مشروع كابستون لشهادة تحليلات البيانات من Google: الانتهاء من دراسة الحالة from Coursera

هذه هي الدورة التدريبية الثامنة في شهادة تحليلات البيانات من Google. ستتاح لك الفرصة لإكمال دراسة حالة اختيارية، مما سيساعد في إعدادك للبحث عن وظيفة في مجال تحليل البيانات. يشيع استخدام دراسات الحالة من قبل أصحاب العمل لتقييم المهارات التحليلية. بالنسبة لدراسة حالتك، ستختار سيناريو قائم على التحليلات. ستطرح بعد ذلك أسئلة وتحضر وتعالج وتحلل وتتصور وتتصرف بناءً على البيانات من السيناريو. ستتعلم أيضًا مهارات أخرى مفيدة للبحث عن عمل من خلال مقاطع الفيديو التي تحتوي على أسئلة وإجابات شائعة للمقابلة، ومواد مفيدة لبناء محفظة عبر الإنترنت، والمزيد. سيستمر محللو بيانات Google الحاليون بإرشادك وتزويدك بالطرق العملية لإنجاز مهام محلل البيانات الشائعة باستخدام أفضل الأدوات والموارد.

سيتم تجهيز المتعلمين الذين يكملون برنامج الشهادة هذا للتقدم لوظائف المستوى التمهيدي كمحللين بيانات. لا تلزم خبرة سابقة.

بنهاية هذه الدورة، ستكون قادرًا على:

- التعرف على فوائد واستخدامات دراسات الحالة والمحافظ في البحث عن وظيفة.

- اكتشاف سيناريوهات مقابلة العمل في العالم الحقيقي وأسئلة المقابلة الشائعة.

- اكتشاف كيف يمكن أن تكون دراسات الحالة جزءًا من عملية مقابلة العمل.

- فحص ودراسة سيناريوهات دراسة الحالة المختلفة.

- لديك فرصة لإكمال دراسة الحالة لمحفظتك.

What's inside

Syllabus

التعرف على أساسيات كابستون

كابستون هو تتويج للإنجاز. في هذا الجزء من الدورة التدريبية، ستتعرف على مشروعات كابستون ودراسات الحالة والمحافظ، بالإضافة إلى كيفية مساعدة أصحاب العمل على فهم مهاراتك وقدراتك بشكل أفضل. ستتاح لك أيضًا فرصة لاستكشاف المحافظ عبر الإنترنت لمحللي البيانات الحقيقيين.

اختياري: بناء محفظتك

في هذا الجزء من الدورة التدريبية، ستحصل على نظرة عامة على مسارين محتملين لإكمال دراسة حالتك. يمكنك استخدام مجموعة بيانات من إحدى حالات الأعمال المقدمة أو البحث عن مجموعة بيانات عامة وإعداد دراسة حالة العمل لمجال ذي اهتمام شخصي. بالإضافة إلى ذلك، ستتعرف على العديد من المنصات لاستضافة دراسة الحالة المكتملة.

اختياري: استخدام محفظتك

من المفترض أن يتم عرض محفظتك واستكشافها. في هذا الجزء من الدورة، ستتعلم كيفية مناقشة محفظتك وإبراز مهارات معينة في سيناريوهات المقابلة. ستقوم أيضًا بإنشاء وممارسة عرض ترويجي قصير لدراسة حالتك. أخيرًا، ستكتشف كيفية وضع نفسك كأفضل متقدم لوظائف محلل البيانات مع نصائح مفيدة وعملية للمقابلة.

استخدام شهادتك

: يعد الحصول على شهادة تحليلات البيانات من Google بمثابة وسام شرف. إنها أيضًا شارة حقيقية. في هذا الجزء من الدورة التدريبية، ستتعلم كيفية المطالبة بشارة شهادتك وعرضها في الملف الشخصي على LinkedIn. ستتعرف أيضًا على مزايا البحث عن وظيفة التي يمكنك المطالبة بها كحامل شهادة، بما في ذلك الوصول إلى منصة Big Interview ومقابلات Byteboard.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Ideal for individuals transitioning into more advanced roles within data analytics

Can help experienced analysts improve their skills as they look to fill leadership roles

Provides an in-depth examination of case studies, which are common in data analyst interviews

Emphasizes the importance of building a portfolio, a valuable asset for job seekers in this field

Features guidance from現役 Google data analysts, offering practical insights into the profession

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 مشروع كابستون لشهادة تحليلات البيانات من Google: الانتهاء من دراسة الحالة with these activities:

جمع مواد الدورة التدريبية

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ستساعدك هذه المجموعة على تنظيم مواد الدورة التدريبية الخاصة بك والوصول إليها بسهولة.

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قم بتنزيل جميع مواد الدورة التدريبية على جهاز الكمبيوتر الخاص بك.
قم بإنشاء مجلد على جهاز الكمبيوتر الخاص بك لجميع مواد الدورة التدريبية.
قم بتنظيم مواد الدورة التدريبية في المجلد حسب النوع (على سبيل المثال، محاضرات، ومهام، واختبارات).

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Career center

Learners who complete مشروع كابستون لشهادة تحليلات البيانات من Google: الانتهاء من دراسة الحالة will develop knowledge and skills that may be useful to these careers:

Data Analyst

The Google Data Analytics Certificate Capstone Project course allows you to complete an optional case study that will help prepare you for job applications in the data analytics field. Case studies are regularly used by employers to measure analytical skills. Completing the case study for this course will help you build a portfolio of your work and demonstrate your proficiency in data analysis. This course is designed to help you gain the skills and knowledge you need to succeed in a data analyst role, including how to gather, clean, and analyze data, and how to communicate your findings to stakeholders.

See salaries and explore the career path for Data Analyst

Business Analyst

The Google Data Analytics Certificate Capstone Project course will help you develop the skills you need to succeed as a business analyst. You will learn how to identify and solve business problems using data, how to communicate your findings to stakeholders, and how to use data to make better decisions. This course also provides you with the opportunity to complete an optional case study that will help you demonstrate your skills to potential employers.

See salaries and explore the career path for Business Analyst

Data Scientist

The Google Data Analytics Certificate Capstone Project course can help you develop the skills you need to succeed as a data scientist. You will learn how to collect, clean, and analyze data, how to build and train machine learning models, and how to communicate your findings to stakeholders. This course also provides you with the opportunity to complete an optional case study that will help you demonstrate your skills to potential employers.

See salaries and explore the career path for Data Scientist

Marketing Analyst

The Google Data Analytics Certificate Capstone Project course is a great way to learn the skills you need to succeed as a marketing analyst. You will learn how to collect, clean, and analyze data, how to use data to understand customer behavior, and how to use data to make better marketing decisions. This course also provides you with the opportunity to complete an optional case study that will help you demonstrate your skills to potential employers.

See salaries and explore the career path for Marketing Analyst

Product Manager

The Google Data Analytics Certificate Capstone Project course can help you develop the skills you need to succeed as a product manager. You will learn how to collect, clean, and analyze data, how to use data to understand customer needs, and how to use data to make better product decisions. This course also provides you with the opportunity to complete an optional case study that will help you demonstrate your skills to potential employers.

See salaries and explore the career path for Product Manager

Statistician

The Google Data Analytics Certificate Capstone Project course can help you develop the skills you need to succeed as a statistician. You will learn how to collect, clean, and analyze data, how to use data to draw conclusions, and how to use data to make better decisions. This course also provides you with the opportunity to complete an optional case study that will help you demonstrate your skills to potential employers.

See salaries and explore the career path for Statistician

Financial Analyst

The Google Data Analytics Certificate Capstone Project course can help you develop the skills you need to succeed as a financial analyst. You will learn how to collect, clean, and analyze data, how to use data to understand financial trends, and how to use data to make better financial decisions. This course also provides you with the opportunity to complete an optional case study that will help you demonstrate your skills to potential employers.

See salaries and explore the career path for Financial Analyst

Risk Analyst

The Google Data Analytics Certificate Capstone Project course can help you develop the skills you need to succeed as a risk analyst. You will learn how to collect, clean, and analyze data, how to use data to identify and assess risks, and how to use data to make better risk management decisions. This course also provides you with the opportunity to complete an optional case study that will help you demonstrate your skills to potential employers.

See salaries and explore the career path for Risk Analyst

Operations Research Analyst

The Google Data Analytics Certificate Capstone Project course can help you develop the skills you need to succeed as an operations research analyst. You will learn how to collect, clean, and analyze data, how to use data to build mathematical models, and how to use data to make better operational decisions. This course also provides you with the opportunity to complete an optional case study that will help you demonstrate your skills to potential employers.

See salaries and explore the career path for Operations Research Analyst

Actuary

The Google Data Analytics Certificate Capstone Project course may be useful for those interested in a career as an actuary. You will learn about the principles of actuarial science, including how to use data to assess risk, how to price insurance products, and how to make better financial decisions.

See salaries and explore the career path for Actuary

Quantitative Analyst

The Google Data Analytics Certificate Capstone Project course may be useful for those interested in a career as a quantitative analyst. You will learn about the principles of quantitative analysis, including how to use data to build financial models, how to forecast financial trends, and how to make better investment decisions.

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Data Architect

The Google Data Analytics Certificate Capstone Project course may be useful for those interested in a career as a data architect. You will learn about the principles of data architecture, including how to design and build data warehouses, how to manage data quality, and how to use data to build business intelligence applications.

See salaries and explore the career path for Data Architect

Software Engineer

The Google Data Analytics Certificate Capstone Project course may be useful for those interested in a career as a software engineer. You will learn about the principles of software engineering, including how to design and build software applications, how to test and debug software, and how to use data to improve software quality.

See salaries and explore the career path for Software Engineer

Machine Learning Engineer

The Google Data Analytics Certificate Capstone Project course may be useful for those interested in a career as a machine learning engineer. You will learn about the principles of machine learning, including how to build and train machine learning models, how to evaluate machine learning models, and how to use machine learning to solve real-world problems.

See salaries and explore the career path for Machine Learning Engineer

Data Engineer

The Google Data Analytics Certificate Capstone Project course may be useful for those interested in a career as a data engineer. You will learn about the principles of data engineering, including how to design and build data pipelines, how to manage data quality, and how to use data to build machine learning models.

See salaries and explore the career path for Data Engineer