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بناء نموذج تعلم الآلة باستخدام Power BI

Nermin Elgrawany

بنهاية هذا المشروع ، ستكون خبير بكيفية عمل نموذج تعلم الآلة لاستخدامها في اي مجال باستخدام Power BI

Power BI هو تطبيق من Microsoft يتميز بالاحترافية في تحليل البيانات وعرضها وايضا لانشاء نموذج تعلم الآلة من خلال العمل على منصة Automated ML في Power BI، وخلال هذا المشروع ستتعلم كيفية انشاء تعلم الآلة نموذج التي تفيد في الاجابة على الاسئلة الخاصة بالعمل وايضا عمل تنبؤات وتوصيات وبالتالي المساعدة في اتخاذ القرار.

هذا المشروع مخصص للأشخاص المهتمين بمجال تحليل البيانات وال تعلم الآلة باستخدام Power BI ، ولذلك فان هذا المشروع ليس للمبتدئين، فطبعا المعرفة الأساسية بتعلم الآلة مهمة جدا للاستفادة من هذا المشروع مثل ما هو ال تعلم الآلة وانواعه والخوارزميات المختلفة المستخدمة وأيضا خطوات بناء النموذج.

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What's inside

Syllabus

بناء نموذج تعلم الآلة باستخدام Power BI

بنهاية هذا المشروع ، ستكون خبير بكيفية عمل نموذج تعلم الآلة لاستخدامها في اي مجال باستخدام Power BI Power BI هو تطبيق من Microsoft يتميز بالاحترافية في تحليل البيانات وعرضها وايضا لانشاء نموذج تعلم الآلة من خلال العمل على منصة Automated ML في Power BI، وخلال هذا المشروع ستتعلم كيفية انشاء تعلم الآلة نموذج التي تفيد في الاجابة على الاسئلة الخاصة بالعمل وايضا عمل تنبؤات وتوصيات وبالتالي المساعدة في اتخاذ القرار. هذا المشروع مخصص للأشخاص المهتمين بمجال تحليل البيانات وال تعلم الآلة باستخدام Power BI ، ولذلك فان هذا المشروع ليس للمبتدئين، فطبعا المعرفة الأساسية بتعلم الآلة مهمة جدا للاستفادة من هذا المشروع مثل ما هو ال تعلم الآلة وانواعه والخوارزميات المختلفة المستخدمة وأيضا خطوات بناء النموذج.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

مناسب للأشخاص المهتمين بمجال تحليل البيانات وال تعلم الآلة باستخدام Power BI

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Save بناء نموذج تعلم الآلة باستخدام Power BI to your list so you can find it easily later:

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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 بناء نموذج تعلم الآلة باستخدام Power BI with these activities:

Review course notes

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Summarizes and reinforces key concepts and information presented in the course.

Browse courses on Machine Learning

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Gather course notes, handouts, and assignments
Highlight important concepts and ideas
Review and summarize the notes regularly

Follow online tutorials

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Reinforces understanding of concepts covered in the course by providing additional examples and explanations.

Browse courses on Machine Learning

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Search for tutorials on machine learning and Power BI
Follow the instructions in the tutorials
Complete any exercises or assignments provided in the tutorials

Complete practice exercises

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Solidifies knowledge of machine learning concepts and techniques specifically used in a Power BI environment.

Browse courses on Machine Learning

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Review the course material on machine learning
Attempt the practice exercises provided in the course
Compare and analyze the results

Eight other activities

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ممارسة إنشاء نماذج تعلم الآلة في Power BI

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ستساعدك ممارسة إنشاء نماذج تعلم الآلة في تحسين مهاراتك في استخدام Power BI وبناء النماذج الدقيقة.

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جمع البيانات وإنشاء مجموعة بيانات في Power BI
استكشاف البيانات واختيار الميزات ذات الصلة
تدريب نماذج تعلم الآلة المختلفة باستخدام Power BI
تقييم أداء النماذج وتحسينها

اتباع دروس حول استخدام Power BI في تعلم الآلة

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سيساعدك اتباع الدروس في تحسين مهاراتك في استخدام Power BI لإنشاء نماذج تعلم الآلة.

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البحث عن دروس عبر الإنترنت حول Power BI وتعلم الآلة
اتباع الدروس خطوة بخطوة
تطبيق ما تعلمته في التدريبات العملية

Machine Learning Model for Business Problem

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Apply your knowledge by creating a machine learning model in Power BI to solve a real-world business problem, enhancing your practical skills in data analysis and problem-solving.

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Identify a suitable business problem that can be addressed with machine learning
Prepare and clean the data for analysis using Power Query
Use Power BI's Automated ML to train and evaluate different machine learning models
Deploy the best-performing model and monitor its results

Develop a machine learning model

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Provides hands-on experience in building and deploying a machine learning model using the skills learned in the course.

Browse courses on Machine Learning

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Identify a problem to solve using machine learning
Gather and prepare the data
Build and train the model
Deploy and evaluate the model

إنشاء نموذج تعلم آلي في Power BI لحل مشكلة تجارية

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سيمكنك إنشاء نموذج تعلم آلي لحل مشكلة تجارية من تطبيق المعرفة والمهارات المكتسبة في الدورة التدريبية.

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تحديد مشكلة تجارية مناسبة
جمع البيانات وإعدادها
إنشاء نموذج تعلم الآلة وتدريبه وتقييمه
بناء الحل وتقديم النتائج

Contribute to the Power BI Community

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Expand your knowledge and connect with the broader Power BI community by contributing to open-source projects, providing valuable insights and enhancing the ecosystem.

Browse courses on Community Involvement

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Explore the Power BI GitHub repository and identify areas where you can contribute
Submit bug reports, feature requests, or code improvements
Engage with the community by responding to discussions and participating in forums

مساعدة الآخرين في تعلم وتطبيق تعلم الآلة باستخدام Power BI

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سيساعدك توجيه الآخرين على ترسيخ فهمك لتعلم الآلة باستخدام Power BI وتعزيز مهاراتك في شرح المفاهيم للآخرين.

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الانضمام إلى مجتمعات التعلم عبر الإنترنت أو منتديات المناقشة
الإجابة على أسئلة الآخرين وتقديم الدعم
إنشاء المحتوى التعليمي الخاص بك مثل المقالات أو مقاطع الفيديو التعليمية

إنشاء محتوى تعليمي حول تعلم الآلة باستخدام Power BI

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سيساعدك إنشاء محتوى تعليمي على تحسين فهمك لتعلم الآلة باستخدام Power BI ويمكنه أيضًا مساعدة الآخرين على التعلم.

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اختيار موضوع مناسب ذو صلة بمحتوى الدورة
إجراء البحوث وتجميع المعلومات
إنشاء محتوى تعليمي مثل المقالات أو مقاطع الفيديو التعليمية
مشاركة المحتوى الخاص بك مع الآخرين

Career center

Learners who complete بناء نموذج تعلم الآلة باستخدام Power BI will develop knowledge and skills that may be useful to these careers:

Machine Learning Engineer

Machine Learning Engineers are responsible for developing and deploying machine learning models. This course would be helpful for Machine Learning Engineers because it would provide them with the skills to build and deploy machine learning models using Power BI. This course can help Machine Learning Engineers improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Machine Learning Engineer

Data Scientist

Data Scientists are responsible for using data to solve business problems. This course would be helpful for Data Scientists because it would provide them with the skills to build machine learning models that can be used to solve business problems. This course can help Data Scientists improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Data Scientist

Operations Research Analyst

Operations Research Analysts are responsible for using mathematical and analytical techniques to solve business problems. This course would be helpful for Operations Research Analysts because it would provide them with the skills to build machine learning models that can be used to solve business problems. This course can help Operations Research Analysts improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Operations Research Analyst

Financial Analyst

Financial Analysts are responsible for analyzing financial data and making recommendations on investment decisions. This course would be helpful for Financial Analysts because it would provide them with the skills to build machine learning models that can be used to analyze financial data and make recommendations on investment decisions. This course can help Financial Analysts improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Financial Analyst

Business Analyst

Business Analysts are responsible for analyzing business processes and identifying opportunities for improvement. This course would be helpful for Business Analysts because it would provide them with the skills to build machine learning models that can be used to identify opportunities for improvement. This course can help Business Analysts improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Business Analyst

Data Analyst

Data Analysts are responsible for collecting, cleaning, and analyzing data to help businesses make informed decisions. This course would be helpful for Data Analysts because it would provide them with the skills to build machine learning models that can be used to identify trends and patterns in data. This course can help Data Analysts stay up-to-date on the latest machine learning techniques and improve their ability to contribute to their organization's success.

See salaries and explore the career path for Data Analyst

Marketing Analyst

Marketing Analysts are responsible for analyzing marketing data and making recommendations on marketing campaigns. This course would be helpful for Marketing Analysts because it would provide them with the skills to build machine learning models that can be used to analyze marketing data and make recommendations on marketing campaigns. This course can help Marketing Analysts improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Marketing Analyst

Statistician

Statisticians are responsible for collecting, analyzing, and interpreting data. This course would be helpful for Statisticians because it would provide them with the skills to build machine learning models that can be used to analyze data. This course can help Statisticians improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Statistician

Insurance Analyst

Insurance Analysts are responsible for analyzing insurance data and making recommendations on insurance policies. This course would be helpful for Insurance Analysts because it would provide them with the skills to build machine learning models that can be used to analyze insurance data and make recommendations on insurance policies. This course can help Insurance Analysts improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Insurance Analyst

Product Manager

Product Managers are responsible for managing the development and launch of new products. This course would be helpful for Product Managers because it would provide them with the skills to build machine learning models that can be used to improve the performance of new products. This course can help Product Managers improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Product Manager

Data Engineer

Data Engineers are responsible for designing and building data pipelines. This course would be helpful for Data Engineers because it would provide them with the skills to build machine learning models that can be used to improve the performance of data pipelines. This course can help Data Engineers improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Data Engineer

Quantitative Analyst

Quantitative Analysts are responsible for using mathematical and statistical techniques to analyze financial data. This course would be helpful for Quantitative Analysts because it would provide them with the skills to build machine learning models that can be used to analyze financial data. This course can help Quantitative Analysts improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Quantitative Analyst

Actuary

Actuaries are responsible for assessing and managing financial risks. This course would be helpful for Actuaries because it would provide them with the skills to build machine learning models that can be used to assess and manage financial risks. This course can help Actuaries improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Actuary

Software Engineer

Software Engineers are responsible for designing, developing, and maintaining software applications. This course would be helpful for Software Engineers because it would provide them with the skills to build machine learning models that can be used to improve the performance of software applications. This course can help Software Engineers improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Software Engineer

Risk Manager

Risk Managers are responsible for identifying and managing risks. This course would be helpful for Risk Managers because it would provide them with the skills to build machine learning models that can be used to identify and manage risks. This course can help Risk Managers improve their skills and knowledge in using Power BI, which is a popular tool for building and deploying machine learning models.

See salaries and explore the career path for Risk Manager

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 بناء نموذج تعلم الآلة باستخدام Power BI.

Deciphering Data Architectures

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Provides comprehensive coverage of how to use Power BI for machine learning tasks. It covers the basics of machine learning, as well as more advanced topics such as feature engineering and model evaluation. It valuable resource for anyone who wants to learn how to use Power BI for machine learning.

(English) Deciphering Data Architectures: Choosing Between a...

بناء نموذج تعلم الآلة باستخدام Power BI

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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