- How AI is Driving Innovation in Astronomy - Sep 29, 2020.
In this blog, we look at a disruptive AI program - Morpheus - developed by Researchers at UC Santa Cruz that can analyze astronomical image data and classify galaxies and stars with surgical precision. If you're reading this with "starry" eyes, we bet we've got you hooked.
AI, Deep Learning, Innovation, Science
- How Semiconductor Innovation Could Help Prevent The Next Pandemic - Aug 19, 2020.
Samsung Semiconductor technology has played a particularly essential role in the fight against Covid-19. Samsung technology powers many of the most innovative programs and AI platforms that are helping scientists conduct research and achieve breakthroughs at a speed that would have been impossible just a few years ago.
COVID-19, HPC, Innovation, Samsung
- Network with Google, Intel, Facebook, LinkedIn & more - Mar 27, 2019.
The Predictive Analytics Innovation Summit takes place Apr 29 & 30 in San Diego. Secure your place at this must-attend event for data professionals today and deep-dive into a new era of AI and data strategy.
CA, Facebook, Google, Innovation, Intel, LinkedIn, Predictive Analytics, San Diego
- How AI can help solve some of humanity’s greatest challenges – and why we might fail - Feb 12, 2019.
AI represents a step change in humanity’s ability to rise to its greatest challenges. We explore three areas in which AI can contribute to the UN’s Global Goals - and why we could fall short.
AI, Finance, Healthcare, Innovation, Social Good, United Nations
- NYU Stern Fubon Center for Technology, Business and Innovation: Fubon Center Faculty Fellow [New York, NY] - Jan 8, 2019.
The Fubon Center for Technology, Business and Innovation at New York University’s Stern School of Business invites applications for a position as a Fubon Center Faculty Fellow, focusing on research in data science, data analytics, machine learning, artificial intelligence, and related topics.
Business, Faculty, Innovation, New York, NY, NYU
- The future of Big Data, Machine Learning and Data Visualization in Europe - Aug 21, 2018.
Learn more about the hottest trends that are shaping the future and beyond at Big Data Summits in London and Barcelona. Deep dive into the topics that will shake up your industry and encourage innovation at your company. Enjoy £250 off all two-day events with code KD250.
Barcelona, Big Data, Data Visualization, Enterprise, Europe, Innovation, London, Machine Learning, Spain, UK
- Big Data Innovation & Data Visualization Summits, Boston, September 11-12 - Aug 7, 2018.
Cover all things within the realm of Big Data Innovation and Data Visualization as you advance your learning, knowledge and understanding on areas including: Use code KD200 to save.
Big Data, Big Data Summit, Boston, Data Visualization, IE Group, Innovation, MA
- Las Vegas Data Innovation Summits - Jun 28, 2018.
We're bringing together 200+ leaders from the data & analytics industry for you to network, learn and to discuss the latest trends, topics & opportunities. Use code KD300 to save.
Big Data, Business Analytics, IE Group, Innovation, Las Vegas, NV, Summit
- Las Vegas Data Innovation Festival, July 17-18 - May 8, 2018.
Why should be in Vegas? Network with other professionals, learn at 50+ technical sessions, talk to speakers and top experts, and enjoy the city!
Big Data, Business Analytics, IE Group, Innovation, Las Vegas
- Data and Analytics Cutting-Edge Events in San Francisco and Chicago - Mar 15, 2018.
Join us in San Francisco or Chicago this spring for the next chapters of the World-renowned Data & Analytics Innovation events, bringing together the top minds in Big Data and Analytics across industries.
Analytics, CA, Chicago, IE Group, IL, Innovation, San Francisco
- Get the best out of your data – learn how, in London or San Francisco – KDnuggets Offer - Feb 22, 2018.
Join us in San Francisco or London this Spring the next chapters of the World-renowned Data & Analytics Innovation Summits. Bringing together the top minds in Big Data and Analytics industry. Use code KD200 to get £/$200 off any two-day pass.
CA, IE Group, Innovation, London, San Francisco, UK
- U. of Edinburgh: 30 Chancellor Fellowships in Data-Driven Innovation - Feb 13, 2018.
30 Highly prestigious 5-year tenure track fellowships focused on data-enabled research and innovation applied to any discipline with the distinct possibility of an open-ended contract. Apply by 12 March 2018.
Edinburgh, Fellowship, Innovation, UK, University of Edinburgh
- Big Data Innovation, Data Visualization Summits, Boston, Sep 7-8 - Jul 20, 2017.
Visualize your data, Demonstrate its value, and tailor your pitch - learn how from the industry leaders in Boston.
Big Data, Boston, Data Visualization, IE Group, Innovation, MA, Summit
- ACM SIGKDD Calls for Nominations for Top Awards in Data Science, Data Mining Awards - Apr 14, 2017.
ACM SIGKDD, the premier global professional organization for data science and data mining, is calling for nominations for top awards in the field: Doctoral Dissertation Award, Test-of-time Award, Innovation Award (the "Nobel" prize of Data Science), and Service Award.
ACM, Awards, Innovation, KDD-2017, SIGKDD
- Last Chance: Big Data San Francisco, April 19 & 20 - Mar 27, 2017.
The Big Data Innovation Summit is coming to San Francisco, April 19 & 20. We are now down to the final batch of passes - secure yours with $200 off using code KD200.
Big Data, CA, Innovation, San Francisco, Summit
- Creativity is Crucial in Data Science - Feb 20, 2017.
Creativity and Innovation are integral to Data Science and going forward in the world of AI, those are the things that will give edge to the humans over the machines.
Analytics Innovation, Creativity, Data Science, Innovation
- KDnuggets Exclusive: London Data Festival 2017, Mar 30 & 31 - Feb 13, 2017.
The London Data Festival takes place March 30 & 31, with KDnuggets readers getting £200 off all two-day passes with code KD200.
Big Data, Innovation, London, UK
- Hurry – 10 Days Until 2017’s Essential Data Event - Jan 16, 2017.
There are only 10 days to go until the Las Vegas Data & Analytics Summits, and only a handful of passes left. If you haven't had a chance to register yet, do it now!
Big Data, Business Analytics, IE Group, Innovation, Las Vegas, NV, Summit
- Forecast Your Future With Analytics Insights From Google, Bloomberg & others - Dec 13, 2016.
What are the top AI & Machine Learning trends for 2017? Join the Predictive Analytics Innovation Summit in San Diego on Feb 22 & 23, 2017, to find out everything you need to know about Real-time Machine Learning algorithms, developing strong data-driven cultures and more!
Bloomberg, CA, Google, IE Group, Innovation, Predictive Analytics, San Diego
- Data & Analytics Festival, Las Vegas – Catch The Early Bird - Nov 15, 2016.
2 great Las Vegas Summits: Big Data Innovation - Learn how to build scalable architecture for an effective data strategy; Business Analytics Innovation - learn how the most innovative companies communicate insight, and much more. Early Bird rates end Nov 25.
3Vs of Big Data, Big Data, IE Group, Innovation, Las Vegas, NV
- Big Data Innovation Summit – KDnuggers Offer - Aug 22, 2016.
The Big Data Innovation Summit in Boston, Sep 8-9 brings you top experts who discuss how data can be made actionable, effective and produce tailored insights. Use code KD10 for extra savings.
Big Data Summit, Boston, IE Group, Innovation, MA
- Data Mining/Data Science “Nobel Prize”: 2016 SIGKDD Innovation Award to Philip S. Yu - Jul 15, 2016.
Dr. Philip S. Yu wins ACM KDD Innovation Award for his influential research and scientific contributions on mining, fusion and anonymization of big data.
ACM, Awards, Innovation, Philip S. Yu, SIGKDD
- Using Big Data and Predictive Analytics to Reach 63% Growth – case study - Jul 12, 2016.
Join The Big Data Channel and Innovation Enterprise for three summits September 8 & 9 in Boston, where KDnuggets readers get a 10% discount. Register now!
Big Data, Data Visualization, IE Group, Innovation, Internet of Things, IoT
- Strategize Your Data Capabilities to Maximize Business Performance - Jun 7, 2016.
Attend Big Data Innovation Summit on Sep 8-9 in Boston and learn how to organize your data science team, increase productivity, construct an effective data strategy, and use the most advanced data tools and technologies.
Big Data, Boston, IE Group, Innovation, MA
- Big Data Innovation, San Francisco, April: Connect with Apple, NASA, and more - Apr 8, 2016.
Very few "All-access" passes remain for the Big Data Festival in San Francisco, Apr 21-22, which let to access Big Data Innovation (Keynotes: Uber, US Dept of Commerce, Airbnb, LinkedIn), Internet of Things Summit (Keynotes: Apple, Samsung, ...), and Data Visualization Summit (Keynotes: MasterCard, NASA, Pinterest).
Apple, Big Data Summit, CA, Data Visualization, IE Group, Innovation, IoT, NASA, San Francisco
- Big Data, Data Visualization, Internet of Things, San Francisco, April 21-22 - Mar 22, 2016.
What do Big Data, the Internet of Things and Data Visualization have in common? See all of them at the upcoming Data Festival in San Francisco on Apr 21-22. Get special access with code KDACCESS.
Big Data Summit, CA, Data Visualization, IE Group, Innovation, IoT, San Francisco
- Big Data Innovation Summit, San Francisco, Apr 21-22, 2016 – Early bird, KDnuggets discount - Feb 11, 2016.
Hear groundbreaking presentations on Big Data Analytics, Retail, Finance, Data-Driven Product Innovation, and Healthcare. Early Bird rates end Feb 19 - get extra 10% off with code KD10.
Big Data Summit, CA, IE Group, Innovation, San Francisco
- Kickstart Your Data Initiatives in 2016 – KDnuggets discount - Jan 18, 2016.
The Apache Hadoop, Predictive Analytics and Data Science Innovation Summits will be in San Diego, Feb 18-19. Get 20% off all two-day passes with code KD20.
CA, Data Science, Hadoop, IE Group, Innovation, Predictive Analytics, San Diego, Summit
- IE Business School Innovation-based programs: Big Data for Business - Nov 23, 2015.
IE Business School programs are designed to transfer knowledge directly from the classroom to the workplace. Learn more about our upcoming Innovation-based programs, including Big Data for Business.
Big Data, IE School, Innovation, Madrid, Spain
- Top KDnuggets tweets, Oct 6-12: Big innovations in Data Science yet to come; 5 steps to learn Data Science - Oct 13, 2015.
Big innovations in #DataScience yet to come: new #algorithms, data, new thinking; 5 steps to learn #DataScience: 1. Learn to love data; Why Tracy-Widom Mysterious Statistical Law so common - Phase transitions; Best of /r/MachineLearning in September.
Data Science Education, Deep Learning, Innovation, R, Tracy-Widom
- Predictive Analytics as an Engine Of R&D and New Product Launches - Aug 12, 2015.
Predictive analytics is not only the way to discover the underlying patterns, but it can also help you with innovation. Here, we discuss the ways to innovate by combining it with business logic, marketing and bridging demand supply factors.
Innovation, Lana Klein, Predictive Analytics
- KDnuggets™ News 15:n24, Jul 29: Big Data to Big Profits; Mining Massive Datasets; Data for Humanity - Jul 29, 2015.
From Big Data to Big Profits: A Lesson from Google's Nest; Coursera/Stanford "Mining Massive Datasets", free online course; Data for Humanity: A Request for Support; To Code or Not to Code with KNIME.
Data Mining, Innovation, Machine Learning, Sentiment Analysis, SIGKDD
- Interview: Brian Kursar, Toyota on Big Data & Advanced Analytics – Cornerstones of Innovation - Jul 28, 2015.
We discuss the Big Data architecture at Toyota, executives’ perception of Analytics, Toyota Innovation Fair, advice, trends, and more.
Advanced Analytics, Big Data, Brian Kursar, Career, Communication, Innovation, Interview, Toyota
- Data Mining/Data Science “Nobel Prize”: ACM SIGKDD 2015 Innovation Award to Hans-Peter Kriegel - Jul 22, 2015.
Prof. Hans-Peter Kriegel wins ACM KDD Innovation Award for his influential research and scientific contributions to data mining in clustering, outlier detection and high-dimensional data analysis, including density-based approaches.
ACM, Awards, Clustering, Hans-Peter Kriegel, Innovation, SIGKDD
- Algorithmia – How Marketplaces are Fostering Innovation? - Apr 9, 2015.
We have a marketplace for almost everything – mobile apps, cabs, hotels, and what not. But, not for algorithms. Algorithmia takes up that challenge.
Algorithmia, API, California, Crowdsourcing, Innovation, Marketplace, Social Networks
- Interview: Beena Ammanath, GE on the Industrial Internet for Data-driven Innovation - Mar 23, 2015.
We discuss the role of Analytics at GE, Industrial Internet and how it is different from consumer internet, and the key capabilities of Predix.
Analytics, Beena Ammanath, Data Science, GE, Industrial Internet, Innovation, Interview, Predix, Software
- Interview: Kenneth Viciana, Equifax on Data Lake & Other Strategies for Insights Culture - Mar 13, 2015.
We discuss the responsibilities of Enterprise Data Strategy team at Equifax, why Data Lake, Equifax Decision360, how to set up Insights Culture and bottlenecks for value delivery from Big Data.
Analytics, Business Strategy, Culture, Data Lakes, Equifax, Innovation, Insights, Kenneth Viciana
- Big Data Innovators Under 35 - Feb 11, 2015.
Young innovators in deep learning, interface design, and data science automation are all included in MIT Technology Review's Innovators Under 35 list.
Big Data, Deep Learning, Innovation, MIT, Samsung
- Interview: Jason Bloomberg, Intellyx on the Tricky Balance of Optimization and Innovation - Feb 6, 2015.
We discuss Agile Digital Transformation, Optimization vs Innovation trade-off, best innovations of 2014, trends, advice and more.
Data-Driven Business, Disruptive, Innovation, Intellyx, Jason Bloomberg, Optimization, Recommendations
- Interview: Amit Sheth, Kno.e.sis on Deriving Value from Big Data through Smart Data - Jan 14, 2015.
We discuss the definition of Smart Data, how to derive Smart Data from Big Data, maturity assessment for Smart Data pursuit, computing for human experience and Kno.e.sis.
Amit Sheth, ecosystem, Health, Innovation, Interview, Kno.e.sis, Research, Semantic Analysis, Smart Data, Value Proposition
- Interview: Mac Devine, CTO, IBM Cloud on the Conflux of Cloud, IoT & Big Data - Dec 26, 2014.
We discuss the implications of Cloud Speed of technological advancement, significant trends in Internet of Things (IoT), future of cloud computing and more.
Advice, Cloud Computing, IBM, Innovation, Interview, IoT, Mac Devine, Trends
- Open Innovation in the Age of Big Data - Dec 15, 2014.
Open platforms for data analysis are more important than ever with big data and increasing access to heterogeneous data sources for analysts.
Big Data, Innovation, Knime, Open Analytics
- KDD-2014 Awards Winners - Aug 22, 2014.
KDD-2014, the leading and the largest conference in data mining, data science, and knowledge discovery, recognizes the key researchers and contributors through several awards - read about the winners.
ACM, Awards, Innovation, KDD-2014, Pedro Domingos, Research, Service, SIGKDD, Ted Senator
- Big Data Innovation Summit 2014 Toronto: Day 2 Highlights - Aug 7, 2014.
Highlights from the presentations by Big Data leaders from Aviva, Canadian Imperial Bank, Royal College of Physicians and Surgeons of Canada, and University Health Network on day 2 of Big Data Innovation Summit 2014.
Analytics, Big Data, Conference, Graph Analytics, Healthcare, IE Group, Innovation, Toronto-Canada
- Big Data Innovation Summit 2014 Toronto: Day 1 Highlights - Aug 6, 2014.
Highlights from the presentations by Big Data leaders from TD Bank, Public Health Ontario and First Nations Education Steering Committee on day 1 of Big Data Innovation Summit 2014 in Toronto, Canada.
Analytics, Big Data, Conference, Customer Experience, Gartner, Healthcare, IE Group, Innovation, Toronto-Canada
- Interview: Vita Markman, LinkedIn on Discovering Customer Insights through Sentiment Mining - Aug 5, 2014.
We discuss examples of discovery through sentiment mining, current trends, innovative applications, important soft skills, and more.
Classification, Consumer Insights, Innovation, Interview, LinkedIn, Skills, Trends, Vita Markman
- Predictive Analytics Innovation Summit 2014 London: Day 1 Highlights - Jul 29, 2014.
Highlights from the presentations by Predictive Analytics leaders from eBay, Skype, Yahoo and AbsolutData on day 1 of Predictive Analytics Innovation Summit 2014 in London, UK.
Big Data, Conference, IE Group, Innovation, London-UK, Predictive Analytics
- Future of Consumer Intelligence 2014: Day 2 Highlights - Jul 28, 2014.
Highlights from the presentations by Market Research leaders on day 2 of Future of Consumer Intelligence 2014 in Los Angeles.
Big Data, Consumer Intelligence, FOCI, Innovation, Los Angeles-CA, Market Research, Privacy
- Big Data & Analytics in Healthcare Summit 2014 Philadelphia: Day 2 Highlights - Jul 25, 2014.
Highlights from the presentations by Healthcare Analytics leaders from Cigna, National Parkinson Foundation, Quintiles and NYU Langone Medical Center on day 2 of Big Data & Analytics in Healthcare Summit 2014 in Philadelphia.
Analytics, Big Data, Conference, Healthcare, Innovation, Philadelphia-PA
- Big Data & Analytics in Healthcare Summit 2014 Philadelphia: Day 1 Highlights - Jul 24, 2014.
Highlights from the presentations by Healthcare Analytics leaders from GlaxoSmithKline, Excellus BlueCross BlueShield, Adventist Health and Mayo Clinic on day 1 of Big Data & Analytics in Healthcare Summit 2014 in Philadelphia.
Analytics, Big Data, Conference, Healthcare, Innovation, Philadelphia-PA
- Business Intelligence Innovation Summit 2014 Chicago: Day 2 Highlights - Jul 23, 2014.
Highlights from the presentations by Business Intelligence leaders from Netflix, Hyatt, GE Capital and University of Texas on day 2 of Business Intelligence Innovation Summit 2014 in Chicago.
Analytics, Business Intelligence, Chicago-IL, Conference, Data Processing, IE Group, Innovation, Visualization
- Business Intelligence Innovation Summit 2014 Chicago: Day 1 Highlights - Jul 22, 2014.
Highlights from the presentations by Business Intelligence leaders from Boeing, Salesforce, Wells Fargo, and Citibank on day 1 of Business Intelligence Innovation Summit 2014 in Chicago.
Analytics, Business Intelligence, Chicago-IL, Conference, IE Group, Innovation
- Future of Consumer Intelligence 2014: Day 1 Highlights - Jul 19, 2014.
Highlights from the presentations by Market Research leaders from H(app)athon Project, Socratic Technologies, TNS, PepsiCo on day 1 of Future of Consumer Intelligence 2014 in Los Angeles.
Big Data, Consumer Intelligence, Customer Analytics, FOCI, Innovation, Los Angeles-CA, Market Research
- Data Mining/Data Science “Nobel Prize”: ACM SIGKDD 2014 Innovation Award to Pedro Domingos - Jul 10, 2014.
KDD 2014 Innovation Award, the highest award for technical excellence in the field of Data Mining and Data Science, was awarded to Prof. Pedro Domingos for his foundational research in data stream analysis, cost-sensitive classification, adversarial learning, and Markov logic networks.
ACM, Awards, Innovation, Pedro Domingos, SIGKDD
- Interview: Santhosh Adayikkoth, CEO, BigInfo Labs on Data Relevance and Intel Partnership - Jun 6, 2014.
We discuss BigInfo Labs, the concept of "Data Relevance" in Big Data, experience of partnership with Intel, and BigInfo Labs' strategy for competitive differentiation.
Competition, Innovation, Intel, RichRelevance, Santhosh Adayikkoth, Startup
- Sentiment Analysis Innovation Summit 2014: Day 2 Highlights - May 15, 2014.
Highlights from the presentations by opinion mining experts from Fujitsu, FindiLike and Stanford University on Day 2 of Sentiment Analysis Innovation Summit 2014 in San Francisco.
Deep Learning, Innovation, San Francisco-CA, Semantic Analysis, Sentiment Analysis
- Sentiment Analysis Innovation Summit 2014: Day 1 Highlights - May 14, 2014.
Highlights from the presentations by opinion mining experts from Twitter, eBay and Samsung on Day 1 of Sentiment Analysis Innovation Summit 2014 in San Francisco.
Innovation, Machine Learning, San Francisco-CA, Semantic Analysis, Sentiment Analysis
- Massachusetts releases Big Data Report 2014 - Apr 30, 2014.
Massachusetts Big Data Report 2014 (free download) highlights state successes, including almost 500 Big Data companies, $2.5B invested, 5600 students graduating from 14 data science-related programs, and identifies key priorities and growth opportunities.
Big Data, Industry, Innovation, Massachusetts, Report
- Big Data Innovation Summit 2014 Santa Clara: Highlights of Selected Talks on Day 2 - Apr 29, 2014.
Highlights from the presentations by big data technology practitioners from NYSE, Glassdoor, Slice and Paychex on day 2 of Big Data Innovation Summit 2014 in Santa Clara.
Big Data Summit, Glassdoor, Innovation, NYSE, Paychex, Santa Clara-CA, Slice
- Big Data Innovation Summit 2014 Santa Clara: Highlights of Selected Talks on Day 1 - Apr 25, 2014.
Highlights from the presentations by big data technology practitioners from eBay, YarcData, LinkedIn, Trulia, and other leading companies on day 1 of Big Data Innovation Summit 2014 in Santa Clara.
Big Data Summit, eBay, Highlights, Innovation, LinkedIn, Santa Clara-CA, Trulia
- Big Data Innovation Summit 2014: Highlights of Keynote Speeches on Day 2 - Apr 23, 2014.
Highlights from keynote speeches by big data experts from Facebook, RedPoint Global, Quintiles, Samsung, GMU, PayPal, and others on Day 2 of Big Data Innovation Summit 2014 in Santa Clara.
Big Data Summit, Hadoop 2.0, Highlights, IE Group, Innovation, Keynote Speech, Santa Clara-CA
- Big Data Innovation Summit 2014: Highlights of Keynote Speeches on Day 1 - Apr 23, 2014.
Highlights from keynote speeches by big data technology leaders from industry and academia on first day of Big Data Innovation Summit 2014 in Santa Clara.
Big Data Summit, Highlights, Innovation, Keynote Speech, Santa Clara-CA
- April-July 2014 Meetings in Analytics, Big Data, Data Mining, and Data Science - Apr 1, 2014.
Coming soon - Big Data Innovation Summit (Santa Clara), MLconf NYC, SDM 13, PAW Toronto, PAKDD, AnalyticsWorld Chicago, Future of Consumer Intelligence, Useful Business Analytics Boston, and many more.
Business, Chicago-IL, Innovation, Philadelphia-PA, San Francisco-CA, Summit, Toronto-Canada
- FICO: 20+ Years of Analytics Innovations to fight Fraud - Mar 12, 2014.
FICO infographic shows 20+ years of analytics innovations protecting consumers from payments fraud. It highlights the most significant innovations in anti-fraud analytics for card payments, and offers interesting facts about payment fraud.
Analytics, FICO, Fraud, Fraud Detection, Fraud Prevention, Infographic, Innovation, Real-time
- Big Data Innovation Summit, Apr 9-10, Santa Clara - Mar 6, 2014.
Listen to 80+ speakers from top companies including JP Morgan Chase, Pfizer, Netflix, Bing, American Express, Samsung, IBM, and learn how to tackle Big Data challenges.
Innovation, Santa Clara-CA, Summit
- ACM SIGKDD Innovation and Service Awards – Call for Nominations - Mar 3, 2014.
ACM SIGKDD Innovation and Service Awards recognize outstanding technical innovations and outstanding professional contributions to the field of Big data, Data Mining, Knowledge Discovery, and Predictive Analytics.
ACM, Awards, Data Mining, Innovation, Knowledge Discovery, Nominations, Service, SIGKDD
- FastCompany 10 Most Innovative Companies in Big Data - Feb 10, 2014.
Big Data-driven companies can now map your genome, find the best fit for clothing, and improve student grades, but it all comes at the expense of much reduced privacy. Here are 10 most innovative Big Data companies according to Fast Company.
Ayasdi, Fast Company, GE, IBM, Innovation, Kaggle, Knewton, The Weather Company
- Feb-May 2014 Meetings in Analytics, Big Data, Data Mining, and Data Science - Feb 3, 2014.
Upcoming meetings include Strata Santa Clara, Data Science/Hadoop/Predictive Analytics Innovation Summits, PAW San Francisco, WSDM-2014, iKDD in India, Open Analytics Chicago, BigData Techcon, INFORMS Boston, and much more.
Big Data, Boston-MA, Innovation, Predictive Analytics, San Francisco-CA, Summit