1. The document outlines various career paths and tips for working abroad, including relocating from one's home country to work overseas, searching for jobs in other countries, working as an expatriate in another country, and working as a Korean expatriate in overseas companies.
2. Specific career paths discussed include relocating from a home country employer to work overseas, searching for jobs abroad after returning from military service, working as an expatriate in foreign subsidiaries after gaining experience in Korean companies, and moving to a foreign country after working for a foreign subsidiary in Korea.
3. Tips provided include considering relocation assistance, language barriers, and seniority when pursuing international career opportunities.
QNBFS Daily Technical Trader Qatar - January 06, 2021 التحليل الفني اليومي لب...
The document provides a daily technical analysis of the QE Index and Qatar Aluminum stock. For the QE Index, it notes that the bullish pattern has been nullified as the index breached below support levels, but the major trend remains upward. Expected resistance is 10,722 and support is 9,700. For Qatar Aluminum, it discusses the upward trend and recent correction, expecting the price to continue rising with targets of QR1.033-1.07 based on bullish candlestick formations. A break above QR0.994 would trigger buying with discretionary stop-loss levels.
تا زمان انتشار این گزارش مجموع تعداد نمایش آگهی از ۲۰۰ میلیون گذشته و ۸ میلیون نصب از آن به دست آمده است. رکورد تعداد نمایش آگهی یک برنامه ۲,۴ میلیون بار نمایش بوده است. استفادهکنندگان از ابزار تبلیغات در جستوجوی بازار در این گزارش میتوانند نرخ هزینه متوسط تبلیغات (CPI) در جستوجوی بازار را در دستههای مختلف ببینید. آمارها نشان میدهد نرخ تبدیل شدن به خریدار در بین کاربرانی که برنامه را از طریق تبلیغات در جستوجو نصب میکنند ۴۵٪ بیشتر از کاربرانی است که برنامه را از راه جستوجوی عادی نصب میکنند.
Chinese Blogger Conference CIC Presentation Slides
This document discusses the technical challenges of blog mining and analysis in Chinese. It provides statistics on internet and blog usage in China and explores natural language processing challenges like word segmentation for the Chinese language. It also covers approaches to blog content categorization, sentiment analysis, and data processing techniques like OLAP for multi-dimensional analysis of blog data. Finally, it argues that while Chinese language analysis presents major challenges, technologies are becoming increasingly mature to make better sense of data from blogs and social media in China.
در گزارش فصلی تابستان ۹۸، کافهبازار به بیشترین کلمات جستجو شده در بازار پرداخته شده است. همچنین در این گزارش توزیع خرید کاربران برنامه و بازی در ساعتهای مختلف شبانه روز را مشاهده کنید. اطلاعات دستگاههای اندرویدی کاربران بازار، تغییرات نصب فعال دستههای مختلف در فصل جدید تابستان بیشترین رشد نصب فعال و بیشترین رشد در تعداد برنامه و تغییرات تعداد برنامههای منتشر شده در هر دسته از دیگر بخشهای این گزارش است.
در این گزارش، آمارهای تحلیلی تازهای از جمله دستههای پرتقاضا و کمرقیب در برنامهها و بازیها، حجم پراکندگی یا تمرکز درآمد در هر دسته و نیز بیشترین واژهها و برندهای جستجوشده در بازار ارائه شده است. همچنین در این گزارش توزیع خرید کاربران برنامه و بازی در ساعتهای مختلف شبانه روز را مشاهده کنید. اطلاعات دستگاههای اندرویدی کاربران بازار، تغییرات نصب فعال دستههای مختلف در فصل پاییز بیشترین رشد نصب فعال و بیشترین رشد در تعداد برنامه و تغییرات تعداد برنامههای منتشر شده در هر دسته از دیگر بخشهای این گزارش است.
The document discusses installing and configuring a PHP triad application on a Windows system. It provides steps for downloading the application file, extracting and installing it, configuring the MySQL database, and starting the Apache server to run the application. Contact information is also included for getting help with the process.
The document discusses the importance of unity, cooperation, and helping one another. It emphasizes that we should support each other through difficulties, respect each other's views, and work together toward the greater good. It also stresses living harmoniously and resolving disputes peacefully.
The document discusses improving education quality through strengthening teacher training programs. It talks about providing better training to teachers on teaching methods, educational content, and student evaluation. The goal is to ultimately enhance the learning experience for students.
The passage discusses an article titled "The Meaning of Asharq Al-Awsat" in three paragraphs. It summarizes the article's main ideas, which center around defining Asharq Al-Awsat newspaper and discussing its role in connecting the Arab world and addressing social and cultural issues in the region. The passage concludes by noting the article emphasizes the newspaper's mission to objectively shed light on important topics.
The document discusses broad topics ranging from daily life activities to social and political issues. It references things like podcasts, ipods, and casting calls. The writing includes phrases in different languages and discusses concepts like broadening one's perspectives.
The document discusses the characteristics of a new type of battery. It provides three key points about the battery: 1) It has a high energy density and can be quickly recharged. 2) It maintains a stable voltage during discharge. 3) It uses inexpensive and environmentally-friendly materials in its construction. The summary concludes that this new battery type has promising features for use in electric vehicles and grid-scale energy storage applications.
The President’s Speech in Cairo: A New Beginning - Pashto
President Obama’s speech in Cairo on America’s relationship with Muslim communities around the world. June 4th, 2009. http://www.whitehouse.gov/blog/newbeginning/
تأويل القرآن العظيم، سلسلة أنوار التنزيل وحقائق التأويل، المجلد الأول.
للعلامة الإنساني محمد أمين شيخو قدس سره.
جمع وتحقيق الأستاذ المربي عبد القادر يحيى الشهير بالديراني.
تنزيل من حضرة الله ورسوله العظيم إلى عباده الصادقين المخلصين وللحقّ على الباطل ناصرين، الذين يبغون وجه الحقّ والحقيقة والدين، ولو عارضت آراء المنحرفين، بل لو أطبق ضدّهم آل الثقلين ... من لا يخشون في الحقّ لومة لائم .. ولا ينزاحون عن طلب اليقين من ربّ اليقين ...
الذين امتحن الله قلوبهم للتقوى ...
ومن تكن برسول الله نصرته إن تلقه الأسد في آجامها تجم
محتويات الكتاب
1- تأويل سورة الفاتحة
2- تأويل سورة البقرة
3- تأويل سورة آل عمران
4- تأويل سورة النساء
The document discusses a complex philosophical concept. It describes the concept across multiple levels of abstraction using intricate language and symbolism. The overall message seems to analyze how understanding is developed through deep reflection on life's mysteries.
This monthly trend report from Trendbird provides information on emerging global trends and industry issues from November 1st to 30th, 2008. It offers a trend analysis service that filters crowdsourced data and daily updates on trends to help businesses anticipate future opportunities. The report also references Trendbird's trend database, sector experts, and global benchmarking to deliver practical information and new business ideas to clients.
Webken 03: Project Design for Optimaizing User Experience
This document discusses strategies for optimizing website design. It describes large-scale website design projects as having many interrelated parts and stakeholders. The document recommends taking a holistic, collaborative approach to website redesign projects that involves reconfiguring the entire site structure and shared interfaces. It also emphasizes the importance of user experience and usability testing during the design process.
This document discusses information architecture and usability. It provides an overview of information architecture and defines it. It then discusses various roles related to information architecture like information architects, interaction designers, and user experience designers. It provides tips for conducting information architecture work, such as creating site structures and wireframes. It also discusses methods for research like card sorting and provides examples of prototyping tools.
This article discusses IT governance based on two studies of large enterprises. It identifies five domains of key IT governance decisions: IT principles, architecture, infrastructure, business application needs, and prioritization/investment. The article also describes six approaches to IT decision-making ranging from centralized to decentralized models. It provides an example of the governance arrangements at United Parcel Service, which reflect the company's commitment to integrated solutions.
سیستم آموزشی کارآمد و پیشرفته در مدارس کانادا تعداد زیادی از خانوادهها را برای ثبتنام فرزندشان جهت تحصیل در مقطع دبیرستان به عنوان یکی از مهمترین پایههای تحصیلی در مدارس کانادا ترغیب میکند. دبیرستان، دورهای است که دانشآموزان، باید با یک انتخاب درست، مسیر خود را برای آینده شغلی و تحصیلی رقم بزنند. به همین دلیل تحصیل در مدارس با کیفیت کانادا برای بسیاری از اشخاصی که میخواهند در جهت رشد و شکوفایی استعداد خود گام بردارند مرحله حساسی است. برای تعداد زیادی از متقاضیان تحصیل در دبیرستانهای کانادا سوالاتی در رابطه با شرایط تحصیل، هزینهها و سیستم آموزشی حاکم بر این مقطع تحصیلی ایجاد میشود. برای دست یافتن به پاسخ سوالات خود در این مقاله با ما همراه باشید.
https://trustimm.com/study-high-school-in-canada/
گزارش توسعهدهندگان بازار در فصل بهار ۱۳۹۸Bazaar Insight
در گزارش فصلی بهار ۹۸ کافهبازار به موضوعات جدیدی از جمله هزینه تبلیغات در جستوجوی بازار هم پرداخته شده است. همچنین توسعهدهندگان هر استان که پرنصبترین برنامهها را تولید کردهاند به تفکیک استانی معرفی شدهاند که فایل کاملتر آن را در اینجا میتوانید مشاهده کنید. در این گزارش همچنین میتوانید اطلاعات دستگاههای اندرویدی کاربران بازار، ساعت خرید کاربران بازار، تغییرات نصب فعال دستههای مختلف در فصل جدید و تغییرات تعداد برنامههای منتشرشده در هر دسته را مشاهده کنید.
This document discusses the evolution of virtual worlds from 2D online communities to 3D environments. It notes that while originally pioneered in the US, many Asian countries like China, Japan and South Korea gained an early start through avatars and monetizing virtual goods. Today, virtual worlds come in many forms for gaming, education or business. The largest services are generally aimed at teens for gaming. No 3D virtual world has achieved significant revenue yet. As computing power increases, 3D virtual worlds may provide more advantages for sharing information and emotions.
QNBFS Daily Technical Trader Qatar - January 06, 2021 التحليل الفني اليومي لب...QNB Group
The document provides a daily technical analysis of the QE Index and Qatar Aluminum stock. For the QE Index, it notes that the bullish pattern has been nullified as the index breached below support levels, but the major trend remains upward. Expected resistance is 10,722 and support is 9,700. For Qatar Aluminum, it discusses the upward trend and recent correction, expecting the price to continue rising with targets of QR1.033-1.07 based on bullish candlestick formations. A break above QR0.994 would trigger buying with discretionary stop-loss levels.
تا زمان انتشار این گزارش مجموع تعداد نمایش آگهی از ۲۰۰ میلیون گذشته و ۸ میلیون نصب از آن به دست آمده است. رکورد تعداد نمایش آگهی یک برنامه ۲,۴ میلیون بار نمایش بوده است. استفادهکنندگان از ابزار تبلیغات در جستوجوی بازار در این گزارش میتوانند نرخ هزینه متوسط تبلیغات (CPI) در جستوجوی بازار را در دستههای مختلف ببینید. آمارها نشان میدهد نرخ تبدیل شدن به خریدار در بین کاربرانی که برنامه را از طریق تبلیغات در جستوجو نصب میکنند ۴۵٪ بیشتر از کاربرانی است که برنامه را از راه جستوجوی عادی نصب میکنند.
Chinese Blogger Conference CIC Presentation SlidesDenis Yu
This document discusses the technical challenges of blog mining and analysis in Chinese. It provides statistics on internet and blog usage in China and explores natural language processing challenges like word segmentation for the Chinese language. It also covers approaches to blog content categorization, sentiment analysis, and data processing techniques like OLAP for multi-dimensional analysis of blog data. Finally, it argues that while Chinese language analysis presents major challenges, technologies are becoming increasingly mature to make better sense of data from blogs and social media in China.
گزارش توسعهدهندگان بازار در فصل تابستان ۱۳۹۸Bazaar Insight
در گزارش فصلی تابستان ۹۸، کافهبازار به بیشترین کلمات جستجو شده در بازار پرداخته شده است. همچنین در این گزارش توزیع خرید کاربران برنامه و بازی در ساعتهای مختلف شبانه روز را مشاهده کنید. اطلاعات دستگاههای اندرویدی کاربران بازار، تغییرات نصب فعال دستههای مختلف در فصل جدید تابستان بیشترین رشد نصب فعال و بیشترین رشد در تعداد برنامه و تغییرات تعداد برنامههای منتشر شده در هر دسته از دیگر بخشهای این گزارش است.
گزارش توسعهدهندگان بازار در فصل پاییز ۱۳۹۸Bazaar Insight
در این گزارش، آمارهای تحلیلی تازهای از جمله دستههای پرتقاضا و کمرقیب در برنامهها و بازیها، حجم پراکندگی یا تمرکز درآمد در هر دسته و نیز بیشترین واژهها و برندهای جستجوشده در بازار ارائه شده است. همچنین در این گزارش توزیع خرید کاربران برنامه و بازی در ساعتهای مختلف شبانه روز را مشاهده کنید. اطلاعات دستگاههای اندرویدی کاربران بازار، تغییرات نصب فعال دستههای مختلف در فصل پاییز بیشترین رشد نصب فعال و بیشترین رشد در تعداد برنامه و تغییرات تعداد برنامههای منتشر شده در هر دسته از دیگر بخشهای این گزارش است.
The document discusses installing and configuring a PHP triad application on a Windows system. It provides steps for downloading the application file, extracting and installing it, configuring the MySQL database, and starting the Apache server to run the application. Contact information is also included for getting help with the process.
The document discusses the importance of unity, cooperation, and helping one another. It emphasizes that we should support each other through difficulties, respect each other's views, and work together toward the greater good. It also stresses living harmoniously and resolving disputes peacefully.
كتاب دراسات في_تعليم_القراءة_بمراحل_التعليم_العامفوزية الوهابية
The document discusses improving education quality through strengthening teacher training programs. It talks about providing better training to teachers on teaching methods, educational content, and student evaluation. The goal is to ultimately enhance the learning experience for students.
The passage discusses an article titled "The Meaning of Asharq Al-Awsat" in three paragraphs. It summarizes the article's main ideas, which center around defining Asharq Al-Awsat newspaper and discussing its role in connecting the Arab world and addressing social and cultural issues in the region. The passage concludes by noting the article emphasizes the newspaper's mission to objectively shed light on important topics.
The document discusses broad topics ranging from daily life activities to social and political issues. It references things like podcasts, ipods, and casting calls. The writing includes phrases in different languages and discusses concepts like broadening one's perspectives.
The document discusses the characteristics of a new type of battery. It provides three key points about the battery: 1) It has a high energy density and can be quickly recharged. 2) It maintains a stable voltage during discharge. 3) It uses inexpensive and environmentally-friendly materials in its construction. The summary concludes that this new battery type has promising features for use in electric vehicles and grid-scale energy storage applications.
The President’s Speech in Cairo: A New Beginning - PashtoObama White House
President Obama’s speech in Cairo on America’s relationship with Muslim communities around the world. June 4th, 2009. http://www.whitehouse.gov/blog/newbeginning/
تأويل القرآن العظيم، سلسلة أنوار التنزيل وحقائق التأويل، المجلد الأول.
للعلامة الإنساني محمد أمين شيخو قدس سره.
جمع وتحقيق الأستاذ المربي عبد القادر يحيى الشهير بالديراني.
تنزيل من حضرة الله ورسوله العظيم إلى عباده الصادقين المخلصين وللحقّ على الباطل ناصرين، الذين يبغون وجه الحقّ والحقيقة والدين، ولو عارضت آراء المنحرفين، بل لو أطبق ضدّهم آل الثقلين ... من لا يخشون في الحقّ لومة لائم .. ولا ينزاحون عن طلب اليقين من ربّ اليقين ...
الذين امتحن الله قلوبهم للتقوى ...
ومن تكن برسول الله نصرته إن تلقه الأسد في آجامها تجم
محتويات الكتاب
1- تأويل سورة الفاتحة
2- تأويل سورة البقرة
3- تأويل سورة آل عمران
4- تأويل سورة النساء
The document discusses a complex philosophical concept. It describes the concept across multiple levels of abstraction using intricate language and symbolism. The overall message seems to analyze how understanding is developed through deep reflection on life's mysteries.
This monthly trend report from Trendbird provides information on emerging global trends and industry issues from November 1st to 30th, 2008. It offers a trend analysis service that filters crowdsourced data and daily updates on trends to help businesses anticipate future opportunities. The report also references Trendbird's trend database, sector experts, and global benchmarking to deliver practical information and new business ideas to clients.
Webken 03: Project Design for Optimaizing User ExperienceNobuya Sato
This document discusses strategies for optimizing website design. It describes large-scale website design projects as having many interrelated parts and stakeholders. The document recommends taking a holistic, collaborative approach to website redesign projects that involves reconfiguring the entire site structure and shared interfaces. It also emphasizes the importance of user experience and usability testing during the design process.
This document discusses information architecture and usability. It provides an overview of information architecture and defines it. It then discusses various roles related to information architecture like information architects, interaction designers, and user experience designers. It provides tips for conducting information architecture work, such as creating site structures and wireframes. It also discusses methods for research like card sorting and provides examples of prototyping tools.
A Matrixed Approach to Designing IT GovernanceSangmin Cha
This article discusses IT governance based on two studies of large enterprises. It identifies five domains of key IT governance decisions: IT principles, architecture, infrastructure, business application needs, and prioritization/investment. The article also describes six approaches to IT decision-making ranging from centralized to decentralized models. It provides an example of the governance arrangements at United Parcel Service, which reflect the company's commitment to integrated solutions.
The document provides guidelines for developing a Lesson Plan (RM) in Bahasa Malaysia. It discusses the importance and key components of an effective RM, which includes objectives, teaching steps and activities, progress monitoring, and assessment. An RM helps teachers structure their lessons to achieve curriculum goals, avoid omissions, and adapt instruction based on student responses. It also connects religious lessons to students' environment and lives.
The document discusses Microsoft's mobile browser, Internet Explorer Mobile, covering its features such as a refreshed user interface, support for widgets and geolocation services, and demonstrations of browsing and using maps and location-based applications. It provides an overview of Internet Explorer Mobile's capabilities and improvements, including its support for a more optimized mobile experience, full browsing functionality, and tools to help manage data consumption.
This document provides guidance on conducting a 7-minute presentation (7分鐘報告). It outlines the 7 key sections to cover: 1) Product introduction 2) Market positioning and target customers 3) Business model and value proposition 4) Competitive advantages and differentiation 5) Development timeline and roadmap 6) Sales forecast and response plan 7) Common problems and solutions. Each section is then briefly described in 1-2 sentences. The document concludes by listing the top 10 common problems people face when doing a 7-minute presentation and provides some suggestions to improve.
This document provides information about Google Summer of Code 2008 including:
1) It is a program that allows students to work on open source projects over the summer.
2) Important application dates are listed ranging from February 25th to April 21st.
3) Eligible student projects include coding, documentation, design work, and more over the summer period.
This document discusses implementing a lean environment and the use of motion and time study tools to maintain it. Some key points include:
1. The nature of a lean environment focuses on eliminating waste and improving flow rather than mass production methods.
2. Motion and time study tools and techniques can be applied to identify improvements and maintain the lean environment.
3. Successful company transformations require preparing the workforce and defining roles in the change process, with support from both internal and external experts.
UGC allows users to generate and share content such as text, images, and videos by placing it on online platforms for others to view. Examples of UGC include blogs, wikis, video and photo sharing sites, podcasts, microblogging, and social networks. Research estimates that by 2010, the number of times UGC content is downloaded will exceed 650 billion times, generating $8.5 billion in revenue for UGC-based businesses. Common categories of UGC include blogs, wikis, video and photo sharing sites, podcasts, microblogging, social networks, news sites, functional tools, and educational content.
Android is an open-source software platform built primarily for touchscreen mobile devices like smartphones and tablets. It includes an operating system, middleware, and key applications. The Open Handset Alliance, a consortium of 84 technology companies including Google, hardware manufacturers, and telecommunication companies, was founded in 2007 to develop Android. The Android software development kit includes tools and APIs used to develop applications that can be published through Google Play.
This document provides information about the Sysview Confidential DataBoard, a digital signage and interactive whiteboard product. It describes the key features and functions of the DataBoard, including its touchscreen capabilities, automatic recording and sharing of audio and visual materials, ability to display various types of media content, and remote management system. Applications of the DataBoard discussed include modern digital education, conferences, multimedia classrooms, mobile cinemas, and digital signage.
Global Unichip Corp. is a Taiwanese fabless semiconductor company that provides IC design, manufacturing, and testing services. It was founded in 1987 and has grown to employ over 270 people. The company specializes in SOC design and has taped out numerous chip designs at various technology nodes down to 65nm. It has a diverse customer base including foundries, IDMs, and other fabless semiconductor companies.
The document describes the interface of the Maple worksheet. It discusses the menu bar, toolbar, context bar, and work sheet interface elements. It states that the menu bar includes options like file, view, and edit. The toolbar includes tools like plotting, formatting, and solving. The context bar provides information about the current object. The work sheet is where Maple computations and expressions are displayed.
- The document discusses design thinking research conducted by the author. It provides an overview of the author's academic background and research interests, which center around understanding the cognitive aspects of design processes and behaviors.
- The author's research uses protocol analysis and the Design Content Oriented Coding Scheme to analyze recorded think-aloud protocols from design experiments in order to understand designers' cognitive processes.
- Key areas of focus include conceptual design, perception in design, knowledge and situatedness, creativity, and methodological studies of design processes. The goal is to better understand design cognition and modeling of design processes.
The document discusses mobile medical computing and reviews of healthcare applications. It summarizes a few key papers on mobile medical computing reviews and applications that have been published in medical journals. Some popular healthcare applications mentioned include Epocrates and Epocrates Essentials.
د.نادية باعشن - ملتقى سيدات الأعمال الثالثRiyadhBWF
ورشة عمل: (تطوير الأساليب الحديثة في إدارة الأعمال بواسطة B2B و B2C)
د. نادية باعشن:مدير عام إدارة المسئولية الاجتماعية بمجموعة دلة البركة
ملتقى سيدات الأعمال الثقافي الثالث المقام إنتركونتننتال الرياض برعاية الغرفة التجارية
1. The document discusses the opportunities and challenges for mobile IPTV as it converges with the web and mobile technologies.
2. Key issues discussed include developing business models, delivering personalized and interactive content, and taking advantage of the unique aspects of mobility and social features of mobile.
3. For mobile IPTV to succeed, the summary argues it must go beyond simple TV to offer interactive and converged experiences, while also leveraging the mobility and social aspects of the mobile platform.
The document summarizes an identity conference held by NTT regarding the Liberty Alliance ID-WSF 2.0 "People Service". It discusses how traditional SNS platforms are fragmented because each maintains separate user profiles, authentication, and social networking functions. It then introduces the concept of a People Service that would enable interoperability across platforms by centrally managing user identity information and attributes according to common standards, allowing single sign-on across multiple sites. The People Service is proposed to provide functions for creating, updating, deleting, and accessing user profile data on behalf of relying platforms and users.
Curriculam vitae/Biodata of Dr.C.P.Prince 2024.DR.PRINCE C P
Dr. C. P Prince.,M.Sc PhD is presently working as HOD and Associate Professor,
Department of Microbiology, Mother Theresa Post Graduate and Research Institute of
Health Sciences (Government of Puducherry Institution) .Hailing from Kunnamkulam,
Thrissur, Kerala. Did his Schooling at Ponnani, Under graduation at Guruvayoor Sree
Krishna College , Post graduation at Kasturba medical college, Manipal. And PhD from
Kalinga University.
Started his career as Lecturer of Microbiology at SRM Dental College, Chennai in the
year 1999. Apart from research articles he has authored 4 text books in Microbiology
and 2 patents . Member of various academic and research committees in Universities
and institutions across India.
Also translated and published Tamil poet Erode Tamilanban's 2 books into Malayalam.
In the social and cultural field, Served as General secretary of Pondicherry Kerala
Samajam, President of Intercultural Association of Puducherry; played pivotal role in
establishing All India Malayalee Association state unit in Pondicherry; President of
MTIHS Staff Welfare Association; Trustee member of Pondicherry Sree Muthappan
Seva Samithi, Convener of Sahodaran Ayyappan Memorial Narayana Guru Samithi,
Convener of Puducherry Sri Guruvayoorappan Kshethra Samithi, Member of Puduvai
Natya Mantram, Member of Indian red cross society, Convener of Red Ribbon Club etc.
Received following Awards: 1. Best Associate Professor in Microbiology-2017(Instituted
by Pearl Foundation, Madurai, Tamilnadu) 2. “Har Gobind Khorana Best Scientist Award”
for Microbiology -202 by Bose Science Society Established under the Charter of
Tamilnadu Scientific Research Organisation. 3. “Gurudeva Seva Puraskaram” award for
the excellence in the field of Education and social service during the Guru Dakshina-
2024 instituted by Dharma Probhodhanam Trust, Kerala.
Address:
Dr. C. P Prince.,M.Sc PhD
HOD and Associate Professor,
Department of Microbiology,
Mother Theresa Post Graduate and Research Institute of Health Sciences (Government
of Puducherry Institution)
Gorimedu
Pondicherry
India 605008
Phone:9345413279
Email. cpprincepni@gmail.com
Rissa May at 19_ A Rising Star in Entertainment and Environmental Activism.pptxashishkumarrana9
Fresh talent is usually sought for in the entertainment business, and Rissa May Age 19, surely drew its attention. This young actress and model is rapidly making herself a force to be reckoned with with her mesmerizing screen presence and varied acting range. But it’s not just her skill in front of the camera that’s drawing attention—May’s fervent environmental campaigning and dedication to sustainable development are also getting her much praise.
The Chartered Facilities Manager.PREVIEW.pdfGAFM ACADEMY
The Chartered Facilities Manager (ChFM) is a gold-standard certification exclusively from the Global Academy of Finance and Management ®. Earning this certification demonstrates that you have skills and experience in facilities management which include the maintenance of buildings, road maintenance, manufacturing plants, tools and machineries, heating, ventilation and air-conditioning systems, ensuring that the facilities meet statutory requirements and comply with occupational health and safety standards.
It forms the basis of the assessment that individuals must pass to earn the Chartered Facilities Manager status and inclusion in the Directory of The GAFM Academy of Finance and Management Certified Professionals. Individuals with several years of experience in facilities management are encouraged to acquire this certification.
https://gafm.com.my/digital-certification/gafm-book-shop/
https://gafm.com.my/digital-certification/application-for-certification/
Resumes, Cover Letters, and Applying OnlineBruce Bennett
This webinar showcases resume styles and the elements that go into building your resume. Every job application requires unique skills, and this session will show you how to improve your resume to match the jobs to which you are applying. Additionally, we will discuss cover letters and learn about ideas to include. Every job application requires unique skills so learn ways to give you the best chance of success when applying for a new position. Learn how to take advantage of all the features when uploading a job application to a company’s applicant tracking system.
You have been assigned to manage a project but have no clue how and where to begin. It sounds like an opportunity but it can also turn out to be a disaster if you do not possess the knowledge and skills.
You must have come across a book called The Project Management Body of Knowledge which is most commonly called PMBOK. PMBOK is about processes, tools, and techniques to manage a project. It does not talk about the art and science of executing a project from the initial phase to the end of the project life cycle. PMBOK introduces you to a bunch of processes that you may use in managing a project, initiation processes for the project initiation phase, planning group of processes that you may apply during the planning phase, and the list goes on. After reading the PMBOK guide, you still have no idea where to begin. If you do not have the time then what you need is a book that will provide a birds-eye view and content that is sufficient enough to assist you in kicking off a project. Get this book now and begin to kick off a project like a pro.
To purchase, visit: https://gafm.com.my/gafm-book-shop/
Biography and career history of Matthew Herzberger.pdfMatthew Herzberger
Matthew Herzberger, the dynamic founder of MVE IT Logistics, has transformed from an insightful youngster in a business-oriented family to a successful entrepreneur and dedicated golfer.
Guide for a Winning Interview - July 8, 2024Bruce Bennett
This webinar is an in-depth review of the interview process. Preparation is a key element to acing an interview. Learn the best approaches from the initial phone screen to the face-to-face meeting with the hiring manager. You will hear great answers to several standard questions, including the dreaded “Tell Me About Yourself”.
Greater Noida @ℂall @Girls ꧁❤ 9873777170 ❤꧂VIP Yogita Mehra Top Model Safe
커리어특강자료_글로벌커리어 및 인공지능 커리어
1. 해외 이직 및 성장 경험; 인공지능 분야 커리어에 대한 고찰
Image: used under license from shutterstock.com
29 Oct, 2020 카이스트 경영대학
김인준, 정보경영 석사과정(IMMS) 2013
Vice President, United Overseas Bank
[Contact]
blog: injunkim.com
Email: injune.kim@gmail.com
2. 2
Bio – InJun Kim(김인준)
KAIST 정보경영 석사과정(IMMS) 2013, 최우수 논문상
현 United Overseas Bank, Singapore, Vice President, Group AI Strategy
전 Munich Re, Singapore, Lead Data Scientist, Data Science Service
전 IBM GBS(Watson), Hong Kong, Sr. Engagement Manger, Insurance AI
전 IBM GBS(Watson), Korea, Cognitive & Analytics, Managing Consultant
전 PwC Korea, Senior Consultant, Performance Improvement Consulting
‘인공지능 모델 편향 리스크 및 거버넌스 프레임워크’ 관련 강의 및 발표
• 성균관대학교 인공지능대학원, 전문가 초청 세미나 ‘인공지능 모델 편향 리스크’, 10월 ‘20년
• 카이스트 정보미디어 MBA, 정보경영 석사과정 등 특강 ‘인공지능 도입 전략’, 11월 ‘20년
• AI Summit 2020 in Seoul, 12월 ‘20년
3. I. 해외 이직 및 성장 경험
1. 해외 이직 경로 들 및 장단점
2. 나의 경로 및 Tips
3. 글로벌 커리어를 추구하게 된 이유
4. 성공이 아닌 성장
Topics Outline
3
II. AI 및 Data Science 커리어
1. 채용 트렌드(팬데믹 상황 하)
2. 직무에 대한 고찰
3. 진입 전략
4. 제언
III. Q&A
4. I. 해외 이직 및 성장 경험
1. 해외 이직 경로 들 및 장단점
2. 나의 경로 및 Tips
3. 글로벌 커리어를 추구하게 된 이유
4. 성공이 아닌 성장
Topics Outline
4
II. AI 및 Data Science 커리어
1. 채용 트렌드(팬데믹 상황 하)
2. 직무에 대한 고찰
3. 진입 전략
4. 제언
III. Q&A
5. 5
1. 해외 이직 경로 들 및 장단점
I. 해외 이직 및 성장 경험
경로 장점 단점
1.외국계 회사 서울 오피스 → 해외 오피스
Relocation
• 이직이면서 이직이 아님
• 적응이 빠름
• Relocation 옵션 중 선택
• 낮은 확률
• 평소에 쌓은 평판 > 인터뷰
2.목표 국가로 나감 → 현지에서 Job을
찾는 경우
• 비자 해결 후 지원, 대면 인터뷰 등 참여 가능 • (6개월)안에 Job을 찾지 못하면
떠나야함(나라, 학교의 랭킹에 따라
다름) ; 생활비 ; 불확실성
3.한국기업 → 해외 주재원 • Relocation(현지정착/자녀교육대한 경제적인
지원
• 현지사업의 운영관리 역할을 담당하게 됨에
따라 기존 현업업무보다 폭넓은 경험
• 업무 특성 상 몸은 해외에 있지만
한국에서 받는 스트레스들을
고스란히 받을 수 있음
4.한국에서 해외 포지션에 지원 → 오퍼
수락 후 해외로 나가는 경우
• 비자 등 모두 해결 된 후 출국
• 기회비용 적음 ; 여러개 나라 동시에 타겟팅
가능
• 새로운 문화 적응
• 오퍼수락에 필요한 정보 부족
• Low Risk, Low Return
5.(4번과 유사) 해외에 있는 한국법인
현지채용 (한국 기업의 현지 법인 근무자)
• 현지 채용 수요가 지속적으로
존재(마케팅/디자인/개발/인사재무 직무)
• 빠른 적응
• 현지문화와 한국문화의 공존
• 현지 상황을 잘 알지 못하는
헤드헌터
6.목표 국가에서 학위 이수 → 현지 취업 • 비자 스폰을 전제로 학교에 찾아오기에
4번보다는 유리
• 전략적인 인텁쉽 활용 가능
• 이전 경력, 언어능력 등에 따라 현지
취업에 실패 할 수 있음
• Seniority
6. 6
2. 나의 경로 및 Tips
I. 해외 이직 및 성장 경험
경로 Tip
1.외국계 회사 서울 오피스 → 해외 오피스
Relocation
2.목표 국가로 나감 → 현지에서 Job을 찾는 경우
3.한국기업 → 해외 주재원
4.한국에서 해외 포지션에 지원 → 오퍼 수락 후
해외로 나가는 경우
5.(4번과 유사) 해외에 있는 한국법인 현지채용
6.목표 국가에서 학위 이수 → 현지 취업
• 글로벌 회사에서 브랜드가치 향상하기
• 글로벌 회사에서 네트워킹 하기 (조직도, 내부 플랫폼 등 활용 )
• Relocation 기회 탐색
• Target Offices 리더들에게 연락하기
• 현 Office 매니저와 커뮤니케이션 하기; Relocation 옵션 중 선택하기
• (지원) 인사이트(예: 왜 해당 포지션이 오픈되었는지) 확보 후 Resume,
Email 등 작성하기
• (인터뷰) 평소 링크드인에 직무관련 전문성을 집약 시킨 후 → 링크드인
등을 통한 사전 네트워킹
• 전략적 헤드헌터 활용 - 의존하지 말 것
• 타겟 마켓은 신중하게 결정
• 나라/ 산업/ 갑을 3개 모두 바꾸는 것은 어려우면서도 높은 스트레스
7. 7
3. 글로벌 커리어를 추구하게 된 이유
I. 해외 이직 및 성장 경험
• IBM 그리고 인공지능(Watson)
• 한국기업의 문화, Work & Life Balance, 좋은 아빠 등 개인적 가치
• 한국은 나이, 경력년수, 출신 등이 상대적으로 성공의 속도에 높은 영향
• 연봉
• Regional and First-of-its-kind Project
• Regional Networking
• 주류가 없는 Melting Pot ; 다른 문화(비즈니스, 생활)
• 합리적 개인주의 ; 빠름에 대한 고찰 ; 역으로 한국의 장점이 객관적으로 보임
• 가족 친구와 떨어져 있어야 하는 것은 가장 큰 단점
글로벌커리어를추구한이유6년여해외커리어후
8. 8
4. 성공이 아닌 ‘성장’
I. 해외 이직 및 성장 경험
• 영어 < 문화
• From Scratch(내외부 네트워크, 리더십)
• 중기적인 계획이 없다면 더 외로운 시기가 될 수도
• 만약 내부 정치에 휘말렸다면 당신을 지켜줄 멘토는 없을지도
• PR등이 없다면 그 나라에서 이직하는 것도 굉장히 어려움(고용 안전성)
• 한국보다 나이/학벌 등은 문제가 되지 않지만, 또 반면 외국인을 승진 등에 우선
고려하지 않을 수도
• 특히 을이라면
o 끊임없이 토론해야 하며, 서로 경쟁해야 하는 상황도 상대적으로 많음 – 문화적 요소 작용
o 반면 고객에게 신뢰를 쌓음으로서 좋은 평판을 얻어 올라 가는 것은 컨설팅직무에서는 가능
(거대한 갑 회사에서 외국인 노동자로 일할때 대비)
9. I. 해외 이직 및 성장 경험
1. 해외 이직 경로 들 및 장단점
2. 나의 경로 및 Tips
3. 글로벌 커리어를 추구하게 된 이유
4. 성공이 아닌 성장
Topics Outline
9
II. AI 및 Data Science 커리어
1. 채용 트렌드(팬데믹 상황 하)
2. 직무에 대한 고찰
3. 진입 전략
4. 제언
III. Q&A
10. 10
1. AI 및 Data Science 채용 트렌드 - 글로벌
II. AI 및 Data Science 커리어
the number of AI jobs globally could
increase by as much as 16% this year,
reaching 969,000, driven by stronger demand for
AI workers as companies contend with the impact of the
pandemic.
Before the outbreak, IDC estimated gains of
13.3% for 2020. The firm’s worst-case
scenario is 11% growth. The range reflects the
uncertainties around the full impact of the coronavirus
outbreak later in the year, said Ritu Jyoti, global AI
research lead at IDC. IDC’s forecast includes a
variety of AI-related jobs, such as data
engineers, data scientists and machine
learning developers.
Job openings for AI-related jobs have
seen a 28% increase from August 2019
to August 2020, while job searches have
seen a 91% spike.
Sources: Technology research firm International Data Corp.
Sources: bwpeople.businessworld.in/
Listings for AI roles dropped to only
4.6% year-over-year compared with 14%
prior to the outbreak..
“AI specialist hiring is slowing … but
that doesn’t mean that AI adoption is
slowing down,”
Sources: venturebeat.com
11. 11
1. AI 및 Data Science 채용 트렌드 - 국내
Sources: 인쿠르트
II. AI 및 Data Science 커리어
12. 12
2. AI 및 Data Science 직무에 대한 고찰 – AI Product 유형 별
II. AI 및 Data Science 커리어
INSIGHT
PROCESS
PRODUCT
Embed AI capabilities in
product or service to
provide customer benefits,
such as easy of use,
simplicity
Embed AI capabilities into organization’s workflow
(e.g. automating tasks, things done faster/better/cheaper)
Use AI capabilities to
uncover insights to make
better operational and
strategic decisions
13. 13
2. AI 및 Data Science 직무에 대한 고찰 – Lifecycle 별
II. AI 및 Data Science 커리어
Machine Learning Engineer
Data Scientist
Data Engineer
AI Architect
AI Translator
AI Engagement Manager
AI Product Manager
AI Ethicist
UX Designer
Ideation Data Sourcing
Model Development
and Evaluation
Industrialization, Monitoring,
and Maintenance
AI Product/Solution Lifecycle
14. 14
2. AI 및 Data Science 직무에 대한 고찰 – Upskilling에 의한 진입
II. AI 및 Data Science 커리어
Data Scientist
Data Engineer
AI Consultant
Machine Learning Engineer
AI Ethicist / Model Risk Manager
AI Projects/Product Manager
Programmer / Developer
DB Admin, SQL Coder
Strategy/IT Consultant
App Developer/System Engineer
Risk and Compliance Experts
Projects/Product Manager
15. TrendingSteady
Business Technical
15
2. AI 및 Data Science 직무에 대한 고찰 – 2x2 분류
II. AI 및 Data Science 커리어
Machine Learning
Engineer
Data Scientist
Data Engineer
AI Architect
AI Translator
AI Engagement Manager
AI Projects/Products
Manager
AI Ethicist / Model Risk
Manager
UX Designer
Change Management and
AI Re/UpSkill Expert
AI Consultant
16. 16
2. AI 및 Data Science 직무에 대한 고찰 – Trending Jobs
II. AI 및 Data Science 커리어
AI Ethicists
• AI ethicist (IBM)
• Chief Ethical and Humane Use Officer
(Salesforce)
• Data Privacy and Ethics Lead (Qantas)
• Emerging Risk Analyst – Trust & Safety
(TikTok)
• Ethical AI Lead (Google)
• Chief AI Ethics Officer (US Army AI Task
Force)
• Activation Lead / Ethics & Society
(Microsoft)
• Director of Responsible Innovation
(Facebook)
• Social Trust Specialist (Apple)
• Responsible AI Specialist (H&M Group)
• Staff Product Manager – ML Ethics,
Transparency and Accountability (Twitter)
• Principal, Responsible Innovation + Data
Ethics (Accenture)
17. 17
2. AI 및 Data Science 직무에 대한 고찰 – Trending Jobs
II. AI 및 Data Science 커리어
• Data Engineer works on the databases to ensure that all the sources
are available and to provide curated datasets to the rest of the
analytics team.
• Data Scientists explore the data, train, and build the predictive model.
They then work with the ML Ops Engineer to test the trained model on
production data in a development or “sandbox” environment, after
which the engineer takes that model and deploys it into production
environments (e.g., first into pre-production, then into final production).
• Data Scientists and ML Ops Engineers both incorporate
requirements and changes from business users to understand what the
model is meant to predict and what regulatory constraints are
applicable.
• Application designer works with the Data Scientists to decide which
models to use or build and how best to integrate the model so that it is
useful to business users, and the application developer writes the code
to weave the model into the application.
• DevOps team smooths the transition from development to
IT Operations, which maintains the infrastructure and ensures that the
application and its models run, perform, and scale optimally.
ML (Ops) Engineer
18. 18
2. AI 및 Data Science 직무에 대한 고찰 – Trending Jobs
II. AI 및 Data Science 커리어
ML (Ops) Engineer
• With one foot in data science and one foot in DevOps,
the ML Ops engineer plays the newest role in the pipeline
and an important one in the successful operationalization of
ML models.
• The role bridges the aforementioned division of labor
between data scientists and the people responsible for
deploying, maintaining, and monitoring applications that
use predictive models.
• With the data scientist, the ML Ops engineer tests and
deploys models and sometimes implements monitoring.
The role involves a combination of understanding ML
models and data transformations, plus engineering
(usually at the level of scripting).
19. 19
3. 진입 전략 – Business Track : AI Architect
II. AI 및 Data Science 커리어
The AI Architect is responsible for the definition, design and build of solutions that drive business growth
and productivity through automation. The role will focus on emerging AI / Automation technologies such as
Digital Assistants (chatbots), Machine Learning, and Robotics Process Automation. The Architect works
closely with all team members providing subject matter expertise and solutions to the most challenging
software development tasks.
Responsibilities
•Creative translation of business needs into a conceptual, logical and physical architecture design of the
solution
•Collaboration with the technical teams needed to deliver the design
•Leading architecture and design competency for the automation technology stack
•Strategic direction for maximizing simplification and re-use lowering overall TCO
•Creation of solutions which adhere to Enterprise Architecture, Development, and Information Risk
Management standards and policies
•Collaboration with developers and engineering teams resolving the most challenging tasks ensuring the
proposed design is properly implemented.
•Proactively identify and address technical strengths, weaknesses, opportunities and threats across the
automation landscape
•Strategy for managing the changes to the architecture (new business needs, technology changes, etc.)
•Explain architecture standards and recommendation to business partners and drive alignment
Key requirements
•Minimum 5 years of hands-on experience in the IT field, at least 3 years in IT architecture
•Solid experience as solution and platform architect, providing technical leadership and guidance designing
enterprise software.
•Proven track record at managing multiple projects in fast paced cross-functional team environment.
•1+ year year experience working with chatbots is a plus
•2+ years hands-on experience with Microsoft Azure and Amazon Web Services
•Working knowledge of Machine Learning, techniques, algorithms, natural language processing
•2+ years of development experience (.NET, Python are ideal)
•Certifications in multiple cloud platforms is ideal
•2+ years of experience working in an Agile Scrum / DevOps development methodology.
•Bachelor’s degree in Computer Science or related field is required.
20. 20
3. 진입 전략 – Business Track : AI Translator
II. AI 및 Data Science 커리어
An AI Translator that will bridge the technical expertise of data scientists with the operational
expertise of business teams to help us make smarter business decisions to deliver even better products
and experiences to our customers. ..
Responsibilities
•Develop relationships with business teams to help them understand the value of AI/analytics and
organically build the customer analytics demand pipeline
•Develop measurement strategies that are used to drive the visual management of the business teams’
goals and operating reviews.
•Help business leaders craft questions to generate maximum business value using analytics
•Help data scientists/business teams write those questions into user stories; translate business questions
and goals to data scientists and help them design the analytics solutions
•Translate the analytics solutions back to the business to ensure its actionable and business can drive
value from those insights
•Help track benefits of these insights to leadership to drive adoption; manage analytics scorecard and
help it become a leadership tool to drive value
•Become a customer data Subject Matter Expert to help expedite analytics problem solving
•Become Product Owner of Customer Analytics Scrum team to help with analytics user story prioritization
and build prioritization framework
•Document data sources, data elements and data architecture
Skills and Qualifications
•Bachelor’s degree in the field of business, IT, or data science. Advanced degree is a plus.
•7+ years overall experience required
•2+ years of demonstrable analytics experience
•Strong business acumen
•Strong communication and storytelling skills
•Self-starter and intellectually curious
•Comfortable in pushing the conventional thinking to drive change and innovation
•Past experience as business analyst, scrum master, project manager and/or data analyst preferred
•Passion for data and analytics
•Work well with technical and management teams
•Ability to translate analysis and conclusions into actionable recommendations
•Comfortable with metrics, measurements
21. 21
3. 진입 전략 – Technical Track : Data Scientist
II. AI 및 Data Science 커리어
Sources: https://www.addo.ai/
22. 22
3. 진입 전략 – Technical Track : Data Scientist
II. AI 및 Data Science 커리어
Sources: mrdbourke.com
23. 23
Recommended Resources
II. AI 및 Data Science 커리어
AI Product Manager - Vendor AI Strategy Data Management Trend
AI Ethics: Responsible ML
Amazon Science The 10 fairness-in-AI projects funded by the National Science
Foundation in collaboration with Amazon
https://responsible-ai.devpost.com/project-gallery
ML Ops
Agile + Data Science
24. 24
4. 제언 - MBA 후 AI/Data Science 직무를 고려하고 있다면
• Data or AI?
• 갑 or 을?
o 갑: 어떤 산업?
o 을: 컨설팅회사? 스타트업?
• 한국 or 해외?
• 얼마나 많은 학문적 지식 그리고 학위가 필요?
• AI-led Hyper Personalization 등 서비스/상품팀과 함께 일하는 직무 역시 추천
II. AI 및 Data Science 커리어
25. I. 해외 이직 및 성장 경험
1. 해외 이직 경로 들 및 장단점
2. 나의 경로 및 Tips
3. 글로벌 커리어를 추구하게 된 이유
4. 성공이 아닌 성장
Topics Outline
25
II. AI 및 Data Science 커리어
1. 채용 트렌드(팬데믹 상황 하)
2. 직무에 대한 고찰
3. 진입 전략
4. 제언
III. Q&A
26. Thank you.
Image: used under license from shutterstock.com
김인준, 정보경영 석사과정(IMMS) 2013
Vice President, United Overseas Bank
[Contact]
blog: injunkim.com
Email: injune.kim@gmail.com