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البيانات الضخمة لعلم البيانات

Standard Course
Intermediate
Early Access

About the Course

هل لديك فضول بشأن الحوسبة السحابية والبيانات الضخمة؟ تعد دورة البيانات الضخمة لعلوم البيانات هي الحل الأمثل. في هذه الدورة، ستستكشف أدوات Amazon Web Services (AWS) الأساسية وSpark، وتتعلم كيفية إنشاء مشروع بيانات شامل وإدارته. بحلول نهاية الدورة، ستكون مجهزًا جيدًا لمواجهة تحديات الحوسبة السحابية ومستعدًا لمتابعة الوظائف في مجال البيانات الضخمة.

Learning Outcomes

بنهاية هذه الدورة سيكون المشاركون قادرين على:

  • اشرح المبادئ الأساسية للحوسبة السحابية ووصف خدمات AWS الأساسية للحوسبة والتخزين وتدفق البيانات والتعلم الآلي.
  • قم بإعداد مثيلات AWS EC2 وتكوينها وإدارتها لتشغيل تطبيقات سحابية مرنة وقابلة للتطوير.
  • قم بإنشاء مجموعات S3 وإدارتها لتخزين البيانات بكفاءة، والتفاعل معها باستخدام AWSCLI لعمليات الملفات.
  • قم بتنفيذ خطوط تدفق البيانات في الوقت الفعلي باستخدام Kinesis Firehose ومعالجة البيانات برمجيًا باستخدام مكتبة Python boto3.
  • استخدم Spark وEMR لمعالجة مجموعات البيانات الكبيرة وتحليلها من خلال الحوسبة الموزعة، وعمليات البيانات باستخدام Spark DataFrames.
  • قم بتطوير نماذج التعلم الآلي وتدريبها ونشرها باستخدام AWS SageMaker، وتطبيقها في سيناريوهات العالم الحقيقي.
  • استخدم خدمات AWS مثل Athena وQuicksight وBoto3 لإنشاء مسارات بيانات شاملة تتيح الاستعلام عن البيانات وتحليلها وتصورها

Curriculum

Tools

أوس
مثيلات EC2
دلاء AWS S3
أوس إي إم آر
صانع الحكيم
أوس أثينا
AWS كويك سايت
طوب البيانات
شرارة
بايثون
SQL
لينكس
كوكب المشتري
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STUDENT REVIEWS

What our graduates are saying

I had an incredible experience at this data science bootcamp! Coming in with no prior knowledge, I was amazed at how quickly I gained a solid understanding of the field. The curriculum is intensive and hands-on, allowing me to learn real, applicable skills through working on real client projects. The staff are exceptionally supportive and always ready to help. This bootcamp truly transformed my career path, and I couldn’t be more grateful for the knowledge and confidence I’ve gained. Highly recommended for anyone looking to break into data science!

My experience was awesome. I was taught by professional data engineers who shared their insights based on their professional experience. The topics covered are relevant to what employers are looking for and I enjoyed hands-on projects. I learned all the skills I needed to be a data engineer and I got a full-time offer as a data engineer, thanks to the mentors from WecloudData. I highly recommend this program. I was able to land interviews at Amazon, Yelp, CI Financial e.t.c

Deciding to go with WeCloudData was one of the best decisions I made during my career switch. Their Bootcamps are intense but they get you where you need to go. The instructors are amazing and the TAs very knowledgeable. Their client projects taught me a lot even after the bootcamp was done. I was able to land my current job thanks to the skills and training from the course.

I had the pleasure of attending WeCloudData’s Data Fundamentals bootcamp, which was fantastic. The highly qualified instructors used cutting-edge teaching techniques that greatly facilitated understanding the logic of coding and programming. They carefully progressed us from fundamental to more complex subjects, avoiding any feeling of overload. I wholeheartedly endorse this course for anyone hoping to become a data analyst—it’stheonly one you’ll need. The teachers are very outstanding!

This bootcamp provided me with the necessary technical skills and industry knowledge to secure a data job. The instructors are knowledgeable and shared everything they know to help me achieve my goals. The TAs are resourceful and patient answering my questions. The projects in the bootcamp enhanced my knowledge and impressed interviews. This is a wonderful bootcamp if you are looking to either imporve your skills or switch career!

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Common Questions

Find answers to your questions about the Learning Track
  • Standard Courses: Focused, short courses that build foundational or intermediate skills through hands-on exercises, enabling you to apply what you learn immediately.
  • Track Courses: Structured learning paths that guide you from beginner to advanced levels. They include practical projects that integrate multiple tools and workflows, aligned with industry best practices, helping you gain the skills and confidence to tackle real-world challenges.

No. Track Courses are only accessible through the Professional or Unlimited+ subscription plans.

  • Standard Plan gives you access to all Standard Courses.
  • Professional Plan gives you access to both Standard and Track Courses within your chosen domain.
  • Unlimited+ Plan provides full access to all courses — both Standard and Track — across all domains.

 

Yes, all courses are designed to be self-paced. Learn when it fits your schedule.

Each course includes prerequisites if needed. Many Standard Courses are beginner-friendly.

Still have questions?

If you have other queries or specific concerns, don’t hesitate to let us know. Your feedback is important to us, and we aim to provide the best support possible.

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