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Lamia Labello

في نهاية هذا المشروع، ستتعرف إجمالا على برنامج سْكِيل المتخصص في البرمجة ومميزاته، وستتعلم كيف يمكننك تثبيته على جهاز الكومبيوتر واتصاله بالخادم.

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في نهاية هذا المشروع، ستتعرف إجمالا على برنامج سْكِيل المتخصص في البرمجة ومميزاته، وستتعلم كيف يمكننك تثبيته على جهاز الكومبيوتر واتصاله بالخادم.

سيساعدك هذا البرنامج التعليمي على التعرف على بعض الممارسات الأساسية والمباشرة التي ستمكنك من تنفيذ مهام مثل تحديث البيانات على قاعدة بيانات أو استرداد البيانات من قاعدة بيانات. حيث سترى في المهمتين الأخيرتين كيفية معالجة وتنسيق البيانات لتحليلها.

وأيضا ستتمرن على ما تعلمته في هذه الدورة بإنجاز مهمتين عمليتين وذك لتطوير مكتسباتك ومهاراتك.

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What's inside

Syllabus

تحليل البيانات في سْكِيل: عالج و حلّل البيانات
في نهاية هذا المشروع، ستتعرف إجمالا على برنامج سْكِيل المتخصص في البرمجة ومميزاته، وستتعلم كيف يمكننك تثبيته على جهاز الكومبيوتر واتصاله بالخادم. سيساعدك هذا البرنامج التعليمي على التعرف على بعض الممارسات الأساسية والمباشرة التي ستمكنك من تنفيذ مهام مثل تحديث البيانات على قاعدة بيانات أو استرداد البيانات من قاعدة بيانات. حيث سترى في المهمتين الأخيرتين كيفية معالجة وتنسيق البيانات لتحليلها. وأيضا ستتمرن على ما تعلمته في هذه الدورة بإنجاز مهمتين عمليتين وذك لتطوير مكتسباتك ومهاراتك.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
تغطي تحليل البيانات وعرضها وتنسيقها ودمجها في بي إيه آي وبرنامج إكسيل
مناسب للمبتدئين الراغبين بتعلم البرمجة وتحليل البيانات
يركز على أساسيات تحليل البيانات بطريقة عملية لأغراض حل المشكلات
يتيح الفرصة للتفاعل مع قاعدة بيانات سكيل
يتطلب من المتقدمين مهارات برمجية أولية في بيثون

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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 تحليل البيانات في سْكِيل: عالج و حلّل البيانات with these activities:
Connect with experienced SQL professionals
Connecting with experienced SQL professionals will allow you to learn from their expertise and gain valuable insights into the field.
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  • Attend industry events and conferences.
  • Join online SQL communities and forums.
  • Reach out to SQL professionals on LinkedIn or other social media platforms.
Review SQL basics
Reviewing SQL basics will help you solidify your understanding of the fundamentals and prepare you for the more advanced concepts covered in this course.
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  • Go through your notes or textbooks from a previous SQL course or tutorial.
  • Take an online SQL quiz or practice test.
  • Complete some basic SQL exercises, such as creating tables, inserting data, and running queries.
Complete online SQL tutorials
Completing online SQL tutorials will allow you to learn at your own pace and focus on specific areas that you need to improve.
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  • Find a reputable online SQL tutorial website or platform.
  • Choose a tutorial that covers the topics you need to review or learn.
  • Follow the tutorial step-by-step and complete all the exercises.
Four other activities
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Solve SQL practice problems
Solving SQL practice problems will help you apply your knowledge and improve your problem-solving skills.
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  • Find a website or book that provides SQL practice problems.
  • Choose a set of problems that cover the topics you need to practice.
  • Solve the problems on your own, without looking at the solutions.
  • Check your answers against the solutions and identify any areas where you need improvement.
Assist other students in SQL forums
Assisting other students in SQL forums will help you solidify your understanding of the concepts and improve your communication skills.
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  • Join an online SQL forum or community.
  • Answer questions and provide guidance to other students.
  • Participate in discussions and share your knowledge.
Contribute to open-source SQL projects
Contributing to open-source SQL projects will allow you to learn from others and make a valuable contribution to the community.
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  • Find an open-source SQL project that interests you.
  • Review the project's documentation and codebase.
  • Identify an area where you can contribute.
  • Submit a pull request with your changes.
Develop a small SQL project
Developing a small SQL project will allow you to apply your skills and knowledge to a real-world scenario.
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  • Identify a small project that you can complete within the time frame of this course.
  • Design the database schema and create the necessary tables.
  • Populate the database with data.
  • Write SQL queries to retrieve and analyze the data.
  • Document your project and share it with others.

Career center

Learners who complete تحليل البيانات في سْكِيل: عالج و حلّل البيانات will develop knowledge and skills that may be useful to these careers:
Data Scientist
Data Scientists use their knowledge of programming, statistics, and machine learning to help businesses solve complex problems. They use data to build models that can predict future outcomes, identify trends, and optimize business processes. This course will help you develop the skills you need to succeed as a Data Scientist, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to use machine learning algorithms to build predictive models.
Machine Learning Engineer
Machine Learning Engineers design, build, and deploy machine learning models. They use their knowledge of programming, statistics, and machine learning to help businesses solve complex problems. This course will help you develop the skills you need to succeed as a Machine Learning Engineer, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to use machine learning algorithms to build predictive models.
Data Analyst
As a Data Analyst, you will use your knowledge of programming and data analysis to help businesses make informed decisions. You will collect, clean, and analyze data, and then create reports and visualizations to help stakeholders understand the data. This course will help you develop the skills you need to succeed as a Data Analyst, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to use visualization tools to create clear and concise reports.
Quantitative Analyst
Quantitative Analysts use their knowledge of mathematics, statistics, and programming to analyze financial data. They use this data to make recommendations on investments and other financial decisions. This course will help you develop the skills you need to succeed as a Quantitative Analyst, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to use statistical models to make predictions.
Database Administrator
Database Administrators manage and maintain databases. They ensure that databases are running smoothly and that data is safe and secure. This course will help you develop the skills you need to succeed as a Database Administrator, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to administer databases.
Data Engineer
Data Engineers design, build, and maintain data pipelines. They use their knowledge of programming, databases, and data warehouses to ensure that data is flowing smoothly and that it is available to analysts and other stakeholders. This course will help you develop the skills you need to succeed as a Data Engineer, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to design and build data pipelines.
Software Engineer
Software Engineers design, build, and test software applications. They use their knowledge of programming languages, software development tools, and software engineering principles to create software that meets the needs of users. This course will help you develop the skills you need to succeed as a Software Engineer, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to design and build software applications.
Business Analyst
Business Analysts help businesses understand and solve their problems. They use their knowledge of business processes, data analysis, and problem-solving to identify and solve problems. This course will help you develop the skills you need to succeed as a Business Analyst, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to solve business problems.
Market Researcher
Market Researchers study consumer behavior and trends. They use their knowledge of research methods, data analysis, and marketing to help businesses understand their customers and make better decisions. This course will help you develop the skills you need to succeed as a Market Researcher, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to conduct market research.
Product Manager
Product Managers manage the development and launch of new products and features. They work with engineers, designers, and marketers to ensure that products meet the needs of users. This course will help you develop the skills you need to succeed as a Product Manager, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to manage product development.
Financial Analyst
Financial Analysts evaluate and recommend investments. They use their knowledge of financial markets, data analysis, and investment strategies to help investors make informed decisions. This course will help you develop the skills you need to succeed as a Financial Analyst, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to evaluate investments.
Actuary
Actuaries use their knowledge of mathematics, statistics, and finance to assess risk and uncertainty. They work with insurance companies, pension funds, and other financial institutions to help them make informed decisions about risk management. This course will help you develop the skills you need to succeed as an Actuary, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to assess risk and uncertainty.
Statistician
Statisticians use their knowledge of mathematics, statistics, and data analysis to collect, analyze, and interpret data. They work in a variety of fields, including healthcare, finance, and marketing. This course will help you develop the skills you need to succeed as a Statistician, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to interpret data.
Data Visualization Specialist
Data Visualization Specialists use their knowledge of data analysis, design, and visualization tools to create clear and concise visualizations of data. They work with businesses to help them understand their data and make better decisions. This course will help you develop the skills you need to succeed as a Data Visualization Specialist, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to create data visualizations.
Business Intelligence Analyst
Business Intelligence Analysts use their knowledge of data analysis, business intelligence tools, and business processes to help businesses make better decisions. They work with businesses to identify and solve problems, and to improve performance. This course will help you develop the skills you need to succeed as a Business Intelligence Analyst, by teaching you how to use SQL to query databases, how to use Python to analyze data, and how to use business intelligence tools.

Reading list

We've selected seven 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 تحليل البيانات في سْكِيل: عالج و حلّل البيانات.
Provides a comprehensive overview of Scala programming, covering topics such as data structures, functional programming, and concurrency. It would be a useful reference for learners who want to gain a deeper understanding of Scala.
Provides a comprehensive overview of Scala programming for data science. It would be a useful reference for learners who want to learn more about data science using Scala.
Provides a collection of recipes and solutions to common problems encountered in Scala programming. It would be a useful reference for learners who want to quickly find solutions to specific problems.
Provides a comprehensive overview of Scala programming for machine learning. It would be a useful reference for learners who want to learn more about machine learning using Scala.
Provides a fast-paced introduction to Scala programming. It would be a useful reference for learners who want to quickly get started with Scala.
Provides a comprehensive overview of functional programming in Scala. It would be a useful reference for learners who want to learn more about functional programming concepts.

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