KDnuggets™ News 14:n24, Sep 18
Features | Software | News | Opinions | Interviews | Reports | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets | CFP | Quote
Features
- Hiring Data Scientists: What to look for? - Sep 9, 2014.
Know key characteristics of what makes up a good data scientist based upon the three authors' consulting and research experience, having collaborated with many companies world-wide on the topics of big data and analytics.
- Most Viewed Machine Learning Talks at Videolectures - Sep 11, 2014.
Discover lectures from a variety of summer schools and conference tutorials on machine learning in this list of the top lectures on the subject from videolectures.net.
- Most Viewed Data Mining Talks at Videolectures - Sep 9, 2014.
Watch the top 25 most viewed popular data mining lectures on VideoLectures.NET to learn about topics ranging general big-data tutorials to monetizing data mining startups.
- Webinar: Learn Analytics Best Practices for Hadoop - Sep 17, 2014.
Learn how to overcome some of the main challenges of Hadoop and successfully implement your own advanced analytics in a big data Hadoop environment. Free RapidMiner Webinar, Oct 2.
- PAW: Predictive Analytics World Boston, Learn Uplift Modeling - Sep 17, 2014.
Uplift modeling is a hot analytical method to predict influence, and its adoption is rapidly growing. Learn how to do it at several sessions at PAW Boston, Oct 5-9. KDnuggets Discount.
- Coursera / Stanford Mining Massive Datasets MOOC - Sep 16, 2014.
Don't miss this Big Data MOOC on Coursera (free)! Top Stanford researchers teach efficient and scalable methods for extracting models and other information from very large amounts of data. Starts Sep 29.
- MOOC: “Process Mining: Data science in Action” - Sep 10, 2014.
This 6 week online course provides data science knowledge that can be applied directly to analyze and improve processes in a variety of domains.
Software
- Rattle package for Data Mining and Data Science in R - Sep 17, 2014.
Try the newly-released version of Rattle, the open source R package for data mining, and enjoy accessing a huge array of data mining algorithms through a convenient interface.
- CoLaboratory: Doing Data Science Collaboratively Like Google Doc - Sep 3, 2014.
A review of CoLaboratory which enables data scientists to write code like on Google Doc.
News
- Top stories for Sep 7-13: Hiring Data Scientists; MOOC - Process Mining - Sep 14, 2014.
Hiring Data Scientists: What to look for?; MOOC: Process Mining: Data science in Action; Most Viewed Machine Learning Talks at Videolectures.
- Most Viewed Text Mining Lectures - Sep 12, 2014.
View some of the most popular text mining lectures from videolectures.net and learn about topics including mining web data and building large-scale information retrieval systems.
- Most Viewed Big Data Talks at Videolectures - Sep 10, 2014.
Learn about topics ranging from applying big data to industrial settings to using machine learning on big data knowledge graphs from these big data lectures on videolectures.net.
- Founders of Yahoo! and MySQL Invest in Import.io - Sep 8, 2014.
Import.io raises $3M round from Jerry Yang and David Axmark. Released a streamlined version of web data extraction tool with exciting new features.
- Top stories for Aug 31 - Sep 6 - Sep 8, 2014.
Sibyl: Google system for Large Scale Machine Learning; Four main languages for Analytics; Cartoon: Robot Labor Day 2050; Exclusive: Ajay Bhargava, TCS shares the Big Data Mantra.
- Top stories in August: Four main languages for Analytics, Data Mining, Data Science - Sep 4, 2014.
Also Deep Learning resources; Sibyl - Google system for Large Scale Machine Learning; Exclusive: Dell Management on Analytics.
- August 2014 Analytics, Big Data, Data Mining Acquisitions and Startups Activity - Sep 3, 2014.
August 2014 acquisitions, startups, and company activity in Analytics, Big Data, Data Mining, and Data Science: Infosys, Enlitic, Guavus, Google buys Jetpac, Algorithmia, MedAssets buys Sq2, Yahoo buys Zofari, Adatao.
Opinions
- Shifting CXO crowns and changing Analytics Leadership - Sep 3, 2014.
Learn about how the analytics landscape has shifted in recent years and how this has pushed the CXO to pursue higher levels of analytics competition to meet business needs.
Interviews
- Exclusive Interview: Imran Siddiqi, SAP on Why the Business needs Ambitious Big Data Use Cases - Sep 13, 2014.
We discuss the selection and tracking of use cases, key points for designing a sustainable information architecture, the need for ambitious use cases, SAP's competitive differentiation, and more.
- Exclusive Interview: Imran Siddiqi, SAP on the Strategic Value Proposition of Big Data - Sep 11, 2014.
We discuss the impact of Big Data advancements on business strategy, value proposition of Big Data, importance of partnerships, key risks and mitigation strategy, how to win sustained patronage for Big Data projects and more.
- Interview: Joe Otto, Alpine on Selecting the Right Big Data Vendor - Sep 10, 2014.
We discuss Big Data vendor landscape, key relevant questions, Alpine's competitive differentiation, important qualities sought in data scientists, and more.
- Interview: Joe Otto, Alpine on Why Big Data is all about Empowerment & Collaboration - Sep 9, 2014.
We discuss the story of Alpine Data Labs, the recent recognition of Alpine, effect of YARN, major customer use cases, and challenges in consumerizing Big Data.
- Exclusive Interview: Ajay Bhargava, TCS on the Ideal Analytics Curriculum at Graduate-level - Sep 5, 2014.
We discuss the differences between analytics and Big Data, the evolution of expectations from data science, important qualities desired in data scientists, ideal curriculum for Analytics focused programs, advice and more.
- Exclusive Interview: Ajay Bhargava, TCS shares the Big Data Mantra: Harness Data and Harvest Value - Sep 4, 2014.
We discuss how to tame Big Data through harnessing data and harvesting value, the top Big Data priorities in Insurance sector, short-term and long-term needs of Healthcare Analytics, and more.
Reports
- INFORMS The Business of Big Data 2014: Day 2 Highlights - Sep 15, 2014.
Highlights from the presentations by Big Data leaders from Accenture, Analytics Media Group, SAS and Intel on day 2 of INFORMS The Business of Big Data.
- Customer Analytics Summit 2014 Chicago: Day 2 Highlights - Sep 12, 2014.
Highlights from the presentations by Big Data & Analytics experts from Microsoft, Sears Holdings and Obama for America on day 2 of Customer Analytics Summit 2014.
- Customer Analytics Summit 2014 Chicago: Day 1 Highlights - Sep 11, 2014.
Highlights from the presentations by Big Data & Analytics experts from ShareThis, Netflix and Ancestry on day 1 of Customer Analytics Summit 2014.
Webcasts and Webinars
- Webinar: Learn Analytics Best Practices for Hadoop - Sep 17, 2014.
Learn how to overcome some of the main challenges of Hadoop and successfully implement your own advanced analytics in a big data Hadoop environment. Free RapidMiner Webinar, Oct 2.
- Upcoming Webcasts on Analytics, Big Data, Data Science - Sep 16 and beyond - Sep 16, 2014.
NASA Earth Science, Modern Regression Analysis, Strata + Hadoop NYC preview, Data Mining: Failure To Launch, Data Science with R, Not All Graph Databases Are Created Equal, and more.
Courses
- Coursera / Stanford Mining Massive Datasets MOOC - Sep 16, 2014.
Don't miss this Big Data MOOC on Coursera (free)! Top Stanford researchers teach efficient and scalable methods for extracting models and other information from very large amounts of data. Starts Sep 29.
- MOOC: “Process Mining: Data science in Action” - Sep 10, 2014.
This 6 week online course provides data science knowledge that can be applied directly to analyze and improve processes in a variety of domains.
- Northwestern Online Master of Science in Predictive Analytics - Sep 4, 2014.
Build in-demand skills for the growing analytics field, prepare for leadership-level career, learn from distinguished faculty and industry experts, and build analytic expertise.
Meetings
- 10 reasons to attend the Analytics 2014 conference - Sep 17, 2014.
Don't miss Analytics 2014 conference, at Bellagio Las Vegas, Oct 20-21. Here are the top 10 reasons why you should attend, including a KDnuggets discount.
- PAW: Predictive Analytics World Boston, Learn Uplift Modeling - Sep 17, 2014.
Uplift modeling is a hot analytical method to predict influence, and its adoption is rapidly growing. Learn how to do it at several sessions at PAW Boston, Oct 5-9. KDnuggets Discount.
- Text Analytics Summit 2014, San Francisco, Nov 4-5 - Sep 16, 2014.
13th Annual Text Analytics Summit West will be back in San Francisco Nov 4-5, with workshops on Nov 3. Join text analytics practitioners, vendors, visionaries and thought leaders from top companies. KDnuggets discount.
- SAS Analytics 2014, Las Vegas, October - Sep 4, 2014.
Join nearly a thousand analytics professionals at the Analytics 2014 conference in Las Vegas on Oct 20-21. Learn new skills. Grow your network. Have fun! Big KDnuggets discount.
Jobs
- Nike: Senior Data Scientist, Applied Analytics - Sep 16, 2014.
Be one of the analytics professionals generating business-driving multichannel insight and CRM targeting strategies for Nike Direct to Consumer business.
- Skyhigh Networks: Data Scientist - Big Data - Sep 16, 2014.
Help us develop data models for user behavior, security threat detection and other advanced persistent threats, as part of groundbreaking technology for enabling the safe adoption of cloud services.
- DuPont Pioneer: Data Scientist - Sep 15, 2014.
Seek a strong data scientist with background in machine learning and data mining, a critical position with the potential for significant, long-term impact on our business.
- Rocket Fuel: Principal Research Scientist - Machine Learning - Sep 15, 2014.
Develop predictive models and optimization algorithms for ad targeting and bidding on active ad exchanges to optimize advertising results. Grow and lead a team of world class machine learning engineers / scientists.
- Xerox (Bangalore): (Sr) Research Scientists - Text & Graph Analytics - Sep 13, 2014.
Work on challenging research problems with real life relevance pertaining to different business verticals such as Customer Care, Social Media, Healthcare, Education.
- Schlumberger: Advanced Analytics Leader - Sep 11, 2014.
Lead the team working with the data and business intelligence resources to build and deliver analytics capabilities to the business segments and support the business and IT transformation.
- Schlumberger: Lead Data Scientist - Sep 11, 2014.
Work with the data and business intelligence resources to build and deliver analytics capabilities to the business segments and support the business and IT transformation.
- Schlumberger: Senior Data Scientist - Sep 11, 2014.
Working with the data and business intelligence resources to build and deliver analytics capabilities to the business segments and support the business and IT transformation.
- Alibaba: Senior Data Scientist - Sep 10, 2014.
Develop rich insight into consumer behaviors, preferences and experiences from the vast resources in order to improve the customer experience across a broad range of areas.
- WhitePages: Senior Statistician / Data Scientist - Sep 8, 2014.
You have a unique combination of analytic, engineering, and communication skills that allows you to address all aspects of making data valuable, and WhitePages has a unique challenge for you.
- Nomis Solutions: Principal, Business Analytics - Sep 3, 2014.
Supporting sales, defining business requirements, designing the right solution working with our clients, proving it in the market, and producing the insight to ensure customers extract the value that we promise.
- Bosch Research and Technology Center: Multiple Data Scientist, Data Mining Engineer positions - Sep 3, 2014.
Join the Data Science team at Bosch RTC to research and develop novel, large scale machine learning and data mining algorithms, for Predictive Maintenance, Health Informatics, Vehicle Diagnostics, Manufacturing, and other applications.
Academic and Research positions
- Monash: Lecturer (Data Science) - Sep 13, 2014.
Come work on research/teaching in the world's most livable city (4 times running) with the strongest academic machine learning team in the Asia-Pacific region.
- HICT: 20 funded doctoral student positions - Sep 10, 2014.
HICT, a joint initiative by Aalto U. and U. of Helsinki has 20 fully funded positions for exceptional doctoral students in algorithms and machine learning, life science informatics, networked systems and other areas.
Publications
- What is Big Data - answers from thought leaders - Sep 12, 2014.
What do you think when you hear “big data”? Maybe take a moment and think about this, before you let all the opinions below influence you.
Top Tweets
- Top KDnuggets tweets, Sep 15-16 - Sep 17, 2014.
14 Awesome (and Free) Data Science Books on Statistical and Machine Learning;
Mining Massive Datasets, free on Coursera, by top Stanford researchers - starts Sep 29;
Nike: Senior Data Scientist. - Top KDnuggets tweets, Sep 10-14 - Sep 16, 2014.
Most Viewed Machine Learning Talks and Text Mining Lectures at Videolectures;
3 Marks of Real #DataScience;
MOOC: Process Mining: Data science in Action. - Top KDnuggets tweets, Sep 3-9 - Sep 12, 2014.
What Is #BigData? Definitions from 40+ thought leaders;
Fewer companies are hiring Data Scientists but #DataScience is still hot;
Choosing the right estimator scikit-learn #CheatSheet;
How do Twitter Analytics show followers gender, when they dont ask? - Top KDnuggets tweets, Sep 1-2 - Sep 3, 2014.
#DataMining Reddit using Python and R #rstats;
Is @TheEconomist wrong? Money does "buy" happiness, on the log-log scale;
Facebook Data Scientists: Who Are They and What Do They Do;
Online Master of Science in Data Science.
CFP
- Sep 27, 2014 IEEE Int. Conf. on Big Data (IEEE BigData 2014) - Call for Posters, Washington DC, USA. Oct 27-30, 2014
- Sep 28, NetSci-x2015, Int. School and Conf. on Network Science, Rio de Janeiro, Brazil. Jan 14-16, 2015
- Oct 8, 15th Conf. on Artificial Intelligence in Medicine (AIME 2015), Pavia, Italy. Jun 17-20, 2015
- Oct 15, 2015 ACM India SIGKDD Conf. on Data Sciences (IKDD CODS), Bangalore, India. March 18-21, 2015
- Nov 7, 2015 Int. Conf. on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP15), Washington DC, USA. Mar 31 - Apr 3, 2015
- Nov 28, The 19th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2015), Ho Chi Minh City, Viet Nam. May 19-22, 2015
- Feb 27, DATA ANALYTICS 2015, The Fourth Int. Conf. on Data Analytics, Nice, France. Jul 19-24, 2015