Computer Science Unleashed: Harness the Power of Computational Systems

✍ Scribed by Wladston Ferreira Filho, Moto Pictet

• Publisher: Code Energy
• Year: 2021
• Tongue: English
• Leaves: 268
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

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

✦ Subjects

#networking, #datascience #computersecurity