We may earn an affiliate commission when you visit our partners.
Google Career Certificates
Google サイバーセキュリティ プロフェッショナル認定証の 7 つめのコースです。各コースでは初級サイバーセキュリティの職に必要なスキルを身につけることができます。
このコースでは、プログラミング言語 Python を学び、サイバーセキュリティの現場でタスクを自動化するために適用します。まず、データ型、変数、条件文、イテレーション ステートメント（繰り返し構文）の処理など、Python によるプログラミングの基本的な概念に焦点を当てます。また関数の作成、ライブラリやモジュールの使用、コードの可読性など、Python を効果的に使用するための知識も身につけます。さらに文字列やリストのデータを扱い、ファイルのインポート、パース、デバッグの方法についても学んでいきます。
サイバーセキュリティの分野で働いている現職の Google 社員が最適なツールやリソースを使って一般的なサイバーセキュリティの業務を遂行する実践的な方法を指導します。また就職活動への準備も手助けします。
この認定プログラムを修了すると、エントリーレベルのサイバーセキュリティの職に応募できるようになります。過去の業務経験は不要です。
Register for this course and see more details by visiting:
OpenCourser.com/course/nzet6b/7
What's inside
Syllabus
入門編：Python
ここでは、プログラミング言語 Python について、また Python がサイバーセキュリティでどのように活用されているかを学びます。またデータ型や変数、条件文、反復文など、Python の基本的な概念についても学びます。
効果的な Python コードを記述する
Read more
Syllabus
入門編：Python
ここでは、プログラミング言語 Python について、また Python がサイバーセキュリティでどのように活用されているかを学びます。またデータ型や変数、条件文、反復文など、Python の基本的な概念についても学びます。
効果的な Python コードを記述する
Read more
ここでは、Python を扱うスキルをさらに向上させます。具体的には、Python のビルトイン関数とユーザー定義関数について学びます。また、モジュールが再利用可能なコードへのアクセスを提供する方法についても学び、最後にコードを読みやすくします。
文字列とリストを扱う
ここでは、Python で文字列やリストを扱うための選択肢を増やし、これらのデータ型に当てはまるメソッドを見つけ出します。この知識を応用して、短いアルゴリズムを書きます。最後に、正規表現を使用して文字列のパターンを検索します。
実践編：Python
ここでは、Python を使ったサイバーセキュリティ関連のタスクの自動化に焦点を当て、ファイルを扱う作業を実践します。まずファイルを開き資料を読み込み、次にファイルの解析とその内容の構造化について学びます。最後に、コードをデバッグする方法についても学んでいきます。
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
対象者は、サイバーセキュリティのキャリアをスタートしたい方またはスキルを磨きたい方です。
サイバーセキュリティのプロによって指導され、実践的なスキルを身につけることができます。
Google Career Certificates が認定しており、エントリーレベルのサイバーセキュリティの職応募に役立ちます。
過去の実務経験がなくても受講できます。
Python プログラミングの基本から習得できます。
Save this course
Save 7. Python を使ったサイバーセキュリティ タスクの自動化 to your list so you can find it easily later:
Save
Save
Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in 7. Python を使ったサイバーセキュリティ タスクの自動化 with these
activities:
Programming Concepts Review
Show steps
Review fundamental programming concepts to strengthen your foundation and facilitate a smoother transition into Python programming.
Browse courses on
Programming Fundamentals
Show steps
-
Revisit your previous programming courses or tutorials
-
Review basic data structures, algorithms, and control flow
-
Solve simple coding problems to test your understanding
Python in a Nutshell
Show steps
Review this book to familiarize yourself with Python fundamentals and establish a foundation for success in the course.
View
Pythonクイックリファレンス
on Amazon
Show steps
-
Read the book's introduction and the first 5 chapters
-
Complete the exercises at the end of each chapter
Study Group Discussions
Show steps
Join a study group to discuss course concepts, share knowledge, and support each other's learning, fostering a collaborative learning environment.
Browse courses on
Group Discussions
Show steps
-
Find or create a study group with fellow students
-
Establish regular meeting times for discussions
-
Prepare discussion topics in advance and facilitate knowledge sharing
Show all three activities
Programming Concepts Review
Show steps
Review fundamental programming concepts to strengthen your foundation and facilitate a smoother transition into Python programming.
Browse courses on
Programming Fundamentals
Show steps
Show steps
Show steps
- Revisit your previous programming courses or tutorials
- Review basic data structures, algorithms, and control flow
- Solve simple coding problems to test your understanding
Python in a Nutshell
Show steps
Review this book to familiarize yourself with Python fundamentals and establish a foundation for success in the course.
View
Pythonクイックリファレンス
on Amazon
Show steps
Show steps
Show steps
- Read the book's introduction and the first 5 chapters
- Complete the exercises at the end of each chapter
Study Group Discussions
Show steps
Join a study group to discuss course concepts, share knowledge, and support each other's learning, fostering a collaborative learning environment.
Browse courses on
Group Discussions
Show steps
Show steps
Show steps
- Find or create a study group with fellow students
- Establish regular meeting times for discussions
- Prepare discussion topics in advance and facilitate knowledge sharing
Show all three activities
Career center
Learners who complete 7. Python を使ったサイバーセキュリティ タスクの自動化 will develop knowledge and skills
that may be useful to these careers:
Cybersecurity Analyst
Cybersecurity Analyst
Cybersecurity Analysts protect computer systems, networks, and data from cyber threats. They use their skills in computer science and information security to prevent, detect, and respond to cyber attacks.
This course can help you build a foundation in Python programming, which is a valuable skill for Cybersecurity Analysts. Python is used in a variety of cybersecurity applications, such as intrusion detection, malware analysis, and data forensics.
Information Security Analyst
Information Security Analyst
Information Security Analysts plan and implement security measures to protect an organization's information systems and data. They use their knowledge of information security principles and best practices to identify and mitigate security risks.
This course can help you build a foundation in Python programming, which is a valuable skill for Information Security Analysts. Python is used in a variety of information security applications, such as vulnerability assessment, risk management, and incident response.
Security Engineer
Security Engineer
Security Engineers design, implement, and maintain security systems for organizations. They use their knowledge of security principles and best practices to protect organizations from cyber threats.
This course can help you build a foundation in Python programming, which is a valuable skill for Security Engineers. Python is used in a variety of security applications, such as vulnerability management, risk assessment, and incident response.
Network Security Engineer
Network Security Engineer
Network Security Engineers design, implement, and maintain network security systems. They use their knowledge of network security principles and best practices to protect networks from unauthorized access and attacks.
This course can help you build a foundation in Python programming, which is a valuable skill for Network Security Engineers. Python is used in a variety of network security applications, such as firewall configuration, intrusion detection, and traffic analysis.
Data Scientist
Data Scientist
Data Scientists use their knowledge of data science principles and best practices to extract insights from data. They use a variety of tools and techniques, including Python, to analyze data and identify patterns and trends.
This course can help you build a foundation in Python programming, which is a valuable skill for Data Scientists. Python is used in a variety of data science applications, such as data analysis, machine learning, and artificial intelligence.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. They use their knowledge of software engineering principles and best practices to create software that is reliable, secure, and efficient.
This course can help you build a foundation in Python programming, which is a valuable skill for Software Engineers. Python is used in a variety of software development applications, such as web development, mobile development, and data science.
Computer Programmer
Computer Programmer
Computer Programmers use their knowledge of programming languages and software development principles to create and maintain software applications. They use a variety of programming languages, including Python, to develop software that meets the needs of users.
This course can help you build a foundation in Python programming, which is a valuable skill for Computer Programmers. Python is used in a variety of software development applications, such as web development, mobile development, and data science.
Web Developer
Web Developer
Web Developers design, develop, and maintain websites. They use their knowledge of web development principles and best practices to create websites that are user-friendly, accessible, and efficient.
This course can help you build a foundation in Python programming, which is a valuable skill for Web Developers. Python is used in a variety of web development applications, such as web development frameworks, content management systems, and e-commerce platforms.
DevOps Engineer
DevOps Engineer
DevOps Engineers work to bridge the gap between development and operations teams. They use their knowledge of both software development and IT operations to create and maintain software systems that are reliable, secure, and efficient.
This course can help you build a foundation in Python programming, which is a valuable skill for DevOps Engineers. Python is used in a variety of DevOps applications, such as continuous integration, continuous delivery, and infrastructure automation.
Database Administrator
Database Administrator
Database Administrators design, implement, and maintain databases. They use their knowledge of database principles and best practices to ensure that databases are reliable, secure, and efficient.
This course can help you build a foundation in Python programming, which is a valuable skill for Database Administrators. Python is used in a variety of database administration applications, such as database migration, data backup, and performance tuning.
IT Manager
IT Manager
IT Managers plan, implement, and manage IT systems for organizations. They use their knowledge of IT principles and best practices to ensure that IT systems are reliable, secure, and efficient.
This course may help you build a foundation in Python programming, which is a valuable skill for IT Managers. Python is used in a variety of IT management applications, such as IT asset management, IT service management, and IT security management.
Cloud Engineer
Cloud Engineer
Cloud Engineers design, build, and maintain cloud computing systems. They use their knowledge of cloud computing principles and best practices to create and maintain cloud systems that are reliable, scalable, and cost-effective.
This course may help you build a foundation in Python programming, which is a valuable skill for Cloud Engineers. Python is used in a variety of cloud computing applications, such as cloud automation, cloud security, and cloud data analytics.
IT Auditor
IT Auditor
IT Auditors review and evaluate IT systems and processes to ensure that they are operating in accordance with applicable laws and regulations. They use their knowledge of IT auditing principles and best practices to identify and mitigate IT risks.
This course may help you build a foundation in Python programming, which is a valuable skill for IT Auditors. Python is used in a variety of IT auditing applications, such as IT risk assessment, IT compliance auditing, and IT forensic auditing.
IT Consultant
IT Consultant
IT Consultants provide consulting services to organizations on a variety of IT topics. They use their knowledge of IT principles and best practices to help organizations improve their IT systems and processes.
This course may help you build a foundation in Python programming, which is a valuable skill for IT Consultants. Python is used in a variety of IT consulting applications, such as IT strategy consulting, IT security consulting, and IT project management consulting.
IT Security Manager
IT Security Manager
IT Security Managers plan, implement, and manage IT security systems for organizations. They use their knowledge of IT security principles and best practices to protect organizations from cyber threats.
This course may help you build a foundation in Python programming, which is a valuable skill for IT Security Managers. Python is used in a variety of IT security applications, such as IT security risk assessment, IT security incident management, and IT security forensics.
For more career information including salaries, visit:
OpenCourser.com/course/nzet6b/7
Reading list
We've selected nine 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
7. Python を使ったサイバーセキュリティ タスクの自動化.
マルウェア分析の包括的なガイド。マルウェアの仕組み、検出、分析方法をカバーしています。
この本は、プログラミングの基礎を学習するのに役立ちます。Pythonの構文、データ型、制御フローについて説明しています。また、プロジェクトベースのアプローチを採用しており、実際のタスクでPythonの使用方法を学ぶことができます。
Concise and practical guide to using Python for data analysis. It covers essential topics such as data cleaning, data exploration, and data visualization.
Teaches you how to use Python to automate repetitive tasks. It great resource for anyone who wants to learn how to use Python for practical purposes.
ソーシャルエンジニアリングの達人であるケビン・ミットニックによる、ソーシャルエンジニアリングの技術と防止策に関する本。
この本は、Pythonを使用してタスクを自動化する方法を学習するのに役立ちます。Webスクレイピング、データ処理、ファイル操作に関する実践的な例を多数掲載しています。
Save
Classic in the field of cybersecurity. It provides a unique perspective on the human element of security, and how attackers can exploit it. While not directly related to Python, it valuable read for anyone interested in cybersecurity.
この本は、Pythonを使用してデータ分析を行う方法を学習するのに役立ちます。Pandas、NumPy、Matplotlibなどの主要なライブラリの使い方を説明しています。
この本は、Pythonを使用して機械学習モデルを作成する方法を学習するのに役立ちます。Scikit-Learn、Keras、TensorFlowなどの主要なライブラリの使い方を説明しています。
For more information about how these books relate to this course, visit:
OpenCourser.com/course/nzet6b/7
Share
Similar courses
Here are nine courses similar to
7. Python を使ったサイバーセキュリティ タスクの自動化.
8. 実践編：サイバーセキュリティ関連の職に就く準備
OpenCourser.com/course/3fhm82/8
8. 実践編：サイバーセキュリティ関連の職に就く準備
Most relevant
5. アセット、脅威、そして脆弱性
OpenCourser.com/course/qbfxfh/5
5. アセット、脅威、そして脆弱性
Most relevant
2. 安心を担う： セキュリティリスクの管理
OpenCourser.com/course/8ko9t4/2
2. 安心を担う： セキュリティリスクの管理
Most relevant
4. ツールを使いこなす：Linux と SQL
OpenCourser.com/course/ny7ziq/4
4. ツールを使いこなす：Linux と SQL
Most relevant
1.基礎知識：サイバーセキュリティとは
OpenCourser.com/course/9nhnne/1
1.基礎知識：サイバーセキュリティとは
Most relevant
6. 警告を発する： 検知と対応
OpenCourser.com/course/0fdc9j/6
6. 警告を発する： 検知と対応
Most relevant
3. つなぎ、守る：ネットワークとネットワーク セキュリティ
OpenCourser.com/course/zh06ow/3
3. つなぎ、守る：ネットワークとネットワーク セキュリティ
Most relevant
7. データ分析とR 言語
OpenCourser.com/course/hw9rqu/7
7. データ分析とR 言語
Most relevant
8. 学びの総仕上げとしての最終課題：ケーススタディ
OpenCourser.com/course/7olrnz/8
8. 学びの総仕上げとしての最終課題：ケーススタディ
Most relevant
Level
Introductory
Via
Coursera
Institution
Google
Instructor
Google Career Certificates
Language
日本語
Transcript
English
This course belongs to a
collection
called
Google サイバーセキュリティ. It's comprised of eight courses:
- 4. ツールを使いこなす：Linux と SQL
- 6. 警告を発する： 検知と対応
- 3. つなぎ、守る：ネットワークとネットワーク セキュリティ
- 7. Python を使ったサイバーセキュリティ タスクの自動化 (viewing)
- 8. 実践編：サイバーセキュリティ関連の職に就く準備
- 1.基礎知識：サイバーセキュリティとは
- 5. アセット、脅威、そして脆弱性
- 2. 安心を担う： セキュリティリスクの管理
Good to know
対象者は、サイバーセキュリティのキャリアをスタートしたい方またはスキルを磨きたい方です。
サイバーセキュリティのプロによって指導され、実践的なスキルを身につけることができます。
Google Career Certificates が認定しており、エントリーレベルのサイバーセキュリティの職応募に役立ちます。
過去の実務経験がなくても受講できます。
Python プログラミングの基本から習得できます。
Our mission
OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.
Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.
Find this site helpful? Tell a friend about us.
Affiliate disclosure
We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.
Your purchases help us maintain our catalog and keep our servers humming without ads.
Thank you for supporting OpenCourser.
© 2016 - 2024 OpenCourser