Harnessing the power of "big data" in a sensible way to drive tangible results from marketing. A frame of reference for where we are today, marketer's perceptions on the challenges of putting "Big Data" to work and a few select case studies showing brands that are doing this in a sensible way.
Burlington Economic Development Corp. PresentationME Consulting
A presentation that I did for the Burlington Economic Development Corp. about the leading technology trends for 2010. The list includes social media, mobile, geo-location, real-time and cloud computing.
Trendigital 2015 Keynote, by Paul Ten HakenPaul Ten Haken
Click Rain President Paul Ten Haken speaks to an audience of 325+ at the Trendigital Summit in Sioux Falls, SD regarding the digital marketing trends that will surface in 2015.
Burlington Economic Development Corp. PresentationME Consulting
A presentation that I did for the Burlington Economic Development Corp. about the leading technology trends for 2010. The list includes social media, mobile, geo-location, real-time and cloud computing.
Trendigital 2015 Keynote, by Paul Ten HakenPaul Ten Haken
Click Rain President Paul Ten Haken speaks to an audience of 325+ at the Trendigital Summit in Sioux Falls, SD regarding the digital marketing trends that will surface in 2015.
Mega Camp 2013 presentation from the Market Leader and Trulia TruLeader theater. Trulia's Locoya Hill covers how Keller Williams associates can succeed when they take advantage of the emerging mobile market.
In Digital coming year things you need to worry about and things you don’t. This presentation contains 15 points to keep in mind for coming year Digital/ Digital Marketing.
Question to be answered in this presentation
1.What Customer technology adoption will have the impact on 2015 marketing?
2.What Customer behavior impact on 2015 marketing?
3.What are the channels marketers need to look?
4.Which channels to invest?
*The slides contain copied content/ images from several webs.
Jen Modarelli, an Ad Age blogger and recent “Marketing to Moms” panelist at ad:tech New York, believes that mobile engagement is ideal for tech savvy moms who continually balance many demands on-the-go.
The deck from her session “Engaging Moms with Emerging Technologies,” examines opportunities for brand engagement with this dynamic audience who influence 85% of household purchases.
Modarelli is Principal at White Horse, a leading digital marketing agency in Portland, OR.
While most organizations embrace the idea of Big data, they are yet to figure out how to solve the implications brought about by the big data explosion from social media. In this presentation we highlighted some of the key challenges that organizations face while implementing big data
The inter-enterprise commerce of global industrial manufacturers benefit from next-gen technologies, enabling faster and better decision making. Real-time information delivers smarter choices by uncovering clues and patterns that lead to more profitable outcomes.
Measuring Success in a Multi-Channel World - Cars.comMerlien Institute
Presented by Sharon Knitter, Former Senior Director Mobile, Cars.com
at Market Research in the Mobile World North America
17 - 18 July 2013, Minneapolis, USA
This event is proudly organised by Merlien Institute
Check out our upcoming events by visiting http://www.mrmw.net
Cloud Computing Stats - Cloud for RetailRapidScale
As with most other industries, cloud computing is creating new opportunities for retailers. Retailers place a lot of importance on reputation and customer perception - both of which can be positively maintained with the cloud. Here are some statistics about how cloud is impacting retail today.
Mega Camp 2013 presentation from the Market Leader and Trulia TruLeader theater. Trulia's Locoya Hill covers how Keller Williams associates can succeed when they take advantage of the emerging mobile market.
In Digital coming year things you need to worry about and things you don’t. This presentation contains 15 points to keep in mind for coming year Digital/ Digital Marketing.
Question to be answered in this presentation
1.What Customer technology adoption will have the impact on 2015 marketing?
2.What Customer behavior impact on 2015 marketing?
3.What are the channels marketers need to look?
4.Which channels to invest?
*The slides contain copied content/ images from several webs.
Jen Modarelli, an Ad Age blogger and recent “Marketing to Moms” panelist at ad:tech New York, believes that mobile engagement is ideal for tech savvy moms who continually balance many demands on-the-go.
The deck from her session “Engaging Moms with Emerging Technologies,” examines opportunities for brand engagement with this dynamic audience who influence 85% of household purchases.
Modarelli is Principal at White Horse, a leading digital marketing agency in Portland, OR.
While most organizations embrace the idea of Big data, they are yet to figure out how to solve the implications brought about by the big data explosion from social media. In this presentation we highlighted some of the key challenges that organizations face while implementing big data
The inter-enterprise commerce of global industrial manufacturers benefit from next-gen technologies, enabling faster and better decision making. Real-time information delivers smarter choices by uncovering clues and patterns that lead to more profitable outcomes.
Measuring Success in a Multi-Channel World - Cars.comMerlien Institute
Presented by Sharon Knitter, Former Senior Director Mobile, Cars.com
at Market Research in the Mobile World North America
17 - 18 July 2013, Minneapolis, USA
This event is proudly organised by Merlien Institute
Check out our upcoming events by visiting http://www.mrmw.net
Cloud Computing Stats - Cloud for RetailRapidScale
As with most other industries, cloud computing is creating new opportunities for retailers. Retailers place a lot of importance on reputation and customer perception - both of which can be positively maintained with the cloud. Here are some statistics about how cloud is impacting retail today.
Information Management: Evolution or Revolution?Collabor8now Ltd
What is the future for the Information Professional? 'Big Data', open data, linked data, data visualisation, social technology. Data and information is coming at us from all directions and in a variety of formats. Are we managing all of this, or is it managing us? This presentation is a small peak at a huge topic and gives maybe a broad perspective of the (information) changes happening around us.
ACI Worldwide software powers electronic transactions for financial institutions, processors and retailers around the world - all the time, without fail. Learn more: http://www.aciworldwide.com
Marketing Challenges & Trends. What are the most common challenges facing marketing professionals today, the trends that are fueling these challenges, and recommended approaches to build successful brands.
We held our first event of the year: The 2011 Marketing Trends Breakfast at the Hilton Garden Inn on Jan. 18, 2011.
Sixty professionals gathered to learn about the emerging marketing trends that thunder::tech predicts will flourish this year.
Real estate customers have changed. Have agents?Raphael Bochner
Next generation customers power the real estate market. Are agencies and property portals ready? Here's my take on the way Proptech is shaping the real estate transaction space
Challenges facing Information and Records Management ProfessionalsCollabor8now Ltd
The information profession has learnt to cope with change, but change is happening with ever-increasing velocity bringing new challenges and opportunities for both information professionals and information consumers. Big data, the cloud, the transition to mobile working, analytics, apps, open and linked data; these are just some of the topics covered in this presentation. Where is the information management industry heading, and do we have the resources and skills to cope with this ‘data and technology deluge’?
Research Presentation: How Numbers are Powering the Next Era of MarketingMediaPost
The data that Google, Bing and Yahoo leverage turns “dumb” messages into highly targeted digital advertising. These are some of the best examples we have had of actually leveraging "big data" concepts in the marketplace. Now, the rest of marketing is utilizing the same concepts and transforming how we measure brands, engage with consumers and drive innovation. Paul Barrett of Accenture Interactive will report on the fusion of data-driven marketing with the rich streams of data arising from private, public and paid sources to predict the changes that marketers should expect in the coming years.
PRESENTER
Paul Barrett, Senior Manager - Big Data Practice, Accenture Interactive
Similar to TruEffect Executive Summit May 2014: Getting Out of Bed in the Age of Big Data (20)
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
2. Agenda
• The Data Explosion: A Frame of Reference
• Market Forces: Marketer’s Attitudes/Perceptions
• Putting Data to Use in a Sensible Way: A Few Examples
• Summary
Confidential 2
6. Socially centric and digitally savvy customers have
more choices than ever and they exercise them at
the speed of light.
There are over 750 million
people on Facebook
X
1.3 B
8. Customer loyalty when you don’t
really know me?
Only 4 out 10 top brands retains 50% of “highly loyal”
consumers year over year*
“Losing Loyalty: The Consumer Defection Dilemma”, CMO Council 2011
9. Big Data Overload
2.8 million emails per second*
500 million tweets per day
90% of world’s data created in the past 2 yrs
80% of that data is unstructured
2,500,000,000,000,000,000 bytes are created daily (2.5 quintillion)
10. “People don’t want quarter-inch drills--they
want quarter-inch holes.”
Prof. Ted Levitt
New Rules
• Personalized
Customer
Experience is
the new
competitive
edge
19. Forrester’s Take on Mobile 2014
Confidential 19
• “Competitive advantage in mobile will shift from experience
design to big data and analytics”
• “In 2014, companies will gather data from usage and then
use those insights to create relevance for the customers and
improve the mobile UX – from core apps to messaging”