O'Reilly、Cloudera 主办
Make Data Work
2017年7月12-13日:培训
2017年7月13-15日:会议
北京,中国

Strata Data Conference 2017主题演讲讲师

叶杰平  (Ye Jieping)

叶杰平 (Ye Jieping)
副总裁, 滴滴出行

叶杰平,滴滴出行研究院副院长,DiDi Fellow,美国密歇根大学终身教授及密歇根大学大数据研究中心的管理委员会成员。2005年美国明尼苏达大学计算机系博士毕业。专业方向为机器学习, 数据挖掘,以及大数据分析。在机器学习和数据挖掘国际顶级会议及期刊上共发表论文200余篇。曾获KDD和ICML最佳论文奖以及美国国家自然科学基金会生涯奖 (NSF CAREER Award),并担任多个机器学习和数据挖掘领域顶级会议的主席。现任职机器学习和数据挖掘期刊IEEE TPAMI,DMKD,和 IEEE TKDE的副编委。

10:25 Friday, 2017-07-14
Every day, Didi Chuxing's platform generates over 70 TB worth of data, processes more than 20 billion routing requests, and produces over 14 billion location points. Ye Jieping explains how Didi Chuxing applies AI technologies to analyze such big transportation data and improve the travel experience for people in China. Full Details
马子雅 (Ziya Ma)

马子雅 (Ziya Ma)
Vice President, Big Data Technologies, Intel

Ziya Ma is vice president in Intel architecture, graphics, and software as well as director of data analytics technologies in system software products at Intel. Ziya is responsible for optimizing big data solutions on the Intel architecture platform, leading open... Read More.

09:35 Friday, 2017-07-14
本主题将突出英特尔多方面的努力:大数据技术借助民主化进程,通过广泛的产品组合而整合生态系统;通过新的高度优化的AI解决方案的贡献,推进创新;并释放智慧以解决世界上最大的挑战,同时提供给客户最大的商业价值。 Full Details
Amr Awadallah

Amr Awadallah
CTO, Cloudera

Amr Awadallah is the cofounder and CTO at Cloudera. Previously, Amr was an entrepreneur in residence at Accel Partners, served as vice president of product intelligence engineering at Yahoo, and ran one of the very first organizations to use... Read More.

09:05 Saturday, 2017-07-15
Amr Awadallah explains how data science and machine learning methods are evolving to bring a more comprehensive, secure, and enterprise-grade data science experience to the enterprise. Full Details
Lukas Biewald

Lukas Biewald
Founder and Chief Data Scientist , Weights & Biases

Lukas Biewald is the founder and chief data scientist of Weights & Biases, a data enrichment platform that taps into an on-demand workforce to help companies collect training data and do human-in-the-loop machine learning. Previously, he led the Search Relevance... Read More.

10:05 Saturday, 2017-07-15
As companies take machine learning out of R&D and into production, they face a whole new set of challenges. Lukas Biewald explains why human in the loop, active learning, and transfer learning are all essential design patterns for making deep learning real. Full Details
Jike Chong

Jike Chong
Chief Data Scientist, Tsinghua University | Acorns

种骥科博士现任宜人贷 (NYSE:YRD) 首席数据科学家,正利用“万神庙”框架创建/布局宜人贷数据部,并负责反欺诈风控,和数字驱动的运营和创新。之前,种骥科曾任职于美国Simply Hired招聘平台,创建了数据科学部, 并应邀为白宫科技办公室参谋大数据技术产品设计。还曾就职于美国Silver Lake 私募公司任Kraftwerk基金数据科学架构师,负责大数据技术在私募投资风控方面的应用。种骥科曾任美国卡内基梅隆大学教授与博士生导师,持有加州大学伯克利分校电子工程和计算机科学系博士学位,卡内基梅隆大学电子和计算机工程系硕士及本科学位,和9项专利(5项获准,3项待批)。

Doug Cutting

Doug Cutting
Chief Architect, Cloudera

Doug Cutting is the chief architect at Cloudera and the founder of numerous successful open source projects, including Lucene, Nutch, Avro, and Hadoop. Doug joined Cloudera from Yahoo, where he was a key member of the team that built and... Read More.

09:00 Friday, 2017-07-14
大会日程主席 Ben Lorica、Jason Dai 与 Doug Cutting致辞开始第一天主题演讲。 Full Details
09:00 Saturday, 2017-07-15
大会日程主席 Jason Dai、 Doug Cutting, 与 Ben Lorica致辞开始第二天主题演讲。 Full Details
Jason (Jinquan) Dai

Jason (Jinquan) Dai
CTO, Big Data Technologies, Intel

Jason (Jinquan) Dai is a senior principal engineer and CTO of big data technologies at Intel, where he is responsible for leading the global engineering teams (located in both Silicon Valley and Shanghai) on the development of advanced big... Read More.

09:00 Friday, 2017-07-14
大会日程主席 Ben Lorica、Jason Dai 与 Doug Cutting致辞开始第一天主题演讲。 Full Details
09:00 Saturday, 2017-07-15
大会日程主席 Jason Dai、 Doug Cutting, 与 Ben Lorica致辞开始第二天主题演讲。 Full Details
Luke Han

Luke Han
Cofounder and CEO, Kyligence

Luke (Qing) Han is the coounder and CEO of Kyligence, which provides a leading intelligent data platform powered by Apache Kylin to simplify big data analytics from on-premises to the cloud. Luke is the cocreator and PMC chair... Read More.

09:35 Saturday, 2017-07-15
大数据已成企业的核心竞争力,在大数据技术及平台相对复杂,人才短缺的现状下,大数据生产力无法得以充分释放,过多的依赖于人,特别是专业培训过的工程师很难让企业可以快速构建大数据平台,快速相应业务变化。 本次主题演讲,将从一个新的角度去看待这个问题,介绍为什么将传统的DW/BI能力、理论、方法论等在大数据平台上进行使能是如此的重要,如何通过这种办法,充分发挥现有人才的能力,为企业提供释放大数据生产力的可能 Full Details
Mick Hollison

Mick Hollison
Chief Marketing Officer, Cloudera

Mick leads Cloudera’s worldwide marketing efforts, including advertising, brand, communications, demand, partner, solutions, and web. Mick has had a successful 25-year career in enterprise and cloud software. Previously, he was CMO at sales acceleration and machine learning company InsideSales.com,... Read More.

09:05 Friday, 2017-07-14
Mick Hollison and Jien Zhou discuss how organizations are applying machine learning and advanced analytics to improve customer service and reduce the threat of fraud and cyberattack and explain how China UnionPay is using big data to deliver a better customer experience and manage risk. Full Details
Yuanqing Lin

Yuanqing Lin
百度深度学习实验室(IDL)主任 (Head of Baidu Research), Baidu

林元庆,现任百度深度学习实验室(IDL)主任,拥有清华大学光学工程硕士学位和宾夕法尼亚大学电气工程博士学位。

林元庆在机器学习和计算机视觉等研究领域拥有多年的研究经验和显著的成果。在加入百度前,曾任NEC美国实验室媒体分析部门主管。在他的带领下NEC研究团队在深度学习、计算机视觉和无人驾驶等领域取得世界领先水平。2005年至今在顶级国际会议和期刊发表论文30余篇,拥有11项美国专利,曾担任NIPS大会领域主席、大规模视觉识别和检索国际研讨会联合主席等。

加入百度后,林元庆致力于带领深度学习实验室研发具有统治级别的人工智能技术,其领导的团队在多个领域实现了技术上重大进展并且应用到百度的多项产品中去,极大地提升了产品的性能以及用户的体验,其带领的团队在多项重要计算机视觉技术在国际测试集上取得世界第一名的好成绩。

Yuanqing Lin is the head of the Baidu Research, where he is responsible for managing the company’s four sublabs: IDL, Big Data Lab (BDL), Augmented Reality Lab (ARL), and Silicon Valley Artificial Intelligence Lab... Read More.

10:20 Saturday, 2017-07-15
Yuanqing Lin explores Baidu’s progress in face recognition based on big data. Full Details
Han Liu

Han Liu
Director, Reinforcement Learning Center, Tencent AI Lab

刘晗,腾讯AI Lab强化学习中心总监,美国西北大学计算机系,统计系,工业工程与管理科学系终身教授。曾任教于普林斯顿大学运筹与金融科学系以及约翰霍普金斯大学生物统计与计算机科学系。2010年美国卡耐基梅隆大学计算机学院机器学习与统计学联合博士毕业。专业方向为人工智能,机器学习,以及大数据分析。在统计学与机器学习国际顶级会议及期刊上共发表论文100余篇。曾获ICML最佳论文奖以及世界连续优化会议最佳论文奖。刘晗博士是美国国家自然科学基金会生涯奖 (NSF CAREER Award)得主,美国斯隆研究奖 (Alfred P Sloan Research Fellowship in Mathematics),国际数理统计协会Tweedie奖(IMS Tweedie New Researcher Award), 美国数理统计协会年轻学者奖 (ASA Noether Young Scholar Award),以及普林斯顿大学 Howard B Wentz 奖。 并担任顶级机器学习顶级会议NIPS,ICML的领域主席。现任顶级统计学期刊JASA和EJS的副编委。

Ben Lorica

Ben Lorica
Chief Data Scientist, O'Reilly Media

Ben Lorica is the chief data scientist at O’Reilly Media. Ben has applied business intelligence, data mining, machine learning, and statistical analysis in a variety of settings, including direct marketing, consumer and market research, targeted advertising, text mining, and financial... Read More.

09:00 Friday, 2017-07-14
大会日程主席 Ben Lorica、Jason Dai 与 Doug Cutting致辞开始第一天主题演讲。 Full Details
09:00 Saturday, 2017-07-15
大会日程主席 Jason Dai、 Doug Cutting, 与 Ben Lorica致辞开始第二天主题演讲。 Full Details
09:45 Friday, 2017-07-14
Details to come. Full Details
Dennis Weng

Dennis Weng
VP of Engineering, JD Group

Dennis Weng is vice president of engineering at JD Group. A 20-year IT veteran in cutting-edge technology companies, Dennis is an expert on storage systems and very large clustering systems. He holds nearly 20 US patents. Three years ago, he... Read More.

10:10 Friday, 2017-07-14
Online shopping accounts for over 15% of China's overall shopping market and has been growing more than 20% every year. Over the past 13 years, JD has successfully become a direct sale online retail giant. Dennis Weng explains how JD has used rich and high-value customer and business data to become one of the most important data companies in China. Full Details
Ming Yang

Ming Yang
Vice President, Horizon Robotics

Ming Yang is the cofounder and vice president of software at Horizon Robotics. Previously, he was one of the founding members of the Facebook Artificial Intelligence Research (FAIR) team and a former senior researcher at NEC Labs America.... Read More.

09:45 Saturday, 2017-07-15
Ming Yang offers a brief introduction to deep neural network computation as well as an overview and comparison of the competing heterogeneous computing options, such as DSP, GPU, TPU, FPGA, and ASIC. Full Details
Zhe Zhang

Zhe Zhang
Engineering Manager, LinkedIn

Zhe Zhang is an engineering manager at LinkedIn, where he’s currently leading an excellent engineering team to provide big data services (HDFS, YARN, Spark, TensorFlow, and beyond) to power LinkedIn’s business intelligence and relevance applications. Zhe is an... Read More.

09:20 Friday, 2017-07-14
领英是全球最早应用大数据技术的公司之一。在过去9年的时间里,领英的大数据平台扩展了将近500倍,从20台节点支持10个用户运行MapReduce,到现在超过1万台节点支持几千名工程师和科学家运行从交互式Presto查询到TensorFlow深度学习的各种大规模数据分析。这个报告会分享领英的大数据平台团队怎样解决大规模和高速增长带来的各种挑战。 Full Details
Jien Zhou

Jien Zhou
UnionPay

Jien Zhou works at China UnionPay (CUP), where he is responsible for the planning and design of the CUP data warehouse and large data platform system, the CUP cloud platform, autonomous middleware, database research and development, and... Read More.

09:05 Friday, 2017-07-14
Mick Hollison and Jien Zhou discuss how organizations are applying machine learning and advanced analytics to improve customer service and reduce the threat of fraud and cyberattack and explain how China UnionPay is using big data to deliver a better customer experience and manage risk. Full Details

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