ANTS - 360 view of your customer - bigdata innovation summit 2016
Dữ liệu lớn, theo nghĩa đen, không phải là một cái gì đó mới, nó đã hiện hữu trong một thời gian dài. Bất kỳ một công ty đã kinh doanh trong một vài năm đều sở hữu một khối lượng dữ liệu từ thông tin khách hàng thông qua hồ sơ giao dịch và sử dụng sản phẩm. Những doanh nghiệp khác nhau sẽ có những khả năng khai thác và sử dụng dữ liệu lớn khác nhau.
Một số doanh nghiệp đã đạt đến độ chín muồi, trong khi đó một số doanh nghiệp khác chỉ vừa bắt đầu cuộc hành trình. Tại Việt Nam các doanh nghiệp viễn thông, các hãng hàng không, các ngân hàng, các tập đoàn bán lẻ, các cơ quan chính phủ đang sở hữu một khối lượng dữ liệu khổng lồ, tuy nhiên, việc xử lý, phân tích dữ liệu lớn còn đang trong giai đoạn rất sơ khai.
Diễn đàn dữ liệu lớn sẽ tập trung chia sẻ những kiến thức thực tế và mang tính chất ứng dụng để người tham dự có thể tích luỹ và áp dụng.
Digital & Analytics Dialogue UK event, 26 Apr. 2018
Pestana Chelsea Bridge - London, UK
Website: http://goo.gl/kbDfkW
Sjaun goes through the engineering projects to build a framework and infrastructure to overcome the most frustrating issues his data science teams experience on marketing campaign projects (data preparation and automating activated data across 3rd party sites).
Agenda:
• Define and compare - Marketing Mix, Attribution Modelling &
Customer 360 degree view strategy aka Customer Journey
Analytics.
• Outline the value Customer 360 degree view strategy engineering brings to both models by
improving data quality matching off-site web data.
• The complexity of tracking customer journeys in Customer 360 degree view strategy.
• Explain the engineering solution and a quick example.
Southeast Asia B2B Email Lists (SINGAPORE Data List)Travis Saw
Find Southeast Asia (Singapore) sales leads with #1 data provider for accurate B2B email lists to reach the right decision-makers faster than ever before. Get email addresses and phone numbers of key decision makers to turbo-charge your email marketing & telemarketing campaigns to capture your target market easily. Find out more from https://www.waveleads.io/
Free 100% full code based solution for framework, that can be used for DQ, MDM; Integration, Migration projects etc..
It has full blown, error handling, data audit etc functionality.
What Makes A World Class Microsoft 365 Intranet & Digital Workplace - WorkshopRichard Harbridge
Many organizations have accelerated their transformation to cloud enabled and powered Microsoft 365 digital workplaces.
While technologies like Microsoft Teams have been prioritized, for many organizations their intranets have not evolved to keep up with a more demanding workforce.
Modern intranets and digital workplaces don’t look the same as they did even a few years ago. With rich new capabilities, innovation from Microsoft, a changing technology landscape, and increased expectations from an increasingly digitally literate user population – a world class Intranet and Microsoft 365 powered Digital Workplace looks very different than it has in the past.
Join Richard Harbridge, a Microsoft MVP, CTO at 2toLead and internationally recognized expert on Microsoft 365 and the Digital Workplace, who will share best practices on:
How organizations are planning their digital workplace strategy
How organizations today are taking their intranets to the next level
How designs and intranet patterns continue to evolve
What organizations are doing to deliver more value
How you can improve your own Digital Workplace
what-is-datafication-and-why-is-it-the-future-of-business-in-2023.pdfTemok IT Services
Datafication is about more than just data collection and analysis; it also involves improving the quality of our daily lives in productive, insightful, and pleasurable ways.”Datafication” lacks a definition or has not yet entered dictionaries.
https://www.temok.com/blog/what-is-datafication-and-why-is-it-the-future-of-business-in-2023/
ANTS - 360 view of your customer - bigdata innovation summit 2016
Dữ liệu lớn, theo nghĩa đen, không phải là một cái gì đó mới, nó đã hiện hữu trong một thời gian dài. Bất kỳ một công ty đã kinh doanh trong một vài năm đều sở hữu một khối lượng dữ liệu từ thông tin khách hàng thông qua hồ sơ giao dịch và sử dụng sản phẩm. Những doanh nghiệp khác nhau sẽ có những khả năng khai thác và sử dụng dữ liệu lớn khác nhau.
Một số doanh nghiệp đã đạt đến độ chín muồi, trong khi đó một số doanh nghiệp khác chỉ vừa bắt đầu cuộc hành trình. Tại Việt Nam các doanh nghiệp viễn thông, các hãng hàng không, các ngân hàng, các tập đoàn bán lẻ, các cơ quan chính phủ đang sở hữu một khối lượng dữ liệu khổng lồ, tuy nhiên, việc xử lý, phân tích dữ liệu lớn còn đang trong giai đoạn rất sơ khai.
Diễn đàn dữ liệu lớn sẽ tập trung chia sẻ những kiến thức thực tế và mang tính chất ứng dụng để người tham dự có thể tích luỹ và áp dụng.
Digital & Analytics Dialogue UK event, 26 Apr. 2018
Pestana Chelsea Bridge - London, UK
Website: http://goo.gl/kbDfkW
Sjaun goes through the engineering projects to build a framework and infrastructure to overcome the most frustrating issues his data science teams experience on marketing campaign projects (data preparation and automating activated data across 3rd party sites).
Agenda:
• Define and compare - Marketing Mix, Attribution Modelling &
Customer 360 degree view strategy aka Customer Journey
Analytics.
• Outline the value Customer 360 degree view strategy engineering brings to both models by
improving data quality matching off-site web data.
• The complexity of tracking customer journeys in Customer 360 degree view strategy.
• Explain the engineering solution and a quick example.
Southeast Asia B2B Email Lists (SINGAPORE Data List)Travis Saw
Find Southeast Asia (Singapore) sales leads with #1 data provider for accurate B2B email lists to reach the right decision-makers faster than ever before. Get email addresses and phone numbers of key decision makers to turbo-charge your email marketing & telemarketing campaigns to capture your target market easily. Find out more from https://www.waveleads.io/
Free 100% full code based solution for framework, that can be used for DQ, MDM; Integration, Migration projects etc..
It has full blown, error handling, data audit etc functionality.
What Makes A World Class Microsoft 365 Intranet & Digital Workplace - WorkshopRichard Harbridge
Many organizations have accelerated their transformation to cloud enabled and powered Microsoft 365 digital workplaces.
While technologies like Microsoft Teams have been prioritized, for many organizations their intranets have not evolved to keep up with a more demanding workforce.
Modern intranets and digital workplaces don’t look the same as they did even a few years ago. With rich new capabilities, innovation from Microsoft, a changing technology landscape, and increased expectations from an increasingly digitally literate user population – a world class Intranet and Microsoft 365 powered Digital Workplace looks very different than it has in the past.
Join Richard Harbridge, a Microsoft MVP, CTO at 2toLead and internationally recognized expert on Microsoft 365 and the Digital Workplace, who will share best practices on:
How organizations are planning their digital workplace strategy
How organizations today are taking their intranets to the next level
How designs and intranet patterns continue to evolve
What organizations are doing to deliver more value
How you can improve your own Digital Workplace
what-is-datafication-and-why-is-it-the-future-of-business-in-2023.pdfTemok IT Services
Datafication is about more than just data collection and analysis; it also involves improving the quality of our daily lives in productive, insightful, and pleasurable ways.”Datafication” lacks a definition or has not yet entered dictionaries.
https://www.temok.com/blog/what-is-datafication-and-why-is-it-the-future-of-business-in-2023/
Using Data Mining Technique, Loginworks is offering the web data mining solutions. One of the leading Data mining companies delivering data mining services.
https://www.loginworks.com/blogs/data-mining-services-various-types/
Webinar - Fighting Bank Fraud with Real-time Graph Database DataStax
Banking organizations are having to deal with highly complex fraud rings today. Fraudsters are spreading their activities across a large number of transactions and geographical regions in a more coordinated fashion, making traditional anomaly identification methods nearly obsolete. Join us for this on-demand webinar with Jie Wu, Director of Product Marketing, DataStax and guest speaker Scott Heath, Chief Revenue Officer, Expero for a discussion on how to use real-time graph database to effectively detect fraud and reduce risk in real time.
View recording: https://youtu.be/XzpTICtJ2Fk
Explore all DataStax webinars: https://www.datastax.com/resources/webinars
Future Proofing Your Office 365 & SharePoint StrategyRichard Harbridge
Having an effective Office 365 and SharePoint strategy is essential to getting the full value out of your platform investment. But how do you create an effective strategy and where do you start?
Office 365 and SharePoint are constantly evolving as a platform so once you have a strategy, how do you ensure it will be successful over time?
Join Richard Harbridge as he discusses the importance of effective Office 365 strategies and outlines real-world best practices in the industry.
Voice Summit 2018 - Millions of Dollars in Helping Customers Through Searchin...Noriaki Tatsumi
Capital One has built a low-latency data platform that has enabled us to search and visualize text and metadata from call center audio recordings in order to optimize customer experience and drive them to love our products and service. In this talk, Capital One talks about what business problems the platform is allowing the company to solve in innovative ways. They also give a walk-through of its underlying technology, built with state-of-the-art data ingestion pipeline, machine learning models, search engine, visualization tools, and API in a microservices architecture.
How Big Data Can Help Marketers Improve Customer RelationshipsCloudera, Inc.
As consumer and business buying behaviors continually evolve, it’s become more challenging than ever to acquire, retain, and create happy customers. The good news is that the key to building successful customer relationships exists within the customer interactions that are captured in the form of big data.
This presentation explores how Tableau paired with Cloudera's distribution of Hadoop will help marketers reveal customer insights that traditional technologies miss. Learn:
-How Hadoop enables organizations to build a richer customer 360 profile
-How Cloudera and Tableau are empowering marketers to become data-driven
-How to use Tableau to reveal unknown leading indicators of customer churn
Richard Vermillion, CEO of After, Inc. and Fulcrum Analytics, Inc. discusses data lakes and their value in supporting the warranty and extended service plain chain.
We’re all busy—and it’s a common theme in most professional workplaces—with people trying to get more done with finite time and resources. For a lot of firms today, a major challenge is making sure we’re spending our precious time making the most of every business opportunity by maximizing client relationships. Marketing & BD teams need to know if they’re focusing on the opportunities, RFI’s and RFP’s with the best potential; that they are managing their firm pipeline effectively; and they are giving everyone on the team the best tools for the job—wherever they are.
That’s why firms today are focused on creating great client relationships – they need to try to reduce complexity and make it easier to maximize opportunities, provide excellent client experiences, and grow the firm.
Why should a legal or accounting firm care? Because client experience and knowledge is increasingly important for firms of all sizes – across all client interactions.
Client experience…
…is what differentiates your firm
…is how you win and keep clients for the long-term
…is how you grow your firm …and in a world where clients are mobile and social, your reputation (& brand) is more important than ever.
Today you don’t have as many contact points as you used to have, and you have to make every one count. To thrive in this ultra-competitive environment firms of all sizes have to make client experience a priority. That is why you need Dynamics 365 and xRM! Visit our websites www.xRM4Legal.com, www.xRM4Accounting.com and www.xRM4Finance.com or email Dynamics@xRM.email
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Using Data Mining Technique, Loginworks is offering the web data mining solutions. One of the leading Data mining companies delivering data mining services.
https://www.loginworks.com/blogs/data-mining-services-various-types/
Webinar - Fighting Bank Fraud with Real-time Graph Database DataStax
Banking organizations are having to deal with highly complex fraud rings today. Fraudsters are spreading their activities across a large number of transactions and geographical regions in a more coordinated fashion, making traditional anomaly identification methods nearly obsolete. Join us for this on-demand webinar with Jie Wu, Director of Product Marketing, DataStax and guest speaker Scott Heath, Chief Revenue Officer, Expero for a discussion on how to use real-time graph database to effectively detect fraud and reduce risk in real time.
View recording: https://youtu.be/XzpTICtJ2Fk
Explore all DataStax webinars: https://www.datastax.com/resources/webinars
Future Proofing Your Office 365 & SharePoint StrategyRichard Harbridge
Having an effective Office 365 and SharePoint strategy is essential to getting the full value out of your platform investment. But how do you create an effective strategy and where do you start?
Office 365 and SharePoint are constantly evolving as a platform so once you have a strategy, how do you ensure it will be successful over time?
Join Richard Harbridge as he discusses the importance of effective Office 365 strategies and outlines real-world best practices in the industry.
Voice Summit 2018 - Millions of Dollars in Helping Customers Through Searchin...Noriaki Tatsumi
Capital One has built a low-latency data platform that has enabled us to search and visualize text and metadata from call center audio recordings in order to optimize customer experience and drive them to love our products and service. In this talk, Capital One talks about what business problems the platform is allowing the company to solve in innovative ways. They also give a walk-through of its underlying technology, built with state-of-the-art data ingestion pipeline, machine learning models, search engine, visualization tools, and API in a microservices architecture.
How Big Data Can Help Marketers Improve Customer RelationshipsCloudera, Inc.
As consumer and business buying behaviors continually evolve, it’s become more challenging than ever to acquire, retain, and create happy customers. The good news is that the key to building successful customer relationships exists within the customer interactions that are captured in the form of big data.
This presentation explores how Tableau paired with Cloudera's distribution of Hadoop will help marketers reveal customer insights that traditional technologies miss. Learn:
-How Hadoop enables organizations to build a richer customer 360 profile
-How Cloudera and Tableau are empowering marketers to become data-driven
-How to use Tableau to reveal unknown leading indicators of customer churn
Richard Vermillion, CEO of After, Inc. and Fulcrum Analytics, Inc. discusses data lakes and their value in supporting the warranty and extended service plain chain.
We’re all busy—and it’s a common theme in most professional workplaces—with people trying to get more done with finite time and resources. For a lot of firms today, a major challenge is making sure we’re spending our precious time making the most of every business opportunity by maximizing client relationships. Marketing & BD teams need to know if they’re focusing on the opportunities, RFI’s and RFP’s with the best potential; that they are managing their firm pipeline effectively; and they are giving everyone on the team the best tools for the job—wherever they are.
That’s why firms today are focused on creating great client relationships – they need to try to reduce complexity and make it easier to maximize opportunities, provide excellent client experiences, and grow the firm.
Why should a legal or accounting firm care? Because client experience and knowledge is increasingly important for firms of all sizes – across all client interactions.
Client experience…
…is what differentiates your firm
…is how you win and keep clients for the long-term
…is how you grow your firm …and in a world where clients are mobile and social, your reputation (& brand) is more important than ever.
Today you don’t have as many contact points as you used to have, and you have to make every one count. To thrive in this ultra-competitive environment firms of all sizes have to make client experience a priority. That is why you need Dynamics 365 and xRM! Visit our websites www.xRM4Legal.com, www.xRM4Accounting.com and www.xRM4Finance.com or email Dynamics@xRM.email
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
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).
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Round table discussion of vector databases, unstructured data, ai, big data, real-time, robots and Milvus.
A lively discussion with NJ Gen AI Meetup Lead, Prasad and Procure.FYI's Co-Found
Quantitative Data AnalysisReliability Analysis (Cronbach Alpha) Common Method...2023240532
Quantitative data Analysis
Overview
Reliability Analysis (Cronbach Alpha)
Common Method Bias (Harman Single Factor Test)
Frequency Analysis (Demographic)
Descriptive Analysis
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
2. 02
Business Problem
Extracting all the actionable
insights from the chat transcript
which
will be helpful for:
• Improvement of business
• Easy Connectivity
• Reduced Human Dependency
• Effective Connectivity
• 24*7 Service
3. Objective
Topic Mining & Exploratory Analysis for
improving the Resource Allocation, Content
Modification & Service Improvement.
03
Data Set
•90 Days conversational Data
•Semi Structured Data
4. START WITH BUSINESS PROBLEM
CLEAN THE DATA
PERFORM EDA
APPLY MACHINE LEARNING TECHNIQUES
INSIGHTS
PROJECT ARCHITECTURE / PROJECT FLOW
04
5. DATA INSIGHT
FROM DIFFERENT
VARIABLE
TIMESTAMP
From the timestamp we can understand which
particular day of the week we are getting maximum call,
Which time slot we are getting that we can understand.
UNREAD
false/True : Depend upon this we also get the idea how
many people visited the website and how many of
people visited the site & how many are interested.
VISITOR EMAIL
Could be used for marketing purpose.
e.g. special occasion discount.
05
6. DATA INSIGHT
FROM DIFFERENT
VARIABLE
COUNTRY NAME/REGION/CITY
From this we could do a geographic segmentation.
AGE
If we add age as an input we could do the demographic
analysis
06
7. DATA INSIGHT
FROM DIFFERENT
VARIABLE
CHAT
From chat start and end time we get idea how the
prospect is engaged.
Which particular time chat volume are high we can
engage more executive. And give them break
alternately when chat vol. is less.
What are different things prospects are looking for
we got an idea. e.g digital marketing, deep
learning, Block chain. If any thing is not there but
The demand percentage is high we could think
about to put that in our curriculum.
If prospects going more technicalities then there
should be such kind of option shift them to a
technical person.
07
8. DATA INSIGHT
FROM DIFFERENT
VARIABLE
CHAT
we can also do sentimental analysis of the chat data
we can add one more feature to our data as rating.
after that we can say if the score is above 6, he/she
can be a potential customer who look more
interested in doing course in our institute.
08
9. DATA MERGE
We wanted to merge all the text data from all the
text file in directory.
up til now we are able to get data from all file into
one output file.
DATA PARSING
09
10. Chat Data Analysis & TopicChat Data Analysis & Topic
Modeling Using LDAModeling Using LDA
10
11. Data Pre-Processing
Converting all text into
Lowercase.
11
Removing punctuation
from text
Removing all stopwords
Lemmatization
Removing Special
Words.
eg - Id, Okay, etc
26. 26
Topic 1 - Course inquiry
Topic 2 - Career transformation
Topic 3 - Assistance
Topic 4 - E-learning and discount
Topic Modeling Using LDA
Model Purplexity : -5.46
coherence score : 0.59
27. 28
Unsupervised To Supervised Model
why we converted unsupervised to supervised ?
what benefits we will get from from business
prospective ?
How did we do it ?
32. 33
Challenges Faced and ways to improve.
unread was miss-classified
chat-bot should take user credentials before
staring the conversation.
Course fees should be mentioned according to
respective country.