رویداد به پایان رسیده است!
کارگـــاه آموزشی کاوش و تحلیل داده با Elasticsearch در تاریخ پنج‌شنبه ۲۰ آبان ۱۳۹۵ به پایان رسیده است. (جزئیات بیشتر)

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کارگـــاه آموزشی کاوش و تحلیل داده با Elasticsearch

شروع رویداد
سه‌شنبه ۱۸ آبان ۹۵ ۱۷:۰۰
پایان رویداد
پنج‌شنبه ۲۰ آبان ۹۵ ۱۶:۰۰
مکان رویدادتهران
موضوع رویدادتکنولوژی / برنامه نویسی
اضافه به تقویم
کارگـــاه آموزشی کاوش و تحلیل داده با Elasticsearch
برگزارکننده‌ی رویداد
تماس با برگزارکننده
۰۲۱۸۸۶۷۲۹۲۰
گزارش
مهلت ثبت‌نام برای این رویداد به پایان رسیده است.

توضیحات بیشتر

 تاریخ برگزاری:

جلسه اول:  18 آبان ( سه شنبه: از ساعت 17 الی 20)

جلسه دوم: 20 آبان (پنج شنبه: از ساعت 13 الی 16)

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کارگاه آموزشی کاوش و تحلیل داده باElasticsearch

 Elasticsearchیک موتور جستجو توزیع شده متن باز است که برای ذخیره، جستجو و تحلیل داده های حجیم، با قابلیت اعتماد بالا ومدیریت آسان طراحی شده است. از مهمترین جنبه های این ابزار قدرتمند سرعت در جستجو داده و انعطاف پذیری درتحلیل داده توسط زبان قدرتمند پرس و جو آن می باشد. این قابلیت ها کاربران را قادر می سازد که بر روی داده های حجیم بدون ساختار، نیمه ساخت یافته و سری زمانی به صورت برخط جستجو و تحلیل انجام دهند و Elasticsearch را به ابزاری ایده آل برای ذخیره و تحلیل آنی داده ها تبدیل کرده است. در حال حاضر شرکت های بزرگی همچون Uber, Facebook, Stackoverflow, Github و هزاران شرکت دیگر به صورت فزاینده از این تکنولوژی استفاده می کنند. در این کارگاه آموزشی شرکت کنندگان به صورت عملی با مفاهیم  ElasticsearchوهمچنینKibana ، Logstashو Beatها که محصولات دیگر شرکت  Elasticهستند و جهت جمع آوری، تبدیل، انتقال و دیداری سازی داده استفاده می شوند آشنا خواهند شد.

لازم به ذکر است که این کارگاه آموزشی قسمت اول از سری کارگاه های آموزشی آشنایی با تحلیل داده های حجیم می باشد. در کارگاه آموزشی بعدی ما به معرفی فریم ورکSpark و یادگیری ماشین برای داده های حجیم می پردازیم.

 ==================================================

  • اهداف کارگاه آموزشی:

❖ آشنایی با ذخیره و کاوش داده توسط elasticsearch

❖ آشنایی با دیداری سازی داده توسط Kibana

❖ آشنایی با جمع آوری، تبدیل و انتقال داده توسط  Logstashو Beatها

❖ آشنایی با داکر و معماری بر مبنای کانتینرها

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  • سیلابس کارگاه آموزشی:

آشنایی با Elasticsearch :

❖ موتورهای جستجو چگونه کار می کنند؟

❖  Elasticsearchیک موتورجستجوی توزیع شده

❖  تاریخچه Elasticsearch

❖ نصب و راه اندازی Elasticsearch

❖ مفاهیم بنیادی در Elasticsearch

  • node, cluster, shard, index, segment

تعامل با Elasticsearch توسط واسط Restful API

آشنایی با Mapping

جستجو، فیلتر و تجمیع!

  • آشنایی با Query DSL
  • آشنایی با Filtering
  • آشنایی با Aggregations

------------------------------------------------------------------------------------

  • آشنایی با Kibana

چرا Kibana؟

نصب و راه اندازی Kibana

معرفی index pattern

کاوش داده در Kibana

آشنایی با نمودارها

آشنایی با داشبوردها

------------------------------------------------------------------------------------

 

  • آشنایی با وLogstash و Beatها

جمع آوری، تبدیل و انتقال!

❖ معرفی پردازشInput - Filter - Output

آشنایی با انواع Inputها

آشنایی با انواع Filterها

آشنایی با انواع Outputها

چرا Beatها ؟

آشنایی با انواع Beatها

  • Filebeat, Topbeat, Metricbeat, PacketBeat, WinlogBeat, Libbeat

 

------------------------------------------------------------------------------------

  • آشنایی با داکر


داکر چیست؟

چرا داکر نیاز است؟

مقایسه داکر با ماشین مجازی

دستورات مهم داکر

 *******************************************************

مدرسین:

Hossein Akhlaghpour

Hossein Akhlaghpour is CEO and founder at Karansew. He has over two decades of experience leading enterprise scale software applications in the e-commerce, finance, and healthcare industries. He was software lead and program manager at GenapSys. Hossein was a technical manager leading the development of one of the top three strategic products at Velti, an advertisement multi-channel tracking system that could handle 50 billion records per month and that provided big data analytics to Velti’s partners. As a senior architect at eBay, Hossein was responsible for the development of an application that processed 200 million deals daily and integrated with more than 100 partners. The system used a cluster of in-house Hadoop based servers and processed more than one Terabyte of data daily. In the past, Mr.
Akhlaghpour has led teams of onsite/offshore developers and managed two multimillion-dollar projects using agile and scrum methodology.



Amirhossein Aleyasin

Amirhossein has MS in Computer Science from University of Illinois at Urbana-Champaign (UIUC). He is author of more than 14 papers and recipients of many prizes. He also has more than 8 years experience in industry as a software development and architect.  Amirhossein Aleyasin is founder & head of Technical Team at Karansew. He is completing his PhD's degree in the Department of Computer Science at the University of Illinois at Urbana-Champaign (UIUC). He received his Master’s degree in Computer Science from UIUC in 2015. He also got his Master's degree in Mechatronic Engineering in 2012 and Bachelor's degree in Computer Engineering in 2009 from Sharif
University of Technology. He is working on Information Management, Information Extraction and Text Mining areas. His research brings an integrated perspective to the analysis of unstructured and semi-structured data from three disciplinary points of view: data management, text mining and social network analysis. He
also has more than 8 years experience in industry as project manager, senior software engineer and database administrator. He has been a finalist or prize-winner in the Facebook Midwest Regional Hackathon, SignalFire Hacker Olympics, and the Iranian National Olympiad in Informatics. More recently, he was selected as a Siebel Scholar (Class of 2015), a $35K award that recognizes the academic excellence and demonstrated leadership of 85 students from top graduate schools each year in the world


Dr. Amin Sadeghi

Amin Sadeghi is founder & leading machine learning tam at Karansew. He completed his PhD in Computer Science at the University of Illinois at Urbana-Champaign. He worked on high performance machine learning and computer vision under David Forsyth. He received his Bsc from Sharif University in Iran. He has over ten years of experience in data science, visualization and computer vision. His work experience includes Google, Amazon and Adobe. He is an assistant professor at University of Tehran and teaching the Big Data course at UT for the first time

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مخاطبین: دانشجویان و فارغ التحصیلان رشته مهندسی کامپیوتر و مهندسی فناوری اطلاعات ( برنامه نویسان )

همراه داشتن لپ تاپ الزامی می باشد.

* برگزاری برنامه در تاریخ های مورد نظر منوط به حدنصاب رسیدن مخاطبین برنامه می باشد!

 

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مدرسین

حسین اخلاق پور

حسین اخلاق پور

Hossein Akhlaghpour


Hossein Akhlaghpour is CEO and founder at Karansew. He has over two decades of experience leading enterprise scale software applications in the e-commerce, finance, and healthcare industries. He was software lead and program manager at GenapSys. Hossein was a technical manager leading the development of one of the top three strategic products at Velti, an advertisement multi-channel tracking system that could handle 50 billion records per month and that provided big data analytics to Velti’s partners. As a senior architect at eBay, Hossein was responsible for the development of an application that processed 200 million deals daily and integrated with more than 100 partners. The system used a cluster of in-house Hadoop based servers and processed more than one Terabyte of data daily. In the past, Mr.
Akhlaghpour has led teams of onsite/offshore developers and managed two multimillion-dollar projects using agile and scrum methodology

امین صادقی

امین صادقی

Dr. Amin Sadeghi

Amin Sadeghi is founder & leading machine learning tam at Karansew. He completed his PhD in Computer Science at the University of Illinois at Urbana-Champaign. He worked on high performance machine learning and computer vision under David Forsyth. He received his Bsc from Sharif University in Iran. He has over ten years of experience in data science, visualization and computer vision. His work experience includes Google, Amazon and Adobe. He is an assistant professor at University of Tehran and teaching the Big Data course at UT for the first time

امیرحسین آل یاسین

امیرحسین آل یاسین

Amirhossein Aleyasin

Amirhossein has MS in Computer Science from University of Illinois at Urbana-Champaign (UIUC). He is author of more than 14 papers and recipients of many prizes. He also has more than 8 years experience in industry as a software development and architect. Amirhossein Aleyasin is founder & head of Technical Team at Karansew. He is completing his PhD's degree in the Department of Computer Science at the University of Illinois at Urbana-Champaign (UIUC). He received his Master’s degree in Computer Science from UIUC in 2015. He also got his Master's degree in Mechatronic Engineering in 2012 and Bachelor's degree in Computer Engineering in 2009 from Sharif
University of Technology. He is working on Information Management, Information Extraction and Text Mining areas. His research brings an integrated perspective to the analysis of unstructured and semi-structured data from three disciplinary points of view: data management, text mining and social network analysis. He
also has more than 8 years experience in industry as project manager, senior software engineer and database administrator. He has been a finalist or prize-winner in the Facebook Midwest Regional Hackathon, SignalFire Hacker Olympics, and the Iranian National Olympiad in Informatics. More recently, he was selected as a Siebel Scholar (Class of 2015), a $35K award that recognizes the academic excellence and demonstrated leadership of 85 students from top graduate schools each year in the world

آدرس:تهران خیابان آفریقا( جردن شمالی)،‌ بعد از پل میرداماد،‌ بن بست قبادیان شرقی،‌ پلاک3،‌ کافه آی تی