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Unlock the Secrets of Data Science with Free Online Tutorials

Dive into the captivating world of data science with these three free online tutorials handpicked by GetVM. From machine learning to information retrieval and natural language processing, these comprehensive courses will equip you with the…

Sichere Programmierung dev.to 01.11.2024, 21:14 Uhr 2 Min. Lesezeit Cloud & IT-Enterprise

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Introduction to Machine Learning: Mastering the Fundamentals

Offered by the SUNY University at Buffalo, this course provides a comprehensive overview of machine learning algorithms and techniques. Featuring hands-on projects and experienced faculty, this tutorial is perfect for students interested in data science and artificial intelligence. Explore the course here.

Information Retrieval, Search Engine Optimization, and Natural Language Processing

Delve into the core concepts and techniques of information retrieval, including text processing, indexing, ranking, and evaluation. This course from ETH Zurich will equip you with hands-on experience in building and evaluating information retrieval systems. Discover the tutorial here.

Foundations of Data Science: Building a Solid Foundation

Dive into the fundamental principles and techniques of data science with this comprehensive course by renowned experts. Gain a strong foundation in algorithms, machine learning, and more. Explore the tutorial here.

Enhance Your Learning Experience with GetVM Playground

GetVM is a powerful Google Chrome browser extension that provides an online lab environment to complement your data science learning journey. Designed to seamlessly integrate with the free tutorials highlighted in this article, the GetVM Playground offers a hands-on, interactive experience that allows you to put your newfound knowledge into practice.

With the GetVM Playground, you can dive directly into coding exercises, experiment with algorithms, and test your skills in a secure, cloud-based environment. No need to worry about setting up local development tools or managing complex dependencies - the Playground takes care of the technical details, allowing you to focus on learning and exploration.

Whether you're tackling the machine learning algorithms in the Introduction to Machine Learning course or delving into the information retrieval techniques covered in the ETH Zurich tutorial, the GetVM Playground provides a dedicated space to apply your learning in real-time. Experience the power of immediate feedback, code execution, and collaborative learning to truly cement your understanding of data science concepts.

Unlock the full potential of these free online resources by pairing them with the GetVM Playground. Elevate your learning experience and accelerate your path to becoming a data science pro.

Want to Learn More?

📖 Explore More Free Resources on GetVM

💬 Join our Discord or tweet us @GetVM 😄

CTI Threat Relationship Graph2 Knoten / 1 Relationen

CVE / Incident Software MITRE ATT&CK CWE Weakness IoC

IR-PLAYBOOK-RCEHIGH

Schritte anzeigen

SOC Incident Playbook: Remote Code Execution (RCE) Defense

WAF MitigationSofort

Virtuelles Patchen am Reverse Proxy / WAF für gefährdete URL-Pfade und Payloads aktivieren.

SecRule REQUEST_URI "@rx ..." "id:1001,phase:1,deny,status:403"

Web Shell ScanSofort

Web-Root auf neu angelegte Scripts, anomal modifizierte Dateien und Persistence scannen.

find /var/www -type f -name "*.php" -mmin -120

Outbound FilteringSofort

Ausgehenden Datenverkehr (Reverse Shells zu unbekannten IPs/Ports) blockieren.

ss -tunp | grep -E ":(4444|1337|8080|9001)"

Vendor Patching

Hersteller-Update in Staging validieren und schnellstmöglich in Produktion ausrollen.

apt update && apt --only-upgrade install <pkg>

1-Click Detection Engineering: Multi-Dialect SIEM Rules5 Formate

Regeln anzeigen

Syntax validiert (0 Fehler)

title: Detect Exploitation - Unlock the Secrets of Data Science with Free Online Tutorials
id: 02282b9f-0a43-41dd-b55c-e41ecb8cf000
status: experimental
description: Automatisch generierte SIEM-Erkennungsregel basierend auf CTI Intelligence
references:
  - https://tsecurity.de/
author: iShareStuff CTI Automated Detection Engine
date: 2026-09-25
logsource:
  category: network_connection
  product: any
detection:
  selection:
      CommandLine|contains:
        - 'exploit'
  condition: selection
falsepositives:
  - Legitime administrative Zugriffe oder Penetrationstests
level: high
tags:
  - attack.initial_access

Syntax validiert (0 Fehler)

rule CTI_Threat_Indicator {
    meta:
        author = "iShareStuff CTI Automated Detection Engine"
        date = "2026-09-25"
        description = "YARA Signature for "
    strings:
        $str = "Unlock the Secrets of Data Sci" ascii wide
    condition:
        any of them
}

Syntax validiert (0 Fehler)

index=security sourcetype IN ("cisco:asa", "pan:traffic", "zeek_conn", "suricata", "WinEventLog:Security")
("Unlock the Secrets of Data Science with ")
| stats count earliest(_time) as first_seen latest(_time) as last_seen by src_ip, dest_ip, dest_host, signature
| eval first_seen=strftime(first_seen, "%Y-%m-%d %H:%M:%S"), last_seen=strftime(last_seen, "%Y-%m-%d %H:%M:%S")
| sort - count

Syntax validiert (0 Fehler)

message: "*Unlock the Secrets of Data Science with *"

Syntax validiert (0 Fehler)

CommonSecurityLog
| where Message has "Unlock the Secrets of Data Science with "
| summarize EventCount = count(), FirstSeen = min(TimeGenerated), LastSeen = max(TimeGenerated) by SourceIP, DestinationIP, DestinationPort, Activity
| extend DetectionRule = "iShareStuff-CTI-Compiled"
| sort by EventCount desc

🎯

MITRE ATT&CK Matrix Navigator 14 Taktiken

Reconnaissance

Resource Development

Initial Access

Execution

Persistence

Privilege Escalation

Defense Evasion

Credential Access

Discovery

Lateral Movement

Collection

Command and Control

Exfiltration

Impact

💡 Tipp: Klicken Sie auf eine TTP, um Gegenmaßnahmen und SIEM-Erkennungsregeln anzuzeigen.Enterprise Matrix v14.1

🚀 Auf tsecurity.de entdecken

◀ VORHERIGER BEITRAG 1 Min

CVE-2008-3205 | Easy-Script Wysi Wiki Wyg 1.0 index.php path traversal (EDB-6042 / XFDB-43717)

Sicherheitslücken (CVE)

NÄCHSTER BEITRAG 5 Min

Building a Scalable Multi-Tier Web Application on AWS

Sichere ProgrammierungWeiterlesen ▶

Blättern: Pfeiltasten [ ← ] [ → ] · Tasten j / k · mobil: Wischen

Fokus-Vektor:

Kognitive Analyse für identifizierte Bedrohung: Erhöhte Bedrohungslage im Bereich Unlock the Secrets of Data Science with .... Basierend auf 368k Vektor-Korrelationen werden sofortige Isolationsmaßnahmen für betroffene Endpunkte empfohlen.

🛡️ Angriffsfläche & Exposure

Netzwerk/Remote-Zugriff ohne Vorauthentifizierung möglich.

⚡ Empfohlene Sofortmaßnahmen

1. Perimeter-Inspektion: Relevante Portfreigaben und exponierte Endpunkte unverzüglich scannen.
2. Patch-Applikation: Hersteller-Hotfix einspielen oder betroffene Daemons in isolierte DMZ-Segmente überführen.
3. Telemetrie & EDR-Alerts: Prozessaufrufe und Child-Processes auf anomale Shell-Spawns überwachen.

🔗 Semantisch verwandte Zero-Days MariaDB 11.7 VEC

Schnell-Prompts für Analysten

⚠️ DEFANGED SANDBOX VIEW (tsecurity.de): Alle Netzwerkindikatoren und URLs wurden neutralisiert (2 Indikatoren entschärft). Nur zur defensiven Analyse!

Format: python

#!/usr/bin/env python3
# Exploit Title: PoC for Target
import socket, sys
target = '192[.]168[.]1[.]10'
url = 'hxxp://target[.]local/vuln'
s = socket.socket()
s.connect((target, 80))
s.send(b'GET / HTTP/1.1\r\nHost: target.local\r\n\r\n')

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