SigmaWay Blog

SigmaWay Blog tries to aggregate original and third party content for the site users. It caters to articles on Process Improvement, Lean Six Sigma, Analytics, Market Intelligence, Training ,IT Services and industries which SigmaWay caters to

This sections contains articles submitted by site users and articles imported from other sites on analytics

IoT data analysis for business intelligence

To analyze and harness the data properly, businesses are now using a technique called IoT that will that will leverage the data internally as well externally. Organizations are using IoT data technology for profit maximization, for efficiency and also for decision making. Cloud computing help business by IoT method. Therefore, business intelligence must be brought up with continues method. Read more at:
https://industrialinternetnow.com/deciding-factor-utilize-iot-data-analytics-business-intelligence/

  2980 Hits

One step ahead Machine to Humans

The intellectual strength that is overpassing humans and releasing more like a virus. The power of Machine is getting stronger than can human possesses or possess to think. Several areas where prediction is just a matter of seconds for machines are creating more influence than humans esp. in the field of Medicine. Many universities are allowing their work to adapt with AI learning by different nodes. On the other side, the search engine Google also making plans enrolling AI developments. Read more at: "target_blank>https://www.engadget.com/2017/05/31/ai-is-already-beating-us-at-our-own-game/

  2902 Hits
Tags:

Banks acquiring customers through data analytics

With the stress towards financial inclusion by the Indian Government and adoption of online banking and digital payments, a greater need to manage huge data arises which increase revenue and bank’s customers’. Data analytics can manage greater systematic risks. Also, effective engagement with customers is possible with technologies like chatbots. Innovations would attract new customers in a dynamic and competitive environment. Profiling as well as looking at the life cycle of each customer would create opportunities for more avenues of revenue and thereby minimizing risk of defaults. Getting a market overview by means of data analytics would help banks in deciding on their business strategies. Read more at: http://analyticsindiamag.com/data-analytics-expedite-financial-inclusion/

 

  4282 Hits

Predicting Data using R

R Programming is used for analyzing data as well as for the prediction of data. Using data models are made to further do analytical analysis. Models once made are then further predicted  using the function predict(). The article further explains the method of prediction using an example. Read more at: 

http://www.dummies.com/programming/r/how-to-predict-new-data-values-with-r/

 

  2719 Hits

Internet of Things (IoT) with fitness wearables

Today’s generation is health conscious and use wearable devices to track their fitness levels. This constantly generates data and we should be able to draw a comparison on different datasets or data collected from various devices. Lumo BodyTech, a fitness related tech company, created a platform (Lumo Motion) to analyse such data. People can monitor, regulate their health and get accurate advice. Lumo Back and Lumo Lift tracks the posture and combined data can be used to learn about the best posture. Even though the progress is limited but with growing number of products joining the platform, data is comparable from a wider range. Read more at: https://readwrite.com/2017/06/28/iot-will-let-you-understand-your-workout-data-better-hl1/

 

  3729 Hits

Alternatives to Enterprise Data Warehouse Approach

One of the common business challenges is that the required information by business users is not provided fast enough. The most commonly used company’s data structure is an Enterprise Data Warehouse (EDW), where when information is required, a data mart is created in a separate database, this process is problematic due to the cost of maintaining multiple databases and also the integrity and consistency of the information stored is questionable. However, the delay between the time that the information is required and when it is provided is the real problem. So, the following changes must be made in order to succeed. An information system that transforms data into relevant information very quickly should be provided and all databases should be centralized from the same point. Also, real-time information should be provided and the time to market with short and agile projects should be improved. And finally, new sources of information of different types should be incorporated. Thus, the companies should consider the logical data warehouse approach. Read more at: http://www.datavirtualizationblog.com/enterprise-data-warehouse-no-longer-suffice-data-driven-world/

 

  2683 Hits

Data Virtualization as a help to Data Protection

To prepare for the General Data Protection Regulation, companies need to find a way to establish security controls over the entire infrastructure from a single point. Without investing in new hardware or re-building existing systems, data virtualization allows companies to quickly and easily comply with data protection regulations. There are three ways in which this can be done. First rule is not to replicate the data which will lead to governance and security nightmares. Second is that data virtualization makes it possible to apply consistent levels of security across the heterogeneous data sources which contains the data. Finally, data virtualization removes the need for replication and latency of updates of customer information, thus providing users accurate information as applied in the system of record. Thus, data virtualization can help in data protection. Read more at: http://www.datavirtualizationblog.com/3-steps-data-protection-compliance-gdpr/

 

  2707 Hits

Impact of Data Analytics in Healthcare

Data Analytics has widespread impacts on not only commercial sectors but also healthcare. For example: First is by checking on hospital activities by maintaining relevant databases can help in finding inefficiencies in service provision and the overall costs of a healthcare facility can be reduced. Second is that data analysis also helps in allocating funds efficiently thus reducing the chances of embezzlement. Third is a database of patients’ records and medical histories can be maintained, which can provide a communication medium for the patient and every other individual working on that case. Also, if a healthcare facility is operated in multiple units, analytics can help ensure consistency across all facilities and specific departments. Lastly, storing staff data and keeping a check on their performance is important. Read more at: http://www.datasciencecentral.com/profiles/blogs/data-analytics-is-transforming-healthcare-systems

 

  4230 Hits

Some chatbot platform tools

One can make an AI powered Chatbot in a very short period of time. You just need to figure out what problem you are going to solve with your bot, choose which platform your bot will live on (Facebook, Slack, etc.), set up a server to run your bot from, and choose which service you will use to build your bot.

Here are some of resources to get you started.

Platform Documentation:

1.Facebook Messenger Platform, 2.Telegram, 3.Discord , 4.Slack , 5.Kik etc.

Some third party Services can be used to build Chatbots. They are:

1.Chatfuel, 2.Botsify:Botsify, 3.ChattyPeople, 4.FlowXO, 5.Boikit ,6.Beep Boop , 7.MEOKAY, 8.Wit.ai ,9.Api.ai ,10.Octane.ai etc. To know more about these, read: https://www.entrepreneur.com/article/289788

  4651 Hits

New and improved form of app analytics workflows

Mobile app analytics is used by professionals today to track their app. But there are flaws which needs to be fixed. One flaw is that the app focuses mostly on quantitative analysis and there are other general flaws. One must add quantitative analysis to the workflow in order to complete the picture. This analysis is further divided into heatmaps and user sessions recordings. Touch heatmaps gather all the gestures a user does in the screen and it also sees where the users are trying to interact. User session recordings enable to see what users are doing. Combination of qualitative and quantitative analysis has potential in terms of workflows and app optimization. Read more at: http://online-behavior.com/analytics/app-workflows

 

 

  3040 Hits

Withstanding Competition with Machine Learning

Competition today is much fiercer than competition in yesteryears. In such a world getting a comparative advantage of machine learning would be beneficial. Though in their initial phase data analytics and machine learning faced criticism, the development of data structures and more accessibility helped to minimize criticism. Data is the source of information and the mining right kind of data would lead to significant results. There are four elements of data management, namely hybrid data management, data governance, data science and data analytics. Linking all the departments of a company is necessary to ensure free flow of information and accessibility of data. Read more at: https://readwrite.com/2017/06/21/competitive-advantage-machine-learning-dl1/

 

  2691 Hits

combination of managers and data scientists

Data is an important tool which manages a lot of important activities in the business. And this is further enhanced by artificial intelligence and machine learning and by ease of collecting and storing data. Managers rely too much on data for the guidance which abdicates their knowledge and experience. In a big data project the manager connects the internal and external team to collect and process the data in order to solve the problem. Data must be in usable form and the algorithms must identify statistically significant patterns. The results are then presented to the manager through different visualizations. The main problem is the managers are not good with data science and the scientists are not good with the businesses.  Read more at: https://hbr.org/2017/06/the-best-approach-to-decision-making-combines-data-and-managers-expertise

 

  3136 Hits

Analytics is the future

Data driven analytics is must for all business functions because of increasing complexity and market volatility. According to the survey of more than 300 executives in North America, U.K. and Ireland conducted by Dun & Bradstreet and Forbes Insights, 1.) Senior executives finally understand the value of analytics and are making investments in technology, people and processes. 2.)Data analytics skills gaps persist across the enterprise, as 27% of analytics professionals surveyed cite this skills gap as a major impediment in their data initiatives.  3.)Analytical methods and tools trail both the appetite and ambition of most business leaders. Analytics now drives today’s enterprise, from formation of business strategy to powering operational excellence. It has clearly moved from being an optional operational element to serving as the core of corporate activities. Read more at: https://www.entrepreneur.com/article/295522

 

  2793 Hits

Understanding the Importance of Quality for Digital Publishers

Measuring the effect of quality on revenue and profits is one of the biggest challenges faced by digital publishers. It can be measured by measuring engagement of customers, i.e., their frequency of visits, how recent their last visit was, etc., which confirms the quality of the product. The next is that the publisher’s dilemma is balancing advertising revenue with audience revenue. Advertising revenue depends on quantity of audience impressions while audience revenue depends on quality of content. Also, more audience revenue requires higher quality user experience. As digital advertising revenue, particularly display ads, the need for greater audience revenue is very important. To measure success, the important data to capture are revenue by individual user. Using these data, the publisher can identify the combination of product attributes and price point, thus maximizing expected advertising revenue and audience revenue. Read more at: https://www.webanalyticsworld.net/2017/02/digital-publishers-analytics-dilemma.html#more-23565

 

  2726 Hits

Digitalizing Business

To become a digital expert, customer experience should be put above everything and methodologies should be found to adjust to the continuously changing demands. The following are some ways to do so. The first is to become a top-notch expert with industrialized IT services, where quality should be improved and it should be ensured that the product line is aligned with business needs. The next is to modernize, during which architecture must be planned and implemented. The last stage is Optimize in which improvements are made. The second is switching to agile operations to achieve maximum efficiency. Third, is to create an engaging experience for the consumers by designing a unique omni-channel approach, analyzing real-time data, thus improving purchase journey. Lastly, opportunities for digital services must be availed. The end result is the delivery of a truly digital experience. Read more at: http://www.datasciencecentral.com/profiles/blogs/enterprise-journey-to-becoming-digital

 

  2566 Hits

The easiest way to get desired job

Nowadays, finding a desired job is not easy, but with personal branding, one can find it easily. Personal branding is a term coined by Tom Peters, in his breakthrough article “ A Brand Called You”. Every person is unique in its own skills. There are a lot of reasons why understanding and building your own personal brand will help you achieve success in the future. Some of which are: 1.) Question yourself: Ask yourself  Who are you ? What are you? Once you start identifying the blocks that build your personality, you can find yourself standing out from the crowd. 2.)  Social media: In the  present era you need  not go out to search for a job. What you can do is maintain your social media. A lot of  business partners who are currently running their successful businesses had their first encounter with social media. Does anything get better than this? Read more at: https://www.entrepreneur.com/article/295522

 

  3917 Hits

Start-ups in Credit Market: Not as complex as Credit Card Providers

Money_Sqeeze

Demand for credit is increasing in the cashless economy where there is rise of digital money. Various startups are emerging that allows the user to buy now and pay later. They are targeting those consumer segments of India that does not have access to a Credit Card. Banks take loads of paperwork and much more time while giving loan, whereas these startups determine credit worthiness through social media. Slicepay is targeting college students aged 18-26 who usually don’t have credit cards and this segment of people need small ticket loans which other banks don’t provide. Also, for the loans given, they believe that it won’t lead to debt crisis because i) Credit taken are in small amount. ii) Analysis is secured. Read more at: https://www.entrepreneur.com/article/295918

  3792 Hits

Increasing Efficiency using LAMP Framework

HR analytics is a key element in any company’s progress. The slow growth of HR analytics has been a great concern for companies. HR leaders can present analysis in a more impactful manner by using the LAMP framework. 

• Logic- with trends, the logic for the occurrence should also be explained.

• Analytics- provide important insights from data using tools and techniques.

• Measures- verified and accurate numbers should be used in analytics.

• Process- motivate decision makers to act on data insights using right communication channels.

LAMP elements can play a strategic role in the organization and should be utilized to its full potential.

Read more at https://hbr.org/2017/06/hr-must-make-people-analytics-more-user-friendly

 

 

  3397 Hits

Tips to be careful with social media

One should search himself online and keep track of photos. There has been continuous warnings from the guidance counsellors. Research says that at the time of admissions the profiles of the students are checked by the institutes, which might lead to the revoke of admission. One also shouldn’t post false information about the wrongdoings. Posting forbidden information online is considered illegal as it may violate institutions rule. It should also be made sure that the information entered by the individual is appropriate about name, email address, etc. these information must not be made to look unprofessional in any manner. Also others should be treated nicely on the social media including comments and trolls. Read more at: https://mobile.nytimes.com/aponline/2017/06/19/us/ap-us-college-admissions-social-media-tips.html?rref=collection%2Ftimestopic%2FSocial%20Media&action=click&contentCollection=timestopics&region=stream&module=stream_unit&version=latest&contentPlacement=7&pgtype=collection&referer=https://www.nytimes.com/topic/subject/social-media

 

  3455 Hits

The top most leaders

In describing the key traits that a successful business man possesses, one cannot say who is the best. Just to get the idea while using IBM's supercomputer Watson, online career management website "paysa" analyzed the speeches, essays, books and interview transcripts of today's most powerful leaders. So to do this, it surveyed 8 industries. And in majority of these , Watson discovered "intellect" was the top personality trait for leaders. It also identified other traits, i.e. imagination, cautiousness, assertiveness, adventurous and more. Elon musk scored the highest score for the "most cautious leader". Above all, Bezos, Cook and Meg Whitman each tied for "most altruistic leader" at 98 percent. Whitman also topped the list for the most "achievement-seeking leader." Mark Zuckerberg seemed to exhibit the least amount of top common success traits identified by Watson. Although that doesn't mean much -- the Facebook co-founder and CEO just has his own set of unique traits that make him stand out. Read more at: https://www.entrepreneur.com/article/295452 and  

https://www.paysa.com/blog/2017/05/24/watson-personality-analysis-by-industry/

 

 

  3026 Hits

Sigma Connect

sigmaway forums

Forum

Raise a question

Access Now

sigmaway blogs

Blogs

Blog on cutting edge topics

Read More

sigmaway events

Events

Hangout with us

Learn More

sigmaway newsletter

Newsletter

Start your subscription

Signup Now

Sign up for our newsletter

Follow us