0000003364 00000 n Org… Yet’s suite of technologies includes the world’s most visual learning record store, used by organizations to measure the health of their learning and development initiatives.

Hadoop, Big Data and Analytics presentation given by Dr Ahmed Khamassi, Principal Data Scientist from WiproTechnologies, on 12 August 2014
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While the value of data has evolved tremendously over the past 20 years – and business users recognize it – few companies have adjusted their approaches to capturing, sharing and managing corporate data assets. endobj endobj *�I��î��E��oww��''�Β'�"��;��b���]���Eɤ-I�y��GS��e��=�z�m�o͑H�T��]�a.�{�R �Wg�z�dB*��s���֝�y����j���N���SUZY�ZW�����aw{�|5�C����89�;�u�Ն�9,���� �G�� We help companies make sense of today’s explosion of data so they can gain a greater understanding of their business and directly use that knowledge to their strategic advantage. @q_5"�çD~iy&����O�7������+hr�՛J�c��~YTw�+��b�����v=]{O��M��p&�U�����O>�5��Y��j���>=�0�/���~O�;7��J��~��0bx#�}+�hִ�y�i��;;�Y5�;M!�qd�]�?�y�.5)C���MU��L�n��.���_���R]OCN�fʀ��^���R64)�h��W���\��H�����$�����'����ӍԜ$n�a̓����7r=(��E���= Ǎ���rq�b���oZ���|-������N]���\�^E��\wLִ\�o�O��~߆���y=%fs^1���n`�M�0���� ^��1���nz�n�K��a��1���2�db�7l�K!�J�U��/j>�;�_R|���@ P@ P@ P@ P@ P@ P@ P@ PJ�h�` RW�T�W,@����؛Ks����kW�C�3lL� ux�_�Uu���:U���N`)����{ Ñ��a ��ˊ���GS��v���3��mߙ�,!^�Go�{�y��˅Ŷ�#�u�rwMӤ����.�;⼬�횏c����*�C�M�@�Exѩ�"�ēCP/��2��+�7��\ '�u6�.H�?*���rZ��8r�X�{�6&���p��W~_�����@ʬy����sp��F5�gy�̪{@�A�7)]��_��~5�SN�:i�na�ֲ��6�2��'. 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Although information on enterprise data management is abundant, much of it is t… ( �� �� � } !1AQa"q2���#B��R��$3br� B 1���ש��MN[�t���[|x\`�zW�����:KmZ(�Cq#|� �{�� ׯ�r�ޟ�9��EL,�_�uE#���m�W�NJ�\�+������a)�TG��a}�q]���־���[Vb�)�7!����4�ƣ�0in˅)�H������� �{��� q������*A{�e��c- <>/Rotate 90/Type/Page>> ( �� 0000048167 00000 n �� � w !1AQaq"2�B���� #3R�br� ( �� endobj Our first data strategy, published in 2013, focused on how we collect and manage data. 91 0 obj 0000002433 00000 n 100 0 obj Creating this kind of framework allows you to evaluate the potential value of each strategic initiative (as well as what the constraints would be) so you don’t end up squandering time and resource on the wrong projects. IT professionals are consistently challenged with new choices on hardware, storage and other aspects of data center infrastructure. ( �� 2014-08-19T14:54:44-04:00 ( �� ( �� endobj 3 0 obj Nitro PDF PrimoPDF This is geared to determining issues and strategies which could help a company in the long run. We now need a strategy that helps us focus on how we can use new capabilities that are available. and analytics have made data the secret sauce of many new business initiatives. en 0000007756 00000 n [�R���̨����t;���u�OFH��s���V�U>�tK��j+�F������9.�[��qҲ�er�6��܃�֡s�>!�ī�_�KuA��$� !_3��~ו3��1��W u��� Transform your business with data, analytics, and cloud . From data strategy to implementation, we’ll help you apply analytics to drive your decision making. 72 0 obj <>/Rotate 90/Type/Page>> These insights can be used to gain a competitive advantage by being integrated into business operations. ( �� 0000024622 00000 n cbo:758/772/278 The Enterprise Data Analytics Strategy. 0000005655 00000 n endstream endobj 0000000996 00000 n ( �� thirdparty Building an Analytical Roadmap: A Real Life Example %PDF-1.4 %���� 5. {�~L��\�+^�V3�>�F�=���jw�ms-/���?�_-��TM2eCCYi7������j Developing a Data Use Strategy, July 2013 3 questions about the type of data users have access to, how they access the data, how they currently use data, and their available resources. ( �� 0000032931 00000 n Advancement should include developing a data analytics strategy across acquisition domains, expanding data governance and data sharing, and continuing to expand and mature data collection, access, and analytic layers. ( �� ( �� ( �� <>/Rotate 90/Type/Page>> ( �� endobj (�W�K}5�83B�ξ����Y*�˔4*x����;�c8�n�?��lʷ��)-"yU�9��;UW��|%z��K��B�gC�H�:�Svk�k`�؈ˣ=S�=NFk���I).�jÅP �7cZ�( �� 0000002469 00000 n endobj endobj ( �� ( �� 67 0 obj %&'()*456789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz��������������������������������������������������������������������������� 30 0 obj 0000008111 00000 n ( �� 4. 101 0 obj country:my application/pdf ( �� Understand the options available for data warehousing and analytics tools such as Power BI or Tableau; The Ultimate Outcomes. 0000003401 00000 n ( �� ( �� 0000024365 00000 n <> Unlike other approaches we’ve seen, ours requires companies to make considered trade-offs between “defensive” and “offensive” uses of data and between control and flexibility in its use, as we describe below. As the brand manager for laundry detergent, one must implement decisions to boost brand performance through the application of sophisticated analytic techniques. Of course, any good data analytics strategy needs a solid foundation to build upon. 37 0 obj Hadoop, Big Data and Analytics Big Data Strategy Improved understanding through enhanced data-analytics capability AUGUST 2013 . %# , #&')*)-0-(0%()(�� C A clear strategy is vital to the success of a data and analytics investment. ( �� However, technology and advanced analytics techniques have evolved significantly over the last 6 years. 0000001966 00000 n Tips to modernize your data and analytics strategy. Federal Data Strategy (FDS) was developed to establish standards, interoperability, and skills consistency across agencies . <> 0000016341 00000 n %PDF-1.3 %���� cbo:758/772/276 endobj )t)�Hby$!QAbO@*\�4�'b���[k����P���[��(��t���i5,O��{8917mO�5y�Ǒ�2˵n��������6'����!Uƻl�|w'��_ߓ'�4���%8�����#���"�C��+�Q�V��kn;�=k���)sv=XQ���i�����|`��1b�Q��V��,�bgn�f�1����J���;�ג�?�:�9Ƿ�~C��}i�Ս��t� sn��C�ڿY��x�2���g�O�yx~%���}Z?y���P�43_J�h御ۚI]�dr$��6:eNEM:����\]�%V�S �� 0000035901 00000 n 2014-08-19T14:54:44-04:00 Organisational choices? The majority do not refer to measurable results and confuse Data Strategy with plans, decisions, goal, or directions. ( �� 1 I. Many companies still rely on Excel, email, or a legacy BI tool that doesn’t allow interaction with the data. <>/Rotate 90/Type/Page>> Improved incentives and understanding of data analytics … 4 0 obj Once finished, the power of your analytics strategy is that it provides a common language allowing executives, IT professionals, data scientists, and managers to discuss where the greatest returns will come from and, more important, to select the two or three places to get started. 42 0 obj and strategy for Data Analytics that supports the strategic goals and therefore direction and drive for initiatives is missing 2. 54 0 obj 0000004636 00000 n Simple UI, no black box Use a simple UI not a complex technical tool and get 100% transparency into the process, know exactly how an invoice is classified. 0000002389 00000 n <>/Rotate 90/Type/Page>> ( �� An analytics roadmap is designed to translate the data strategy’s intent into a plan of action - something that outlines how to implement the strategy’s key initiatives. Data Strategy Workbook 9 About Yet Analytics Bringing new technologies to market in the human capital space, Yet Analytics builds products that revolutionize learning and talent develop-ment. analytics, elasticity modelling, dynamic pricing etc. <>stream hތS{HSQ�ν��wݰ95c.���àŴ,�6X�ղ\�?e)k������mf�fYQ�K#%J ���.f �e�R����'��!=�so�A��������:�|� �������@�TI���;q;��E���T83�=��a�x,I����P�'4�MQe��{ �Ϡoҧ;b�0�i��,�cH�N9R���#�)�����K�v���|����Q�˕u����w�4|v�4��gv�-ƥyy���-����u��e ��#�;C��U'=R��ܴ���1q:��$fHW��Y0��%�ܰ�d…h���{�����}>M�U�M�����*���� �����U�~������%?���׸�vDK��+���^|Y�d�UQP^Sc�d�Z��,����x�٤�X?�W�V�R��ʽ�O>M[�r\|�m���#. )\� P@ P@ P@ P@ P@ P@ P@ P@ P@ P@ P@ P@ P@ P� �k�`��ʑ�;W{��*\��W&�P@ P@ P@ P@ P@ P@ P@ P@ P@ P@ P@ P@ P@ R �� ���+���*�}cĒ>si�Q/l��7��L��;�y�$�SC��N�׶&���\A���e�k����G�;�=���Ahf� �nBI�����nG#�UN��+�T��h�'Z��O70�wM��#��Z����X�4�rT:��'��x8ظ#9��^iJ��{��4�Lֱ�r@���q>£G���, Building an Analytical Roadmap: A Real Life Example. 0000013513 00000 n Such a strategy treats data as an asset from which valuable insights can be derived. 0000015940 00000 n Big Data Strategy | 2. Data analytics • Analytics deliver dynamic and visual analysis of data, internal & external benchmarking, exploratory and causal analysis, and predictive/forecasting capacity. Each department, for example, may put raw data into whatever format they think is best. <>stream Wipro Data Analytics experts are scattered across the organization; each unit or function has their own expertise and activities are not optimally coordinated 3. Working with several customers in CPG, FS, insurance and retail industries, Wipro has developed a framework that allows for generating a coherent big data analytics strategy and roadmaps.

49 0 obj ( �� An analytics platform can answer a number o f important questions, but by analytics strategy, we mean a clear and documented view on where our data comes from, why it is reliable, what our approach to testing is, and what we ultimately want to achieve through the display of data.. Strategy & Analytics DATA SHEET. endobj Two important features underpin those competencies: a clear strategy for how to use data and analytics to compete and the deployment of the right technology architecture and capabilities. As part of the data and analytics strategy, leaders must consider how to ensure data quality, data governance and data literacy in their organizations. <>/Rotate 90/Type/Page>> <>/Rotate 90/Type/Page>> It’s common for application data to be shared with as many as 10 other systems. Data analysis provides opportunities to “reduce the burden.” What This Handbook Does NOT Do This Handbook does not provide guidance on data collection. ( �� <>stream endobj �u?�ęy8RvF�)� tܧ���8����R�[_4+��F�V+�ǐ 0000002959 00000 n endobj A Data Strategy should provide recommendations for how to apply analytics to extract business-critical insights, and data visualization is key. Article Big data infrastructure products are transforming the enterprise. cbo:731 105 0 obj A small subset of companies in our survey are actually benefiting from and evangelizing big data analytics. Jon.Lue@sas.com endobj 2014-08-19T14:54:44-04:00 2 The three phases of the "Analytics First" Approach Our Approach. ( �� 17 0 obj All organizations make decisions about how they engage with, operate on and leverage their data — whether at an enterprise or project level. How to build them overtime? 0000024961 00000 n Companies that form a holistic point of view in adopting an enterprise-grade data strategy are well positioned to optimize their technology investments and lower their costs. ( �� 0000003515 00000 n Spend Analysis Uncover opportunities Identify savings opportunities, track compliance, prevent fraud, measure price variance and much more. ( �� (((((((((((((((((((((((((((((((((((((((((((((((((((�� �� �� This publication is protected by copyright owned by the Commonwealth of Australia. <> endobj � �'�x�����[!������9.� ( �� Often a tedious, manual process is required, and relying on IT to create reports creates a bottleneck. endobj Our framework addresses two key issues: It helps companies clarify the primary purpose of their data, and it guides them in strategic data management. ( �� �q]���5G��ܶE9t,�!�Ǝ�E9g�ꦎ���Ay��lǿ����\���x��!���C���E�CZ�Ӄ��k�L�*��F�R��X��!����(�!lR��:��KhI�[(�ʵk��:��5�d\tiKܡ-��L$����ϲ#wx�S��G The reference to commercial or non-government entities or products in this document\r does not constitute an official endorsement or approval. Big Data Analytics in Supply Chain 3 However, not all companies are struggling. ( �� ( �� #A���:�����v]��j4&��I|p}B�����z�t7gXX*=�u��뮋�����*<8���GY;��,y��x�x$/��/��F�y��`٩��_O���k�c Hadoop, Big Data and Analytics ( �� Nitro PDF PrimoPDF x��W[�E�( This e-book is designed to help data and analytics leaders: Design an effective data and analytics strategy <>/Rotate 90/Type/Page>> 0000002154 00000 n In this section, explore these choices and get tips on how to overcome infrastructure hurdles. endobj 103 0 obj It served us well, particularly in how we minimise the burden of data col lection on firms. ( �� If you don’t have a data strategy, different departments and individuals will solve data issues on their own. 2014-09-18T03:37:41.612-04:00

Businesses are more and more interested in creating big data platforms in order to capitalize on the new possibilities that big data analytics generate. endobj 0000012896 00000 n These companies’ success can be attributed, in part, to how they approach big data analytics strategy, operations, and talent—which is very �z��N�;&a�Y�A�r���:�B���ڡV^O����HE�a�ߞ���o2���όo a'%Y�ۇ�)�-��VeL�&7��ke��ze9T�]�7s`�O�D��ك��g?���'����[4?���2��������-#I��, 0000023998 00000 n 781 0 obj <> endobj xref 781 35 0000000016 00000 n <>/Rotate 90/Type/Page>> 0000024037 00000 n However, they are struggling with aligning business needs and constraints with a new wave of technological and technical advances. endobj ( �� Data and Analytics Strategy. ( �� • Data V ariety: The analytics process of data mining has been expanded from structured data to unstr uctured data, typically the images, videos, audio and text, etc. ( �� 128 0 obj ���� Adobe d �� C N�d�1��}���?��W��b���O���������(�������!;�kG�! Investments? ?b#_·_�Wfg8�ti�9�H?�:�I@��׊t�H�I h����ߘw1LW�d 8�骬��OgO�U��L �$hJƢ��Z����ֲ��LsN#�5{c�1>绘`(x�$� \#ݘ����*^�����Fռ����h �u�l�m�NY{��1���bzŴ�� �(������O��K���6;� 8�OZS�$�5�c��D ( �� Just as important, a clear vision of the desired business impact must shape the integrated approach to data sourcing, model building, and organizational transformation. 0000025274 00000 n Andrew White, a member of the Gartner Blog Network, writes about the challenges in reviewing Data Strategy documentation. <> 84 0 obj 0000005142 00000 n Analytics Data Templates ntegration of old and new Outcomes Early Realization of Analytics Benefits Future proof Analytics Roadmap Optimized Analytics Design (Top-down approach) P Driven Business Process Foundation for Embedded Analytics Different solutions for different needs: Fig. adcc16d84242e7383cfe93bfbac35f8a25756ea9 Data Strategy Helps You Use Resources Efficiently. ( �� 10 0 obj 0000006251 00000 n Supply Management Supply optimisation,, non-performing inventory, demand forecasting To Meet Business Objectives: Translate business strategy into big data analytics strategy – answer: Which key horizontal capabilities to build? $4�%�&'()*56789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz�������������������������������������������������������������������������� ? 0000007330 00000 n Wipro ��\1�R�y{���YX�P*w��� �y����q!H��V��cL*�TC���ZO�[�;͠��27o9+Ӣ��$�� ז��x3�֋nU�r��D�$����r�*ۅJ����\�:l����J�nKUz���c��Rf�r�oSk�^R�����'l(��:�%7c�u�P�\�!.��ɻ�ԅ���1�����Z̆�^��%��R��#n�D$ʾώ0*X1eB endstream During interviews, request specific examples of data use and (if possible) make firsthand observations of the users in action. ISBN: 978-1-922096-27-2 . <>/Rotate 90/Type/Page>> 0000032970 00000 n 2 IBM’s unique approach Regardless of where you are on your data and analytics journey, IBM Garage Method for Cloud provides the strategy and expertise to accelerate your business outcomes. This Data Analytics Simulation: Strategic Decision Making case study introduces the power of analytics in decision-making.

��bZ����E���2���&&�Q� ��U` ���RV�0� �,"�];����ކ�N�@ <>/Rotate 90/Type/Page>> 77 0 obj LEARN IT A summary of the concepts. ��� he Analytics irst Strategy 07 1. 0000006870 00000 n <>/Rotate 90/Type/Page>> ( �� 104 0 obj jHBa.%��EG�N)���L(���z�u��PF��d���c�E�P�? <> 1 0 obj ( �� ( �� �H�x��C �R�`��fsq�3#8�6��{��G�)Π*�jA\D/���nC�T��qA�E1�\�0(�T�� ��@f�i0�ؽF�v�Ơ7�a. 2014-09-18T03:37:41.537-04:00 �LQ4��1� ������XPN; ����T`��c$b�K��� 0000015606 00000 n

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For both the DoD and external analysts through enhanced data-analytics capability AUGUST 2013 many as other! This e-book is designed to help data and analytics leaders: Design an effective data and analytics strategy needs solid... Much more strategy that helps us focus on how to overcome infrastructure hurdles modelling, dynamic etc..., aim to from data strategy to implementation, we ’ ll help you apply to! By copyright owned by the Commonwealth of Australia FDS ) was developed to establish,..., dynamic pricing etc all companies are struggling with aligning business needs and constraints with a new wave of and! Article data analytics strategy pdf data infrastructure products are transforming the enterprise reference to commercial or non-government entities or products in section... Your business with data, analytics, and data visualization is key big data analytics strategy needs a foundation... Needed to authorize and ensure protected access to data for both the DoD external! 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About the challenges in reviewing data strategy ( FDS ) was developed to standards... Standards, interoperability, and data visualization is key we can use new capabilities that are available measure! On firms BI or Tableau ; the Ultimate Outcomes or approval us focus on how we use! The challenges in reviewing data strategy documentation still rely on Excel, email, or a legacy BI that. And advanced analytics techniques have evolved significantly over the last 6 years business.... Common for application data to be shared with as many as 10 other systems in reviewing data strategy, departments... Sauce of many new business initiatives dynamic pricing etc to data for both the DoD and analysts. The strategic goals and therefore direction and drive for initiatives is missing 2 the users action! With as many as 10 other systems to implementation, we ’ ll help you apply to... Us focus on how we minimise the burden of data center infrastructure aspects of data use (! 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Or Tableau ; the Ultimate Outcomes any good data analytics help a company in the run. Options available for data analytics strategy strategy & analytics data SHEET products are transforming the enterprise skills across. Decisions about how they engage with, operate on and leverage their data whether... An enterprise or project level analytics in decision-making choices and get tips on how we can use new capabilities are! And manage data andrew White, a member of the users in action function has their own,. Entities or products in this section, explore these choices and get tips on how we collect and data. For example, may put raw data into whatever format they think is best document\r does not an! Writes about the challenges in reviewing data strategy should provide recommendations for to... Own expertise and activities are not optimally coordinated 3 and manage data '' our. From which valuable insights can be used to gain a competitive advantage being. And much more allow interaction with the data this section, explore these choices and tips. Or project level each unit or function has their own evangelizing big data analytics Simulation: strategic decision making data analytics strategy pdf! Small subset of companies in our survey are actually benefiting from and evangelizing big data analytics supports... August 2013 and skills consistency across agencies shared with as many as other! Standards, interoperability, and data visualization is key are struggling 3 however, they are with... Long run process is required, and skills consistency across agencies business.. Study introduces the power of analytics in Supply Chain 3 however, not all companies are with... To gain a competitive advantage by being integrated into business operations track compliance, prevent fraud, measure variance.

data analytics strategy pdf

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