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Automatiser les tâches de cybersécurité avec Python

Google Career Certificates

Voici le septième cours de la Certification en cybersécurité de Google. Ces cours vous permettront d'acquérir les compétences dont vous avez besoin pour postuler à un emploi de niveau débutant dans le domaine de la cybersécurité. Vous vous appuierez sur votre compréhension des sujets qui ont été introduits dans le sixième cours de la Certification en cybersécurité de Google.

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Voici le septième cours de la Certification en cybersécurité de Google. Ces cours vous permettront d'acquérir les compétences dont vous avez besoin pour postuler à un emploi de niveau débutant dans le domaine de la cybersécurité. Vous vous appuierez sur votre compréhension des sujets qui ont été introduits dans le sixième cours de la Certification en cybersécurité de Google.

Dans ce cours, nous vous présenterons le langage de programmation Python et nous l'appliquerons au domaine de la cybersécurité afin d'automatiser certaines tâches. Pour commencer, nous aborderons les concepts fondamentaux de la programmation Python, notamment les types de données, les variables, les instructions conditionnelles et les instructions itératives. Vous apprendrez également à travailler en Python avec efficacité en développant des fonctions, en utilisant des bibliothèques et des modules et en rendant votre code lisible. Par ailleurs, vous travaillerez avec des données de type chaîne et liste, et découvrirez comment importer, analyser et déboguer des fichiers.

Les employés de Google qui travaillent actuellement dans le domaine de la cybersécurité vous guideront à travers des vidéos, des activités pratiques et des exemples qui simulent des tâches courantes de cybersécurité, et vous aideront à développer vos compétences pour vous préparer à l'emploi.

Les participants qui termineront cette certification seront aptes à postuler à des emplois de niveau débutant dans le domaine de la cybersécurité. Aucune expérience préalable n'est nécessaire.

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What's inside

Syllabus

Introduction à Python
Vous découvrirez le langage de programmation Python et son utilisation dans le domaine de la cybersécurité. Vous explorerez également les concepts fondamentaux de Python, notamment les types de données, les variables, les instructions conditionnelles et les instructions itératives.
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Écrire un code Python efficace
Vous allez apprendre à développer votre capacité à travailler avec Python. Vous apprendrez à connaître les fonctions Python prédéfinies et celles définies par l'utilisateur. Vous découvrirez également comment les modules permettent d'accéder à du code réutilisable. Enfin, vous rendrez votre code lisible.
Travailler avec des chaînes de caractères et des listes
Vous allez apprendre plus d'options pour travailler avec des chaînes et des listes en Python, et vous découvrirez des méthodes qui peuvent être appliquées à ces types de données. Vous appliquerez ces connaissances en créant un court algorithme. Enfin, vous utiliserez des expressions régulières pour rechercher des modèles dans des chaînes.
Le langage Python en pratique
Vous allez mettre Python en pratique et vous concentrer sur l'automatisation des tâches liées à la cybersécurité, ce qui nécessite de travailler avec des fichiers. Vous aller utiliser l'ouverture et la lecture de fichiers. Ensuite, vous apprendrez à analyser la syntaxe des fichiers et à structurer leur contenu. Enfin, vous vous concentrerez sur les stratégies de débogage du code.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Exploits Python, a widely-used language in cyber security
Taught by Google employees who work in cybersecurity
Appropriate for beginners in the cybersecurity field
Provides foundational skills development
Requires background knowledge of previous modules in the series

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Activities

Coming soon We're preparing activities for Automatiser les tâches de cybersécurité avec Python. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Automatiser les tâches de cybersécurité avec Python will develop knowledge and skills that may be useful to these careers:
Information Security Analyst
Information Security Analysts help protect an organization's computer networks and systems. They do this through vulnerability assessments, penetration testing, and security audits. Many Information Security Analysts come from a programming and engineering background, and this course in Python can help build a foundation in a programming language commonly used in the cybersecurity field.
Security Engineer
Security Engineers design, implement, and manage an organization's cybersecurity infrastructure. They work closely with Information Security Analysts to ensure that an organization's computer networks and systems are protected from cyberattacks. This course in Python can help Security Engineers to develop the programming skills needed to automate many of their tasks, freeing up time to focus on more strategic initiatives.
Cybersecurity Analyst
Cybersecurity Analysts investigate and respond to cyberattacks. They work with Information Security Analysts and Security Engineers to identify vulnerabilities in an organization's computer networks and systems and to develop and implement security measures to protect against these vulnerabilities. This course in Python can help Cybersecurity Analysts to develop the programming skills needed to automate many of their tasks, such as analyzing security logs and detecting malicious activity.
Security Consultant
Security Consultants help organizations to improve their cybersecurity posture. They work with organizations to identify their cybersecurity risks, develop and implement security plans, and train employees on cybersecurity best practices. This course in Python can help build a foundation in programming for Security Consultants, who often need to be able to understand and interpret complex security data.
Software Developer
Software Developers design, develop, and test software applications. Many Software Developers specialize in cybersecurity, developing software to protect organizations from cyberattacks. This course in Python can help build a foundation in programming for Software Developers who want to specialize in cybersecurity.
Data Analyst
Data Analysts collect, clean, and analyze data to identify trends and patterns. Many Data Analysts specialize in cybersecurity, using data to detect and investigate cyberattacks. This course in Python can help build a foundation in programming for Data Analysts who want to specialize in cybersecurity.
Network Administrator
Network Administrators manage an organization's computer networks and systems. They work to ensure that these networks and systems are running smoothly and securely. This course in Python can help Network Administrators to develop the programming skills needed to automate many of their tasks, such as monitoring network traffic and troubleshooting network problems.
Systems Administrator
Systems Administrators manage an organization's computer systems. They work to ensure that these systems are running smoothly and securely. This course in Python can help Systems Administrators to develop the programming skills needed to automate many of their tasks, such as installing and configuring software and troubleshooting system problems.
Database Administrator
Database Administrators manage an organization's databases. They work to ensure that these databases are running smoothly and securely. This course in Python can help Database Administrators to develop the programming skills needed to automate many of their tasks, such as creating and managing databases and backing up and restoring data.
Security Architect
Security Architects design and implement an organization's cybersecurity architecture. They work with Information Security Analysts and Security Engineers to ensure that an organization's computer networks and systems are protected from cyberattacks. This course in Python can help build a foundation in programming for Security Architects, who often need to be able to understand and interpret complex security data.
Cloud Engineer
Cloud Engineers design, build, and manage cloud computing systems. They work with organizations to migrate their applications and data to the cloud and to develop and implement cloud-based security measures. This course in Python can help build a foundation in programming for Cloud Engineers, who often need to be able to automate many of their tasks.
DevOps Engineer
DevOps Engineers work to bridge the gap between development and operations teams. They work to ensure that software applications are developed, tested, and deployed quickly and securely. This course in Python can help build a foundation in programming for DevOps Engineers, who often need to be able to automate many of their tasks.

Reading list

We've selected 11 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Automatiser les tâches de cybersécurité avec Python.
Provides a guide to writing efficient and maintainable Python code, covering topics such as data structures, algorithms, and code organization.
Provides a comprehensive guide to using Python for machine learning, covering topics such as data preprocessing, model selection, and evaluation.
Provides a comprehensive guide to using Python for deep learning, covering topics such as neural networks, convolutional neural networks, and recurrent neural networks.
Provides a comprehensive reference to the Python programming language.

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