Kaoss_

El desdén de tu mirada invade el oscuro y adormecido deseo que pide ser absorbido..

[Vivek | Cybersecurity @VivekIntel]

Bug Bounty & Web Security Course 🐞💥

Learn reconnaissance, Burp Suite, SQLi, XSS, SSRF, CORS, File Inclusion, Security Misconfigurations, VAPT Automation, and Vulnerability Reporting.

📥 Drive Folder: https://t.co/UW5Hj94YhW

#BugBounty #WebSecurity #Pentesting #EthicalHacking #BurpSuite #SQLi #XSS #SSRF #VAPT #CyberSecurity

[Shraddha Bharuka @BharukaShraddha]

MACHINE LEARNING — MASTER TREE 🌲

Machine Learning
│
├── 01. Mathematics
│ ├── Linear Algebra
│ ├── Probability
│ ├── Statistics
│ ├── Calculus
│ ├── Optimization
│ └── Information Theory
│
├── 02. Python Foundations
│ ├── NumPy
│ ├── Pandas
│ ├── Matplotlib
│ ├── Seaborn
│ ├── APIs
│ └── Data Cleaning
│
├── 03. Data Preprocessing
│ ├── Missing Values
│ ├── Feature Engineering
│ ├── Encoding
│ ├── Scaling
│ ├── Data Splitting
│ └── Feature Selection
│
├── 04. Supervised Learning
│ ├── Linear Regression
│ ├── Logistic Regression
│ ├── Decision Trees
│ ├── Random Forest
│ ├── XGBoost
│ └── SVM
│
├── 05. Unsupervised Learning
│ ├── K-Means
│ ├── DBSCAN
│ ├── Hierarchical Clustering
│ ├── PCA
│ ├── t-SNE
│ └── Dimensionality Reduction
│
├── 06. Deep Learning
│ ├── Neural Networks
│ ├── CNNs
│ ├── RNNs
│ ├── LSTMs
│ ├── Transformers
│ └── Attention Mechanisms
│
├── 07. MLOps
│ ├── Docker
│ ├── Kubernetes
│ ├── MLflow
│ ├── Model Registry
│ ├── Monitoring
│ └── CI/CD for ML
│
├── 08. Generative AI
│ ├── LLMs
│ ├── Prompt Engineering
│ ├── RAG
│ ├── Fine-Tuning
│ ├── Agents
│ └── MCP
│
├── 09. Deployment
│ ├── FastAPI
│ ├── Flask
│ ├── Cloud Deployment
│ ├── APIs
│ ├── Edge AI
│ └── Inference Optimization
│
└── 10. Future of ML
├── AI Agents
├── Multimodal AI
├── Robotics
├── Autonomous Systems
└── AGI Research

[Hybrid Security Consult @HSC_Consult]

Know how Ethernet cable works

[valeria lenoir @VLenoir13937]

La mejor distribución Linux no siempre es tu favorita 👾

Si estás empezando, aprende la que más probabilidades tenga de encontrarte en el trabajo mañana.

Amo Kali Linux, pero si alguien me pregunta qué aprender para trabajar, mi respuesta sigue siendo Debian 🚀

¿Con cuál empezaste tú? 👀

#Linux #Debian #KaliLinux #Ubuntu #Fedora #LinuxMint #SysAdmin #CyberSecurity #OpenSource #Tech

[kelvinlina𖤍💜✨ @cybergirl_io]

IAM vs PAM

[Vivek | Cybersecurity @VivekIntel]

Awesome Penetration Testing — One of the Largest Curated Collections for Pentesters 💀💥

A massive repository of penetration testing, red teaming, OSINT, exploit development, reverse engineering, CTFs, cloud security, and offensive security resources.

Features

• 50+ cybersecurity categories in one place • Pentesting, Red Teaming & Bug Bounty resources • OSINT, Dorking & Threat Intelligence tools • Reverse Engineering & Malware Analysis resources • Web, Network, Cloud & Wireless Security tools • Vulnerability scanners, exploit frameworks & recon tools • Security books, courses, conferences & learning materials • Vulnerable labs, CTF platforms & practice environments • Report templates and collaboration platforms • Continuously maintained community-driven collection

🔗 https://t.co/ZBdoL8Opd4

#Pentesting #RedTeam #BugBounty #OSINT #CyberSecurity #EthicalHacking #InfoSec #ThreatIntelligence

[Python Developer @PythonDvz]

SQL Cheat Sheet Every Data Analyst Needs 📊💻

📘 SQL remains one of the most important skills in Data Analytics, Business Intelligence, and Data Engineering.

Whether you’re preparing for interviews or working with real datasets, having strong SQL fundamentals is essential. 💻📊

This cheat sheet is designed as a quick-reference guide covering commonly used SQL concepts in a structured and practical way:

✔️ Filtering & Sorting Data
✔️ Joins & Relationships
✔️ Aggregations & GROUP BY
✔️ Window Functions
✔️ CTEs & Subqueries
✔️ String & Date Functions
✔️ DML & DDL Basics
✔️ Query Optimization Tips

A solid understanding of these concepts can significantly improve the way you analyze, manipulate, and retrieve data efficiently. ⚡

Useful for:

🎯 Data Analyst Aspirants
🎯 SQL Interview Preparation
🎯 Students & Beginners
🎯 Professionals revising SQL fundamentals

💾 Save this post for quick revision

#sql #analytics #datascience #coding

[kelvinlina𖤍💜✨ @cybergirl_io]

Networking Cheat sheet

[Jami @expertwith_AI]

All Paid Courses (Free for First 4500 People)

𝗣𝗮𝗶𝗱 𝗖𝗼𝘂𝗿𝘀𝗲 𝗙𝗥𝗘𝗘 (PART - 1)
1. Artificial Intelligence
2. Machine Learning
3. Prompt Engineering
4. Claude,Chatgpt,Grok
5. Data Analytics
6. AWS Certified
7. Data Science
8. BIG DATA
9. Python
10. Ethical Hacking

(72 Hours only )

Like + RT + comment ' Drive '

Must Follow me so I can DM you.

[Future Logic @the_futureAI]

📊 1,000+ Professional AI-Powered Excel Templates

Over $3,700 worth of ready-to-use templates — available free for the first 9,000 users.

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To receive the complete collection:

✓ Comment “File”
✓ Like & Repost
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Access will be shared via DM.

[Sakhil Khan @sakhil_ai]

🎯Best Platforms For AI Agents

AI agents are transforming how businesses automate tasks, build intelligent workflows, and create autonomous systems. From no-code platforms to advanced multi-agent frameworks, these tools help developers and teams build smarter AI-powered applications faster and more efficiently.

LangChain ➔ Leading General-Purpose Agent Framework With Memory, Tool Use, And Orchestration.

AutoGPT ➔ Autonomous AI Agent That Runs Tasks Independently With Iterative Planning Engines

AgentGPT ➔ Browser-Based Interface To Build Autonomous AI Agents Without Requiring Coding

CrewAI ➔ Open Framework Designed For Role-Based Agents And Collaborative Team Workflows

Microsoft AutoGen ➔ Framework That Enables Structured Communication Between Multiple AI Agents

SmolAgents ➔ Open-Source Agent Framework Optimized For Experimentation And Learning

MetaGPT ➔ Scalable Open-Source Agent Framework For Complex Multi-Agent Engineering

SuperAGI ➔ Developer-First Autonomous Agent Framework That Is Free, Open-Source, And GitHub-Based

N8n ➔ Free Automation Tool Extensible With AI Agents And Advanced Workflows

Botpress ➔ Open-Source Conversational AI Platform With Built-In Agent Capabilities

Rasa ➔ Understands User Input And Responds With Accurate, Context-Aware Answers

Mastra ➔ Open-Source TypeScript Framework For Building AI Agents And Workflows.

❤️ Like
🔁 Retweet
🔖 Bookmark

Follow👤
@sakhil_ai
for more such posts

[Ankit ☁︎ ❯ @ankit_ops2799]

AWS VPCs are the foundation of cloud infrastructure, but getting the networking right can be a headache.

VPC architecture Cheatsheet 👇

​1️⃣ Core Architecture:

Split your /16 CIDR into subnets.
Remember, AWS reserves 5 IPs in every single subnet!

2️⃣ Routing:

Public subnets route via the IGW.
Private subnets need a NAT Gateway for outbound access.

3️⃣ Security Layers:

SGs are stateful & live at the instance level. NACLs are stateless & protect the subnet boundary.

​#AWS #CloudComputing #DevOps #SystemDesign #PlatformEngineering

[Inglés Online 🧠 @InglesONLlNE]

Deja de usar ADVERBIOS BÁSICOS.
Esta es la LISTA DEFINITIVA para DOMINAR tu FLUIDEZ y sonar NATIVO.

[Abdulkadir | Cybersec @cyber__razz]

CCNA

[HackHerMind🥷 @DemcysLegacy]

SafeBreach • AttackIQ • Cymulate • CALDERA • Infection Monkey • Scythe • Pentera • Qualys • Mandiant
These tools help organizations simulate real-world attacks, validate defenses, and improve cyber resilience before attackers strike.
#CyberSecurity

[Cyber_Racheal @CyberRacheal]

Nmap Commands for Educational Use only.

Nmap is a network scanning tool used by system administrators, IT professionals, and students for security auditing, troubleshooting, and learning.

Common Scans

nmap -sP → Ping Scan: Checks which devices are active on a network.

nmap -sS → TCP SYN Scan: Helps discover open services.

nmap -sU → UDP Scan: Finds active UDP services.

nmap -sV → Version Detection: Identifies service versions for maintenance.

nmap -O → OS Detection: Detects operating system type (for compatibility testing).

nmap -A → Aggressive Scan: Runs multiple checks for detailed results.

Timing & Input

nmap -T4 → Timing Template: Controls scan speed.

nmap -iL → Input from List: Reads targets from a file (useful for admins).

nmap -sn → Host Discovery: Finds devices without scanning ports.

Advanced TCP Techniques

nmap -sX → XMAS Scan: Uses a special test packet to check responses.

nmap -sF → FIN Scan: Uses a different method for host analysis.

nmap -sT → TCP Connect Scan: Connects directly to services.

nmap -sN → Null Scan: Uses empty packets to analyze responses.

nmap -sA → ACK Scan: Helps detect firewall filtering.

Scripting & Port Options

nmap -sC → Default Script Scan: Runs safe built-in scripts.

nmap --script <script> → Run Specific Script: For detailed service checks.

nmap --top-ports <number> → Top Ports Scan: Scans the most used ports.

Note:
These commands are meant for learning, ethical security research, and network administration only. Always use Nmap on your own systems or with proper authorization.

[valeria lenoir @VLenoir13937]

Todos conocen el 404… pero pocos entienden qué significan realmente los errores HTTP 👾

Les dejé una guía rápida con los códigos más comunes y por qué aparecen 🚀
De esas imágenes que terminas guardando “por si acaso” 😭

#HTTP #WebDev #CyberSecurity #Linux #Programacion #Networking #InfoSec #DesarrolloWeb #Tech

[Kaoss_ @Gaal38]

@dashboardlim FREE

[Lian Lim | Dashboard & AI Automation Expert @dashboardlim]

I just finished creating a guide that connects NotebookLM + Antigravity

Spent 67 hours creating this system that turns your knowledge base into an AI agent that actually takes action

BONUS: Complete guide for building 10 workflows + copy-paste prompts

Like & Comment "FREE" and I'll DM it to you as fast as i can