Dallas Area Rapid Transit (DART) implemented new analytics tools to provide instant insight into key metrics such as ridership, costs and subsidies across the transit network and much more. Read this success story to learn more, and visit http://www.crescointl.com.
자동차보험 세번째 이야기, "대인배상"
자동차사고로 인해 발생한 인명사고를 대비하는 담보.
A. 대인배상에서의 책임보험과 선택보험의 보상금액과 내용의 차이는?
B. 선택보험을 가입하지 않았을 경우 운전자가 받는 불이익은?
C. 음주운전과 무면허운전을 한 경우에도 보상을 받을 수 있을까?
자동차보험 세번째 이야기, "대물배상"
자동차사고로 인해 발생한 재물피해를 대비하는 담보.
A. 대물배상에서의 책임보험과 선택보험의 보상금액과 내용의 차이는?
B. 대물배상 1천만원(선택보험)을 가입하지 않았을 경우 운전자가 받는 불이익은?
C. 음주운전과 무면허운전을 한 경우에도 보상을 받을 수 있을까?
자동차보험 세번째 이야기, "대인배상"
자동차사고로 인해 발생한 인명사고를 대비하는 담보.
A. 대인배상에서의 책임보험과 선택보험의 보상금액과 내용의 차이는?
B. 선택보험을 가입하지 않았을 경우 운전자가 받는 불이익은?
C. 음주운전과 무면허운전을 한 경우에도 보상을 받을 수 있을까?
자동차보험 세번째 이야기, "대물배상"
자동차사고로 인해 발생한 재물피해를 대비하는 담보.
A. 대물배상에서의 책임보험과 선택보험의 보상금액과 내용의 차이는?
B. 대물배상 1천만원(선택보험)을 가입하지 않았을 경우 운전자가 받는 불이익은?
C. 음주운전과 무면허운전을 한 경우에도 보상을 받을 수 있을까?
Use iPhone 5 to mac transfer Software to browse your call history, SMS, voicemail, notes and more . iPhone 5 to mac transfer Software is the best solution for the iPhone 5 owner to transfer all files quickly and safely on Mac and backup your data forever.
Web scraping is a highly demanded service globally, and for good reason-, information is power. Yes, access to information determines the survival of an entity in the business terrain and smart businesses call upon web scraping experts to perpetuate their existence.
Learn how you can increase performance in IBM Cognos. Learn about PureData for Analytics, why it's fast and how to integrate with IBM Cognos Analytics. For more information about PureData for Analytics and for a free whitepaper, email info@crescointl.com, or visit http://www.crescointl.com.
What is IBM Watson, What is Cognitive Computing, What organizations benefit from IBM Watson, and get an exclusive look into IBM Watson in an in-depth demo exploration. For more information about Watson, email Cresco at info@crescointl.com or visit http://www.crescointl.com.
What is IBM Watson, What is Cognitive Computing, What organizations benefit from IBM Watson, and get an exclusive look into IBM Watson in an in-depth demo exploration. For more information about Watson, email Cresco at info@crescointl.com or visit http://www.crescointl.com.
IBM Cognos Analytics - Cognos Business Intelligence version 11Cresco International
Learn more about the new IBM Cognos Analytics - a self-service analytics and reporting tool that you can use to gain better insight on key data for your organization. For more information and to start your trial, visit http://www.crescointl.com.
Learn the benefits of utilizing IBM Planning Analytics on-cloud for your financial reporting, budgeting and business intelligence at your organization. For more information about IBM Planning Analytics and to start your trial, visit http://www.crescointl.com.
IBM Business Analytics Dashboarding Tips > Cresco International Cresco International
Learn the best dashboarding tips and tricks for your business analytics reports. This 50 minute webcast features how to successfully build and design your dashboards.
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
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Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
Assistance with Filing Police Reports:
We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
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.
Use iPhone 5 to mac transfer Software to browse your call history, SMS, voicemail, notes and more . iPhone 5 to mac transfer Software is the best solution for the iPhone 5 owner to transfer all files quickly and safely on Mac and backup your data forever.
Web scraping is a highly demanded service globally, and for good reason-, information is power. Yes, access to information determines the survival of an entity in the business terrain and smart businesses call upon web scraping experts to perpetuate their existence.
Learn how you can increase performance in IBM Cognos. Learn about PureData for Analytics, why it's fast and how to integrate with IBM Cognos Analytics. For more information about PureData for Analytics and for a free whitepaper, email info@crescointl.com, or visit http://www.crescointl.com.
What is IBM Watson, What is Cognitive Computing, What organizations benefit from IBM Watson, and get an exclusive look into IBM Watson in an in-depth demo exploration. For more information about Watson, email Cresco at info@crescointl.com or visit http://www.crescointl.com.
What is IBM Watson, What is Cognitive Computing, What organizations benefit from IBM Watson, and get an exclusive look into IBM Watson in an in-depth demo exploration. For more information about Watson, email Cresco at info@crescointl.com or visit http://www.crescointl.com.
IBM Cognos Analytics - Cognos Business Intelligence version 11Cresco International
Learn more about the new IBM Cognos Analytics - a self-service analytics and reporting tool that you can use to gain better insight on key data for your organization. For more information and to start your trial, visit http://www.crescointl.com.
Learn the benefits of utilizing IBM Planning Analytics on-cloud for your financial reporting, budgeting and business intelligence at your organization. For more information about IBM Planning Analytics and to start your trial, visit http://www.crescointl.com.
IBM Business Analytics Dashboarding Tips > Cresco International Cresco International
Learn the best dashboarding tips and tricks for your business analytics reports. This 50 minute webcast features how to successfully build and design your dashboards.
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
Our Services Include:
Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
Assistance with Filing Police Reports:
We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
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.
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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.
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Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
tapal brand analysis PPT slide for comptetive data
Learn how Dallas Area Rapid Transit Utilizes Analytics
1. Business Analytics
IBM Software Travel & Transportation
When an automobile gets a flat tire, it can delay a handful of
passengers. When a commuter train gets a flat spot on one of its
wheels and needs to be taken out of service, it can delay hundreds of
people. And when you’re running a transit network that transports over
220,000 passengers per day, with dozens of interconnecting routes, the
cumulative effects of a single flat wheel can put a whole city behind
schedule.
To balance its service levels with its budget and investment targets,
Dallas Area Rapid Transit (DART) needs to understand every aspect
of its network – from the top-level needs of the 13 service area cities
it serves, right down to the wheels of each train and bus. It requires
insight into the interactions between its routes, timetables, ridership,
service levels, ticket income and many other factors. In short, it needs
analytics.
Working with IBM and IBM Business Partner Cresco International,
DART has built an analytics platform based on software from the
IBM® Watson™ Foundations portfolio, which not only allows for
sophisticated business planning based on multiple possible scenarios,
but also delivers instant insight via reports, dashboard and KPIs,
generated with just a few clicks of the mouse.
Dallas Area Rapid Transit
Delivering insight across the organization by getting
users on board with analytics
Overview
The need
Operating, maintaining and expanding a
public transit network across 13 service
area cities in North Texas, DART must
plan its finances carefully to optimize
cost-efficiency and service levels, and
invest in its future.
The solution
DART extended its planning capabilities
with new analytics tools, which provide
instant insight into key metrics such
as ridership service levels, costs and
subsidies across the transit network, and
enable scenario modeling.
The benefit
With easier insight into operational
metrics, DART can plan its routes,
timetables, maintenance schedules and
investments more effectively – while
saving time and costs for its planning
team.
Most public transit companies recognize the value
of analytics – but projects often falter when users
are reluctant to adopt new tools. “The key difference
is executive support. If you can deliver useful tools
that turn your execs into believers, they will help
drive the cultural change that weans people off their
spreadsheets,” says Sarah Fontenot-Hill, Senior
Manager at DART.
2. Business Analytics
IBM Software Travel & Transportation
2
Next stop: business intelligence
Working with Cresco International, an IBM Business Partner
that specializes in business analytics, the DART budget team
deployed version 10.2.1 of IBM Cognos Business Intelligence,
enabling much tighter integration between DART’s planning
and reporting capabilities.
“The technical side of this kind of project is only half of it,”
says Sarah Fontenot-Hill. “Strong change management is
vital too. When we talk to our peers in the industry, we see
a lot of public transit companies that make big investments
in business intelligence software, but never reach maturity.
When the going gets tough, people go back to their
spreadsheets.
“At DART, we have found an approach that works. It’s vital
to start with your senior leaders and turn them into believers,
because they are the only ones who can really drive adoption
down through the organization. The best way to make them
believe is to show them the power of the technology without
overwhelming them – so you need to develop tools that are
both useful for them and extremely easy to use.”
This focus on simplicity and usability is embodied in every
analytics tool, report and dashboard that DART develops.
“They log into Cognos, click on the ‘Reports’ tab, and press
a button – that’s all there is to it,” says Sarah Fontenot-Hill.
“It’s easy for them, and it’s much easier for my team too,
because we’re not spending hours pulling together reports
for other people. Our philosophy now is that if you ask us for
something once, we’ll do it for you; if you ask us twice, we’ll
work out a way to help you do it for yourself.”
Powerful engine for analytics
For users in the budget team itself, the IBM solution provides
the powerful capabilities they need to perform sophisticated
analyses.
Solution components
Software
• IBM® Cognos® Business Intelligence
• IBM Cognos Planning
IBM Business Partner
• Cresco International
Balancing the needs of an expanding
network
DART has just opened the Orange Line extension to
Dallas/Fort Worth Airport, which will be followed by a link to
the University of North Texas at Dallas, and a new downtown
link.
To fund these investments and the agency’s day-to-day
operations, DART receives an annual budget of USD1 billion.
Funding to support the annual budget comes from a one-cent
tax in its service area cities, federal grants and revenue from
fares. Sarah Fontenot-Hill’s team is responsible for producing
DART’s capital and operational budgets, as well as its 20-year
financial and operational plans.
Sarah Fontenot-Hill comments: “We have been using
IBM Cognos® Planning for more than 15 years, and it
is difficult to imagine how we could create our plans and
budgets without it. What we lacked, however, was an easy
way to get the insights out of our planning models and into
a format which the rest of the business could easily access,
understand, and use in their decision-making.”
DART’s quarterly and monthly reporting typically involved
exporting data to spreadsheets, and then cleaning and
reformatting it for specific audiences – a time-consuming
process that hindered the flow of information across the
organization. It was time to find a better way.
3. Business Analytics
IBM Software Travel & Transportation
3
different assumptions to find out which activities they can
scale back without an adverse impact on safety or customer
service.”
In the near future, DART’s planners will be able to analyze
ridership on each route and work out which routes are most
useful to the public and productive to the agency. If a route
starts underperforming, is that because it’s poorly designed?
Or is it just affected by a temporary issue, such as roadwork?
If DART reduces the hours of service on a given route, how
will that impact its overall budget and service levels? If it
cuts or redesigns a route, what effect will that have on other
interconnected routes?
Human resources policies can be put under the microscope
also. As healthcare costs continue to rise, how can DART
ensure that health insurance remains affordable, without
saddling either the agency or its employees with an unfair
proportion of the costs?
In the future, DART even plans to get down to the level of
the flat wheels on its train carriages. If it can identify the
patterns that cause such problems – whether it’s a faulty
section of track, a poorly designed maintenance schedule,
or even driver error – it can find ways to maintain its assets
more effectively. Ultimately, this will mean that even more
passengers can get to their destinations reliably and on time.
“All these questions depend on analyzing a complex web
of interrelated factors,” says Sarah Fontenot-Hill. “Our
IBM Cognos solutions give us the ability not only to gain
insight into these areas, but also to get that insight out to
the business, to help people make better decisions and work
smarter every day.”
To fuel its analytics-led evolution, DART will continue
upgrading its technology landscape. Its roadmap
includes migrating its IBM Cognos Planning models to
IBM Cognos TM1®, for even faster performance and more
powerful scenario analysis.
“Business planning would be more difficult for
us without our IBM Cognos solutions.”
— Sarah Fontenot-Hill, Senior Manager, DART
“People who work in business planning roles are always
addicted to data,” explains Sarah Fontenot-Hill. “Having the
right tools is a huge advantage. Cognos is a one-stop shop,
because it makes it easy for us to pull down multi-dimensional
data from all areas of our organization and model different
scenarios to help us make the right decisions about where to
go next. You just can’t do that with spreadsheets.”
Instead of manually exporting data to spreadsheets and
reformatting it, DART’s budget team and contributors can
now output reports within a few mouse-clicks – which,
when one person is managing 15 or 20 cost centers, can save
hours of low-value spreadsheet work. As a result, despite two
members of the team moving to other roles, DART’s budget
cycle still runs efficiently and is completed on schedule.
“We can also be much more agile in our response to the
business,” says Sarah Fontenot-Hill. “For example, we had
a meeting last year where a VP asked a question about eight
cost centers. One of our analysts went off to pull the figures,
and we didn’t see her again for 45 minutes. This year, when a
similar issue came up, she was back in five.”
Insights into a brighter future for public
transit
With the technology in place, DART is able to free up
insights that had previously only been available to specialists,
and democratize the use of information throughout the
organization.
“For our maintenance team, it’s easier to model service levels
against budgets,” says Sarah Fontenot-Hill. “If they need to
cut their budget, for example, they can run scenarios with