Social Analytics Tools and Techologies
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The document discusses social analytics technologies and market landscape. It describes the major social media platforms and how everything from campaigns to healthcare has moved to social media. It then covers the key aspects of social analytics including data collection, cleaning, mining, classification, entity extraction, graph analytics, and profiling. Major use cases discussed include customer care, brand management, market research, and risk analysis.
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Not healthcare, so not interested? Any organization that provides self-serve applications or customizes the delivery of external information based on what is known about the user could benefit from this webinar. It will explore how using semantic metadata significantly improves both search results and end user experience.
Moffitt Cancer Center and Concept Searching will discuss:
? Why and how the technologies were used
? How ease of use was ensured, to accommodate all demographics and ages
? The integration of information from internal systems, government sources, and reliable third party sources
? Security issues that needed to be addressed to meet compliance requirements
? How the challenge of providing individual patients with the information most relevant to their specific health situation was solved, while ensuring the information was accurate, medically sound, and secure
? The results delivered by the portal and how it is managed
Attend to understand how conceptClassifier for SharePoint helped solve many of the challenges faced by Moffitt Cancer Center.
This webinar will be engaging, insightful, and educational. If you have questions, please submit them when you register, and we will address them during the webinar.Mobile DAta
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- By 2020, 50% of business analytics software will incorporate prescriptive analytics using cognitive computing.
- Organizations that can analyze all relevant data and provide actionable insights will gain $430 billion in productivity over less analytical peers.
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The document discusses how data and data-driven approaches are fueling digital transformation and innovation across industries. It provides examples of how companies are leveraging large amounts of data and machine learning to improve products and business models. The document advocates becoming a data-driven enterprise by embracing new data sources, data processing techniques, and data analytics to gain insights and build intelligent applications.Open-BDA Hadoop Summit 2014 - Mr. Krish Krishnan (Driving Business Value – Bi...
Open-BDA Hadoop Summit 2014 - Mr. Krish Krishnan (Driving Business Value – Bi...Innovative Management Services
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加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭
加拿大成绩单购买原版(顿补濒毕业证书)戴尔豪斯大学毕业证文凭taqyed
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专业定制国外文凭学历证书加拿大文凭戴尔豪斯大学成绩单？【q薇1954292140】复刻成绩单加拿大戴尔豪斯大学毕业证(Dal毕业证书)《国外学历学位认证书》 戴尔豪斯大学毕业证办理，办学历认证加拿大戴尔豪斯大学文凭办理，加拿大戴尔豪斯大学成绩单办理和真实留信认证、留服认证、戴尔豪斯大学学历认证。学院文凭定制，戴尔豪斯大学原版文凭补办，扫描件文凭定做，100%文凭复刻。【q薇1954292140】Buy Dalhousie University Diploma购买美国毕业证，购买英国毕业证，购买澳洲毕业证，购买加拿大毕业证，以及德国毕业证，购买法国毕业证（q薇1954292140）购买荷兰毕业证、购买瑞士毕业证、购买日本毕业证、购买韩国毕业证、购买新西兰毕业证、购买新加坡毕业证、购买西班牙毕业证、购买马来西亚毕业证等。包括了本科毕业证，硕士毕业证。
如果您在英、加、美、澳、欧洲等留学过程中或回国后：
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2、面对父母的压力，希望尽快拿到；
3、不清楚认证流程以及材料该如何准备；
4、回国时间很长，忘记办理；
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加拿大文凭戴尔豪斯大学成绩单，Dal毕业证【q薇1954292140】办理加拿大戴尔豪斯大学毕业证(Dal毕业证书)【q薇1954292140】定制成绩单GPA戴尔豪斯大学offer/学位证毕业证详解细节、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作。帮你解决戴尔豪斯大学学历学位认证难题。
加拿大文凭购买，加拿大文凭定制，加拿大文凭补办。专业在线定制加拿大大学文凭，定做加拿大本科文凭，【q薇1954292140】复制加拿大Dalhousie University completion letter。在线快速补办加拿大本科毕业证、硕士文凭证书，购买加拿大学位证、戴尔豪斯大学Offer，加拿大大学文凭在线购买。高仿真还原加拿大文凭证书和外壳，定制加拿大戴尔豪斯大学成绩单和信封。购买学位证Dal毕业证【q薇1954292140】办理加拿大戴尔豪斯大学毕业证(Dal毕业证书)【q薇1954292140】文凭购买戴尔豪斯大学offer/学位证研究生文凭、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作。帮你解决戴尔豪斯大学学历学位认证难题。
特殊原因导致无法毕业，也可以联系我们帮您办理相关材料：
１：在戴尔豪斯大学挂科了，不想读了，成绩不理想怎么办？？？
2：打算回国了，找工作的时候，需要提供认证《Dal成绩单购买办理戴尔豪斯大学毕业证书范本》【Q/WeChat：1954292140】Buy Dalhousie University Diploma《正式成绩单论文没过》有文凭却得不到认证。又该怎么办？？？加拿大毕业证购买，加拿大文凭购买，
3：回国了找工作没有戴尔豪斯大学文凭怎么办？有本科却要求硕士又怎么办？
帮您解决在加拿大戴尔豪斯大学未毕业难题（Dalhousie University）文凭购买、毕业证购买、大学文凭购买、大学毕业证购买、买文凭、日韩文凭、英国大学文凭、美国大学文凭、澳洲大学文凭、加拿大大学文凭（q薇1954292140）新加坡大学文凭、新西兰大学文凭、爱尔兰文凭、西班牙文凭、德国文凭、教育部认证，买毕业证，毕业证购买，买大学文凭，购买日韩毕业证、英国大学毕业证、美国大学毕业证、澳洲大学毕业证、加拿大大学毕业证（q薇1954292140）新加坡大学毕业证、新西兰大学毕业证、爱尔兰毕业证、西班牙毕业证、德国毕业证，回国证明，留信网认证，留信认证办理，学历认证。从而完成就业。
主营项目：
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《戴尔豪斯大学学历认证报告怎么弄加拿大毕业证书办理Dal成绩单样本》【q薇1954292140】学位证1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。
【q薇1954292140】办理戴尔豪斯大学毕业证(Dal毕业证书)成绩单影本【q薇1954292140】戴尔豪斯大学offer/学位证、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作加拿大戴尔豪斯大学毕业证(Dal毕业证书)学校原版文凭补办
留信认证的作用：
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专业评定：留信认证不仅认证你的学位证书，还会对你的所学专业进行评定。这有助于展示你的学术背景，特别是对于国内公司而言，能够清楚了解你所学专业的水平和价值。
国家人才库入库：认证后，你的信息将被纳入国家人才库，并且可以在国家人才网等平台上展示，供包括500强公司等大型公司挑选和聘用人才。这对于回国找工作特别是进入大公司，具有非常积极的作用。The Marketability of Rice Straw Yarn Among Selected Customers of Gantsilyo Guru
The Marketability of Rice Straw Yarn Among Selected Customers of Gantsilyo Gurukenyoncenteno12
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IMR PaperDesign Data Model Objects for Analytics, Activation, and AI
Design Data Model Objects for Analytics, Activation, and AIaaronmwinters
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Explore using industry-specific data standards to design data model objects in Data Cloud that can consolidate fragmented and multi-format data sources into a single view of the customer.
Design of the data model objects is a critical first step in setting up Data Cloud and will impact aspects of the implementation, including the data harmonization and mappings, as well as downstream automations and AI processing. This session will provide concrete examples of data standards in the education space and how to design a Data Cloud data model that will hold up over the long-term as new source systems and activation targets are added to the landscape. This will help architects and business analysts accelerate adoption of Data Cloud.加拿大成绩单购买原版(鲍颁毕业证书)卡尔加里大学毕业证文凭
加拿大成绩单购买原版(鲍颁毕业证书)卡尔加里大学毕业证文凭taqyed
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官方办理文凭加拿大文凭购买，加拿大文凭定制，加拿大卡尔加里大学文凭补办【q薇1954292140】专业在线定制加拿大大学文凭可查文凭定购，定做加拿大本科文凭，【q薇1954292140】复制加拿大The University of Calgary completion letter。在线快速补办加拿大本科毕业证、硕士文凭证书，购买加拿大学位证、卡尔加里大学Offer，加拿大大学文凭在线购买。高仿真还原加拿大文凭证书和外壳，定制加拿大卡尔加里大学成绩单和信封。学历认证购买UC毕业证【q薇1954292140】办理加拿大卡尔加里大学毕业证(UC毕业证书)【q薇1954292140】毕业证书电子版卡尔加里大学offer/学位证毕业证样本、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作。帮你解决卡尔加里大学学历学位认证难题。
特殊原因导致无法毕业，也可以联系我们帮您办理相关材料：
１：在卡尔加里大学挂科了，不想读了，成绩不理想怎么办？？？
2：打算回国了，找工作的时候，需要提供认证《UC成绩单购买办理卡尔加里大学毕业证书范本》【Q/WeChat：1954292140】Buy The University of Calgary Diploma《正式成绩单论文没过》有文凭却得不到认证。又该怎么办？？？加拿大毕业证购买，加拿大文凭购买，
3：回国了找工作没有卡尔加里大学文凭怎么办？有本科却要求硕士又怎么办？
帮您解决在加拿大卡尔加里大学未毕业难题（The University of Calgary）文凭购买、毕业证购买、大学文凭购买、大学毕业证购买、买文凭、日韩文凭、英国大学文凭、美国大学文凭、澳洲大学文凭、加拿大大学文凭（q薇1954292140）新加坡大学文凭、新西兰大学文凭、爱尔兰文凭、西班牙文凭、德国文凭、教育部认证，买毕业证，毕业证购买，买大学文凭，购买日韩毕业证、英国大学毕业证、美国大学毕业证、澳洲大学毕业证、加拿大大学毕业证（q薇1954292140）新加坡大学毕业证、新西兰大学毕业证、爱尔兰毕业证、西班牙毕业证、德国毕业证，回国证明，留信网认证，留信认证办理，学历认证。从而完成就业。
如果您在英、加、美、澳、欧洲等留学过程中或回国后：
1、在校期间因各种原因未能顺利毕业《UC成绩单工艺详解》【Q/WeChat：1954292140】《Buy The University of Calgary Transcript快速办理卡尔加里大学教育部学历认证书毕业文凭证书》，拿不到官方毕业证；
2、面对父母的压力，希望尽快拿到；
3、不清楚认证流程以及材料该如何准备；
4、回国时间很长，忘记办理；
5、回国马上就要找工作《正式成绩单卡尔加里大学成绩单COPY》【q薇1954292140】《毕业证如何办理UC毕业证如何办理》办给用人单位看；
6、企事业单位必须要求办理的；
7、需要报考公务员、购买免税车、落转户口、申请留学生创业基金。
加拿大文凭卡尔加里大学成绩单，UC毕业证【q薇1954292140】办理加拿大卡尔加里大学毕业证(UC毕业证书)【q薇1954292140】国外本科offer在线制作卡尔加里大学offer/学位证学历认证证书电子版、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作。帮你解决卡尔加里大学学历学位认证难题。
【q薇1954292140】办理卡尔加里大学毕业证(UC毕业证书)学位证书成绩单代办服务【q薇1954292140】卡尔加里大学offer/学位证、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作加拿大卡尔加里大学毕业证(UC毕业证书)学位证书成绩单代办服务
主营项目：
1、真实教育部国外学历学位认证《加拿大毕业文凭证书快速办理卡尔加里大学文凭样本》【q薇1954292140】《论文没过卡尔加里大学正式成绩单》，教育部存档，教育部留服网站100%可查.
2、办理UC毕业证，改成绩单《UC毕业证明办理卡尔加里大学留学生学历学位认证书》【Q/WeChat：1954292140】Buy The University of Calgary Certificates《正式成绩单论文没过》，卡尔加里大学Offer、在读证明、学生卡、信封、证明信等全套材料，从防伪到印刷，从水印到钢印烫金，高精仿度跟学校原版100%相同.
3、真实使馆认证（即留学人员回国证明），使馆存档可通过大使馆查询确认.
4、留信网认证，国家专业人才认证中心颁发入库证书，留信网存档可查.
《卡尔加里大学揭秘加拿大毕业证书办理UC成绩单温感光标》【q薇1954292140】学位证1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。
毕业证办理的详细过程加拿大文凭卡尔加里大学成绩单【q薇1954292140】复刻成绩单加拿大卡尔加里大学毕业证(UC毕业证书)毕业证详解细节 卡尔加里大学毕业证办理，极速办加拿大卡尔加里大学文凭办理，加拿大卡尔加里大学成绩单办理和真实留信认证、留服认证、卡尔加里大学学历认证。学院文凭定制，卡尔加里大学原版文凭补办，扫描件文凭定做，100%文凭复刻。【q薇1954292140】Buy The University of Calgary Diploma购买美国毕业证，购买英国毕业证，购买澳洲毕业证，购买加拿大毕业证，以及德国毕业证，购买法国毕业证（q薇1954292140）购买荷兰毕业证、购买瑞士毕业证、购买日本毕业证、购买韩国毕业证、购买新西兰毕业证、购买新加坡毕业证、购买西班牙毕业证、购买马来西亚毕业证等。包括了本科毕业证，硕士毕业证。
留信认证的作用：
1. 身份认证：留信认证可以证明你的留学经历是真实的，且你获得的学历或学位是正规且经过认证的。这对于一些用人单位来说，尤其是对留学经历有高度要求的公司（如跨国公司或国内高端公司），这是非常重要的一个凭证。
专业评定：留信认证不仅认证你的学位证书，还会对你的所学专业进行评定。这有助于展示你的学术背景，特别是对于国内公司而言，能够清楚了解你所学专业的水平和价值。
国家人才库入库：认证后，你的信息将被纳入国家人才库，并且可以在国家人才网等平台上展示，供包括500强公司等大型公司挑选和聘用人才。这对于回国找工作特别是进入大公司，具有非常积极的作用。
2. 留信认证对就业的好处
提高竞争力：通过留信认证，尤其是对你所学专业的认证，可以大大提高你在国内求职时的竞争力。许多公司对留学生背景和所学专业有很高的要求，认证后的信息能够帮助公司快速识别符合条件的候选人。
增强信任度：公司往往会对没有认证的学历背景产生疑虑，而留信认证为你的学历背景提供了第三方权威机构的背书，增强了雇主的信任。
对接高端岗位：通过认证后，留学生的个人信息被纳入国家人才库，这也意味着你可以被更多的高端岗位、国有大公司和跨国公司注意到，特别是那些招聘具有国际化背景的人才的公司。Lecture-AI and Alogor Parallel Aglorithms.pptx
Lecture-AI and Alogor Parallel Aglorithms.pptxhumairafatima22
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Lecture-AI and Alogor Parallel Aglorithms.pptx原版复刻加拿大多伦多大学成绩单(UTSG毕业证书) 文凭
原版复刻加拿大多伦多大学成绩单(UTSG毕业证书) 文凭taqyed
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毕业证书加拿大文凭多伦多大学成绩单？【q薇1954292140】复刻成绩单加拿大多伦多大学毕业证(UTSG毕业证书)成绩单定购 多伦多大学毕业证办理，毕业证文凭样本加拿大多伦多大学文凭办理，加拿大多伦多大学成绩单办理和真实留信认证、留服认证、多伦多大学学历认证。学院文凭定制，多伦多大学原版文凭补办，扫描件文凭定做，100%文凭复刻。【q薇1954292140】Buy St. George campus Diploma购买美国毕业证，购买英国毕业证，购买澳洲毕业证，购买加拿大毕业证，以及德国毕业证，购买法国毕业证（q薇1954292140）购买荷兰毕业证、购买瑞士毕业证、购买日本毕业证、购买韩国毕业证、购买新西兰毕业证、购买新加坡毕业证、购买西班牙毕业证、购买马来西亚毕业证等。包括了本科毕业证，硕士毕业证。
如果您在英、加、美、澳、欧洲等留学过程中或回国后：
1、在校期间因各种原因未能顺利毕业《UTSG成绩单工艺详解》【Q/WeChat：1954292140】《Buy St. George campus Transcript快速办理多伦多大学教育部学历认证书毕业文凭证书》，拿不到官方毕业证；
2、面对父母的压力，希望尽快拿到；
3、不清楚认证流程以及材料该如何准备；
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5、回国马上就要找工作《正式成绩单多伦多大学毕业证书》【q薇1954292140】《购买毕业证UTSG成绩单定购》办给用人单位看；
6、企事业单位必须要求办理的；
7、需要报考公务员、购买免税车、落转户口、申请留学生创业基金。
加拿大文凭多伦多大学成绩单，UTSG毕业证【q薇1954292140】办理加拿大多伦多大学毕业证(UTSG毕业证书)【q薇1954292140】成绩单影本多伦多大学offer/学位证研究生学历信息、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作。帮你解决多伦多大学学历学位认证难题。
加拿大文凭购买，加拿大文凭定制，加拿大文凭补办。专业在线定制加拿大大学文凭，定做加拿大本科文凭，【q薇1954292140】复制加拿大St. George campus completion letter。在线快速补办加拿大本科毕业证、硕士文凭证书，购买加拿大学位证、多伦多大学Offer，加拿大大学文凭在线购买。高仿真还原加拿大文凭证书和外壳，定制加拿大多伦多大学成绩单和信封。办硕士学位证UTSG毕业证【q薇1954292140】办理加拿大多伦多大学毕业证(UTSG毕业证书)【q薇1954292140】成绩单定制多伦多大学offer/学位证学历认证报告怎么弄、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作。帮你解决多伦多大学学历学位认证难题。
特殊原因导致无法毕业，也可以联系我们帮您办理相关材料：
１：在多伦多大学挂科了，不想读了，成绩不理想怎么办？？？
2：打算回国了，找工作的时候，需要提供认证《UTSG成绩单购买办理多伦多大学毕业证书范本》【Q/WeChat：1954292140】Buy St. George campus Diploma《正式成绩单论文没过》有文凭却得不到认证。又该怎么办？？？加拿大毕业证购买，加拿大文凭购买，
3：回国了找工作没有多伦多大学文凭怎么办？有本科却要求硕士又怎么办？
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主营项目：
1、真实教育部国外学历学位认证《加拿大毕业文凭证书快速办理多伦多大学成绩单GPA修改》【q薇1954292140】《论文没过多伦多大学正式成绩单》，教育部存档，教育部留服网站100%可查.
2、办理UTSG毕业证，改成绩单《UTSG毕业证明办理多伦多大学学校原版文凭补办》【Q/WeChat：1954292140】Buy St. George campus Certificates《正式成绩单论文没过》，多伦多大学Offer、在读证明、学生卡、信封、证明信等全套材料，从防伪到印刷，从水印到钢印烫金，高精仿度跟学校原版100%相同.
3、真实使馆认证（即留学人员回国证明），使馆存档可通过大使馆查询确认.
4、留信网认证，国家专业人才认证中心颁发入库证书，留信网存档可查.
《多伦多大学扫描件文凭定做加拿大毕业证书办理UTSG文凭定制您的学术成就》【q薇1954292140】学位证1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。
【q薇1954292140】办理多伦多大学毕业证(UTSG毕业证书)仿造在线制作本科文凭【q薇1954292140】多伦多大学offer/学位证、留信官方学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作加拿大多伦多大学毕业证(UTSG毕业证书)学位证书样本
留信认证的作用：
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专业评定：留信认证不仅认证你的学位证书，还会对你的所学专业进行评定。这有助于展示你的学术背景，特别是对于国内公司而言，能够清楚了解你所学专业的水平和价值。
国家人才库入库：认证后，你的信息将被纳入国家人才库，并且可以在国家人才网等平台上展示，供包括500强公司等大型公司挑选和聘用人才。这对于回国找工作特别是进入大公司，具有非常积极的作用。
CloudMonitor - Architecture Audit Review February 2025.pdf
CloudMonitor - Architecture Audit Review February 2025.pdfRodney Joyce
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CloudMonitor FinOps is now a Microsoft Certified solution in the Azure Marketplace. This little badge means that we passed a 3rd-party Technical Audit as well as met various sales KPIs and milestones over the last 12 months.
We used our existing Architecture docs for CISOs and Cloud Architects to craft an Audit Response - I've shared it below to help others obtain their cert.
Interestingly, 90% of our customers are in the USA, with very few in Australia. This is odd as the first thing I hear in every meetup and conference, from partners, customers and Microsoft, is that they want to optimise their cloud spend! But very few Australian companies are using the FinOps Framework to lower Azure costs.A Relative Information Gain-based Query Performance Prediction Framework with...
A Relative Information Gain-based Query Performance Prediction Framework with...suchanadatta3
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To improve the QPP estimate for neural models, we propose to use additional information from a set of queries that express a similar information need to the current one (these queries are called variants). The key idea of our proposed method, named Weighted Relative Information Gain (WRIG), is to estimate the performance of these variants, and then to improve the QPP estimate of the original query based on the relative differences with the variants. The hypothesis is that if a query’s estimate is significantly higher than the average QPP score of its variants, then the original query itself is assumed (with a higher confidence) to be one for which a retrieval model works well.
Kaggle & Datathons: A Practical Guide to AI Competitions
Kaggle & Datathons: A Practical Guide to AI Competitionsrasheedsrq
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Kaggle & Datathons: A Practical Guide to AI Competitions
MLecture 1 Introduction to AI . The basics.pptx
MLecture 1 Introduction to AI . The basics.pptxFaizaKhan720183
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Machine learning and artificial intelligence introduction. Machine learning and artificial intelligence introduction.Machine learning and artificial intelligence introduction.Machine learning and artificial intelligence introduction.Machine learning and artificial intelligence introduction.Machine learning and artificial intelligence introduction.Machine learning and artificial intelligence introduction.Machine learning and artificial intelligence introduction.19th Edition Of International Research Data Analysis Excellence Awards
19th Edition Of International Research Data Analysis Excellence Awardsdataanalysisconferen
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19th Edition Of International Research Data Analysis Excellence Awards
International Research Data Analysis Excellence Awards is the Researchers and Research organizations around the world in the motive of Encouraging and Honoring them for their Significant contributions & Achievements for the Advancement in their field of expertise. Researchers and scholars of all nationalities are eligible to receive ScienceFather Research Data Analysis Excellence Awards. Nominees are judged on past accomplishments, research excellence and outstanding academic achievements.
Place: San Francisco, United States
Visit Our Website: https://researchdataanalysis.com
Nomination Link: https://researchdataanalysis.com/award-nomination
Social Analytics Tools and Techologies
- 1. ? 2015 Xoriant Corporation All rights reserved.? 2015 Xoriant Corporation All rights reserved. www.xoriant.com Social Analytics – Market Landscape & Technologies Amit Gupta www.xoriant.com
- 2. ? 2015 Xoriant Corporation All rights reserved. Social Platform Landscape Social Media Social / Professional Network News Publish Streaming Discussions / Reviews Communica tion
- 3. ? 2015 Xoriant Corporation All rights reserved. Contents 3 Market Analysis Use cases & Niche Products Social Analytics Workflow – Data Collection, Data Quality, Text Processing Text Mining Algorithms & Graph Analytics Platforms offered by Services Companies
- 4. ? 2015 Xoriant Corporation All rights reserved. Everything has Gone Social ! Campaign, Lead Generation Bidding, Price Comparison, Shopping Gaming Learning, Skill Assessment Crowdsourcing CRM, Support Healthcare Product Reviews, Sentiments Monitoring & Security Product Development Surveys, Polls … 4
- 5. ? 2015 Xoriant Corporation All rights reserved. Text Analytics Market 5 Social Media Analytics has a good overlap with Text Analytics Source: https://www.alliedmarketresearch.com/text- analytics-market
- 6. ? 2015 Xoriant Corporation All rights reserved. Social Analytics Landscape – Customer Care 6
- 7. ? 2015 Xoriant Corporation All rights reserved. Social Analytics Landscape – Brand & Campaign Management 7
- 8. ? 2015 Xoriant Corporation All rights reserved. Social Analytics Landscape – Market Research 8 Company Profile & Research Reports Lead Generation & Competition Analysis
- 9. ? 2015 Xoriant Corporation All rights reserved. Social Analytics Landscape – Risk Analysis ? Finance, Manufacturing, …. ? Media Tracking & Analysis ? Company Financials ? Sentiment Mining ? Metrics – Infrastructure, Communication, Politics, Governance etc. – Company Financials, Investments 9
- 10. ? 2015 Xoriant Corporation All rights reserved. Horizontal Technical Solutions & Workflow User Profiling Text Categorization Graph Analytics Natural Language Processing Sentiment Mining Recommendation Engine 10 Data Collection Data Cleaning Mining
- 11. ? 2015 Xoriant Corporation All rights reserved. Data Collection ? Beg, Borrow, Steal ! ? Buy ? Partnerships ? Technologies 11
- 12. ? 2015 Xoriant Corporation All rights reserved. Data Quality ? Abrupt Patterns, Local patterns ? Manipulations ? Bigram detection (Eg. “ works out” ) ? Twitter dictionary 12
- 13. ? 2015 Xoriant Corporation All rights reserved. Data Quality ? User Weights ? Duplicate Detection 13
- 14. ? 2015 Xoriant Corporation All rights reserved. Capturing Entities & Relationships 14 Automates taxonomy creation around concepts Inspired by
- 15. ? 2015 Xoriant Corporation All rights reserved. Dealing with Unstructured Data ? Deriving structure - Taxonomy 15 We Digested Wikipedia
- 16. ? 2015 Xoriant Corporation All rights reserved. User Profiling ? Demographics ? Buying Patterns ? User Conversion (Hidden Markov Model) 16
- 17. ? 2015 Xoriant Corporation All rights reserved. Unsupervised Text Classification 17 Distance-based Clustering Algorithms LDA (latent Dirichlet Allocation) – a representation using matrix
- 18. ? 2015 Xoriant Corporation All rights reserved. Supervised Text Classification 18 Naive Bayes Classifier
- 19. ? 2015 Xoriant Corporation All rights reserved. Natural Language Processing ? Entity Extraction ? POS Parsers ? Sentiment Analysis – Words – Rules ? Interpretation 19
- 20. ? 2015 Xoriant Corporation All rights reserved. Graph Analytics ? Resource Description Framework (RDF) ? Centrality analysis ? Path analysis ? Community detection 20
- 21. ? 2015 Xoriant Corporation All rights reserved. Thank you 21
- 22. ? 2015 Xoriant Corporation All rights reserved. Appendix 22
- 23. ? 2015 Xoriant Corporation All rights reserved. Topic Trends 23