analyse and derive knowledge from data, and how computers are able to predict the future with machine learning.

Author(s): Wladston Ferreira Filho; Moto Pictet
Edition: 1
Publisher: Code Energy LLC
Year: 2021

Language: English
Pages: 268

Preface
Connections
Links
Internet
IP Addressing
IP Routing
Transport
Communication
Names
Time
Access
Mail
Web
Security
Legacy
Symmetry
Asymmetry
Hashing
Protocols
Hacking
Analysis
Collection
Processing
Summarizing
Visualization
Testing
Learning
Features
Evaluation
Validation
Fine-Tuning
Conclusion
Bonus: Patterns
Matching
Quantifiers
Anchors
Groups
Appendix
Numerical Bases
Cracking the Shift Cipher
Cracking the Substitution Cipher
Evaluating Classifiers