現役シリコンバレーエンジニアが教えるPython 3 入門 + 応用 +アメリカのシリコンバレー流コードスタイル from Udemy

このコースでは、Python3の基礎である入門コースを一通り終えた後に、今後のアプリケーション開発に役立つためのPythonのテクニックやデーターベースアクセス(SQLite, MySQL, MongoDB, SQLAlchemy, memcached, Hbase, neo4j etc)、WEB(Flask, socket, RPC etc)、インフラ自動化(Fabric, Ansible)、並列化(スレッド、マルチプロセス)、テスト(Unittest, pytest, Tox, Selenium, etc)、暗号化(pycrypto, hashlib)、グラフィック(turtle, Tkinter)、データ解析(numpy, pandas, matplotlib, scikit-learn), キューイングシステム(ZeroMQ, Celery)、非同期処理(asyncio)などのPythonを使った応用編を取り入れております。

また、Pythonのコードをただ書いて、プログラムが動けば良いというだけではなく、コードスタイルに関しても言及しております。pythonicにと言われるように、PythonはPythonらしく綺麗でわかりやすいコードを書くことが大切です。

私が10年以上勤務しているアメリカのシリコンバレーのIT企業ですが、どの企業にも世界の多くの国から、良いプログラマーが集まってきます。そのため、他の国から来た異文化の人がコードを読んでも理解できるように綺麗に書かなければなりません。

日本では、他の人にはわからない難しいコードが書ける人が素晴らしいプログラマーだとされる傾向がありますが、シリコンバレーでは、いかに綺麗にわかりやすいコードを書けるかが重要となって来ております。アメリカでは、解雇や転職などの機会も多く、コードは常に誰か新しいメンバーが入って来てもすぐにわかるようにしなければならないため、他の人にわかりにくいコードを書くブログラマーは解雇対象となってしまいます。

まずは、Pythonの基礎を学んで、アプリケーション開発の際には、コードスタイルに気をつけて、Pythonicなコードが書けるように目指しましょう。

皆様の今後のご活躍にお役に立てるようなコースとなれば幸いです。それでは、今後の皆様のご活躍を祈っております。

What's inside

Syllabus

ここから開始しましょう。

はじめに

アメリカ本社のUdemyオフィスに遊びに行ってきました

講義の話すスピードを変更したい場合

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Teaches Python, which is one of the world's most popular and established programming languages

Covers a wide range of topics from basic to advanced Python programming

Emphasizes Pythonic coding style, which is essential for writing clean and readable code

Provides a thorough introduction to Python and covers all the essential concepts

Taught by an experienced instructor who is an expert in Python programming

Suitable for both beginners and experienced programmers looking to enhance their Python skills

Reviews summary

Python基礎から応用、シリコンバレー流儀

受講生によると、このコースはPythonの基礎から始めて、データベース、Web開発、データ分析など幅広い応用トピックをカバーしている点が評価されています。特に現役シリコンバレーエンジニアによる実践的な視点や、アメリカのシリコンバレー流コードスタイルに重点を置いている点が他の多くの入門コースとは異なるユニークな特徴として挙げられています。しかし、入門部分と応用部分のレベル差を感じる受講生もおり、応用トピックがやや網羅的すぎると感じる声もあります。全体として、基礎を固めつつ、将来的な応用を見据えたいキャリア志向の学習者に適しているようです。

様々な実践的な応用トピックをカバー。

"Pythonの基本だけでなく、DBやWebなど色々な分野に触れられて良かった。"

"単なる入門で終わらず、今後の学習の方向性を見つけるのに役立ちました。"

"データ分析や非同期処理など、興味があった分野の入り口を知ることができた。"

実践的なコーディング規約が学べる。

"コードスタイルについて、実務で使える考え方を学べて非常に参考になった。"

"単に動くコードだけでなく、読みやすいコードを書く重要性が理解できた。"

"Silicon Valleyでの経験に基づいた話は説得力があり、モチベーションが上がった。"

一部で難易度の差を感じる。

"入門部分は丁寧だったが、応用に入ると急に難しくなったように感じた。"

"特定の応用トピックの解説がもう少し深ければ、より理解が深まったと思う。"

"広範囲をカバーするためか、個々の応用セクションはやや駆け足に感じた。"

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 現役シリコンバレーエンジニアが教えるPython 3 入門 + 応用 +アメリカのシリコンバレー流コードスタイル with these activities:

資料の整理

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講義資料を整理して復習しやすくしましょう。

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講義ノート、課題、クイズを整理する
資料にメモやマーカーを追加する

メモ作成

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講義内容の理解を自分の言葉で表現しましょう。

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講義内容をノートにまとめる
メモを見直して理解を深める

チュートリアル

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講義内容の理解を補完しましょう。

Browse courses on Python

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オンラインチュートリアルを見つける
チュートリアルに従って実装する

Four other activities

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問題演習

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講義で学んだ内容の理解を深めましょう。

Browse courses on Python

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演習問題を解く
間違えた問題を復習する

話し合い

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他の受講生と協力して理解を深めましょう。

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話し合いのテーマを決める
話し合いを行う
話し合いを振り返る

オープンソースへの貢献

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実務的なスキルを身につけてポートフォリオを充実させましょう。

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オープンソースプロジェクトを見つける
プロジェクトに貢献する
貢献内容をプルリクエストする

個人プロジェクト

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講義で学んだ内容を応用して実務的なプロジェクトを作成しましょう。

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プロジェクトのアイデアを考える
プロジェクトを設計する
プロジェクトを実装する

Career center

Learners who complete 現役シリコンバレーエンジニアが教えるPython 3 入門 + 応用 +アメリカのシリコンバレー流コードスタイル will develop knowledge and skills that may be useful to these careers:

Software Engineer

As a Software Engineer, you will be designing, developing, and maintaining software applications. This course will help you build a strong foundation in Python, a widely-used programming language in the tech industry. You will learn about Python's syntax, data structures, control flow, and object-oriented programming concepts. This knowledge will be invaluable as you work on developing and maintaining software systems.

See salaries and explore the career path for Software Engineer

Data Scientist

Data Scientists use their knowledge of programming, statistics, and data analysis to extract insights from data. This course will provide you with a strong foundation in Python, a popular programming language for data science. You will learn about data structures, data manipulation, and data visualization techniques, all of which are essential for success in this field.

See salaries and explore the career path for Data Scientist

Web Developer

Web Developers design and develop websites and web applications. This course will teach you the fundamentals of Python, a programming language that is widely used for web development. You will learn about web frameworks, databases, and other technologies that are essential for building and maintaining websites.

See salaries and explore the career path for Web Developer

Machine Learning Engineer

Machine Learning Engineers develop and deploy machine learning models to solve real-world problems. This course will provide you with a strong foundation in Python, a programming language that is widely used in machine learning. You will learn about data preprocessing, model training, and model evaluation, all of which are essential for success in this field.

See salaries and explore the career path for Machine Learning Engineer

Data Analyst

Data Analysts use their skills in data analysis to help businesses make informed decisions. This course will provide you with a strong foundation in Python, a programming language that is widely used for data analysis. You will learn about data cleaning, data manipulation, and data visualization techniques, all of which are essential for success in this field.

See salaries and explore the career path for Data Analyst

Quantitative Analyst

Quantitative Analysts use mathematical and statistical models to analyze financial data. This course will provide you with a strong foundation in Python, a programming language that is widely used in quantitative finance. You will learn about data analysis, modeling, and risk management techniques, all of which are essential for success in this field.

See salaries and explore the career path for Quantitative Analyst

Business Analyst

Business Analysts use their skills in data analysis and business process modeling to help businesses improve their operations. This course will provide you with a strong foundation in Python, a programming language that is widely used for business analysis. You will learn about data analysis, process modeling, and project management techniques, all of which are essential for success in this field.

See salaries and explore the career path for Business Analyst

Product Manager

Product Managers are responsible for the development and launch of new products. This course will provide you with a strong foundation in Python, a programming language that is widely used in product management. You will learn about data analysis, user experience design, and project management techniques, all of which are essential for success in this field.

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Project Manager

Project Managers are responsible for planning, executing, and closing projects. This course will provide you with a strong foundation in Python, a programming language that is widely used in project management. You will learn about project planning, scheduling, and risk management techniques, all of which are essential for success in this field.

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Systems Analyst

Systems Analysts are responsible for analyzing and designing computer systems. This course will provide you with a strong foundation in Python, a programming language that is widely used in systems analysis. You will learn about systems analysis, design, and implementation techniques, all of which are essential for success in this field.

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Database Administrator

Database Administrators are responsible for the management and maintenance of databases. This course will provide you with a strong foundation in Python, a programming language that is widely used in database administration. You will learn about database design, implementation, and maintenance techniques, all of which are essential for success in this field.

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Network Administrator

Network Administrators are responsible for the management and maintenance of computer networks. This course will provide you with a strong foundation in Python, a programming language that is widely used in network administration. You will learn about network design, implementation, and maintenance techniques, all of which are essential for success in this field.

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Security Analyst

Security Analysts are responsible for the protection of computer systems and networks from security threats. This course will provide you with a strong foundation in Python, a programming language that is widely used in security analysis. You will learn about security analysis techniques, risk management, and incident response procedures, all of which are essential for success in this field.

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Software Tester

Software Testers are responsible for testing and evaluating software applications. This course will provide you with a strong foundation in Python, a programming language that is widely used in software testing. You will learn about software testing techniques, test automation, and quality assurance procedures, all of which are essential for success in this field.

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Technical Writer

Technical Writers are responsible for creating and maintaining technical documentation. This course may help you build a strong foundation in Python, a programming language that is sometimes used in technical writing. You will learn about technical writing techniques, documentation tools, and project management skills, all of which are essential for success in this field.

See salaries and explore the career path for Technical Writer