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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
Publisher: Code Energy
Year: 2021

Language: English
Pages: 268
City: Las Vegas
Tags: #networking, #datascience #computersecurity

PREFACE

1 CONNECTIONS
1.1 Links
1.2 Internet
1.3 IP Addressing
1.4 IP Routing
1.5 Transport

2 COMMUNICATION
2.1 Names
2.2 Time
2.3 Access
2.4 Mail
2.5 Web

3 SECURITY
3.1 Legacy
3.2 Symmetry
3.3 Asymmetry
3.4 Hashing
3.5 Protocols
3.6 Hacking

4 ANALYSIS
4.1 Collection
4.2 Processing
4.3 Summarizing
4.4 Visualization
4.5 Testing

5 LEARNING
5.1 Features
5.2 Evaluation
5.3 Validation
5.4 Fine-Tuning

CONCLUSION

BONUS: PATTERNS
Matching
Quantifiers
Anchors
Groups

APPENDIX

I Numerical Bases
II Cracking the Shift Cipher
III Cracking the Substitution Cipher
IV Evaluating Classifiers