Advanced Computer Subjects Tutorials

Recent Articles on Advance Computer subjects !

• Machine Learning
• Fuzzy Logic
• Digital Image Processing

• Security And Attacks
• Data Warehouse & Data Mining

Machine Learning :

1. Getting Started with Machine Learning
2. Artificial Intelligence | An Introduction
3. Artificial Intelligence Permeation and Application
4. What is Machine Learning ?
5. An introduction to Machine Learning
6. Introduction to Data in Machine Learning
7. Introduction to Deep Learning
8. Demystifying Machine Learning
9. Applications
10. Machine Learning and Artificial Intelligence
11. Difference between Machine learning and Artificial Intelligence
12. Agents in Artificial Intelligence
13. Types of Learning – Supervised Learning
14. Types of Learning – Part 2
15. Supervised and Unsupervised learning
16. Reinforcement learning
17. Regression and Classification
18. Understanding Logistic Regression
19. Understanding Logistic Regression
20. Multivariate Regression
21. Confusion Matrix in Machine Learning
22. Linear Regression(Python Implementation)
23. A single neuron neural network in Python

More on Machine Learning >>

Fuzzy Logic :

1. Fuzzy Logic | Introduction
2. Fuzzy Logic | Set 2 (Classical and Fuzzy Sets)
3. Introduction to ANN (Artificial Neural Networks) | Set 3 (Hybrid Systems)

Digital Image Processing :

1. Digital Image Processing Basics
2. Image Compression using Huffman Coding
3. Basics of Augmented Reality
4. Segments in Computer Graphics

Security And Attacks :

1. Denial of Service and Prevention
2. Path Traversal Attack and Prevention
3. Understanding ReDoS Attack
4. Session Hijacking
5. Basic SQL Injection and Mitigation with Example
6. How to use SQLMAP to test a website for SQL Injection vulnerability
7. Mitigation of SQL Injection Attack using Prepared Statements (Parameterized Queries)
8. Code Injection and Mitigation
9. Command Injection Vulnerability and Mitigation
10. What is WannaCry? How does WannaCry ransomware work?
11. Buffer Overflow Attack
12. Buffer Overflow Attack with Example
13. Format String Vulnerability and Prevention with Example
14. Automated Brute Forcing on web-based login
15. How slow HTTP can knock down a server?
16. Memcached exploit
17. Meltdown Security Vulnerability
18. hmac – Keyed-Hashing for Message Authentication
19. Secure Coding
20. Hill Cipher
21. Baconian Cipher
22. Passwords and Cryptographic hash function
23. How to store a Password in Database ?
24. Passwords | Entropy and Cracking
25. Cookie Tracking and Stealing using Cross-Site Scripting

Data Warehouse & Data Mining :

1. Data Warehouse
2. Data Mining
3. Basic Concept of Classification (Data Mining)
4. Understanding Data Attribute Types | Qualitative and Quantitative
5. Apriori Algorithm
6. How mining works?