Ten Best Infographics of Big Data – Descriptive, Predictive and Prescriptive Methods

For the past three (3) years of doing a research on Big Data, it was intriguing to find that there is no exact definition for this technology and there is no limit to its innovations. Therefore, I am gathering among the best infographics on describing what is the Big Data Analytics on this post of which I have found them useful to represent the values of this technology and its adaptation to the Information World.

 

The following ten (10) infographics were prepared to deliberate on the methodologies of big data analytics found by major inventors and innovators for the next design and development of machine languages and technologies which were proven practical in our industrial world. The infographics were created either by Data Science companies, scholars, engineers and scientists.

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The original resource locations of the graphics were included in the following listing.

  1. Big Data from Descriptive to Prescriptive by Gartner Analytics

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2. The Evolution of Big Data Analytics by AYATA

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3. Analytics Approaches Abound by Intel

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4. Emerging Trends in Data Analytics by Business Analytics Management (BAM!)

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5. Big Data Analytics by Jars Services

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6. The Analytics Value Chain by Andrew Stein

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7. Big  Data and Analytics, Other Perspectives by Andrew Stein

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8. Big Data Science for CODATA by Semantic Community

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9. Big Data Analytics from Descriptive to Preemptive Analytics by Kirk Borne on Twitter Media

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10. From Data Analytics to Deep Learning by ADATAO

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Credits to all the webpages and hyperlinks that I have referred to on this post. May you find this information as useful too.

The Stone Arch Bridge 🌷 of Minnesota 

The Stone Arch Bridge of Minnesota 

(When a picture worth a thousand words)
It was on a breezy spring day when we woke up and saw the sun lit up the morning sky and a shy ray greeted through our flat’s window. The weather in North Dakota is always unpredictable either you are new to the state or you have been living there since you were born. Even the April spring was still welcoming the snow blizzard and the cloudy cold windy days. As if you were getting all of the four seasons in a day, people of this state rarely took off their jackets.

It was a peaceful weekend as usual in Fargo. Bus services were less frequent than usual. No milkman was to be seen. School buses were at depot. School children woke up later than usual. There was no van from the senior care center to pick up their clients for some shopping or perhaps for medical treatment. Less cars on the road. The winter snow had gradually melted. The oldies had started to take a morning walk. Some neighbors were walking their dogs to the park. Some men started opening garages. After a long harsh winter it was time to check on the barbecue equipments. Perhaps driving the Ford Mustang or the old Cadillac with the windows down would be fun.

We decided to go to Minneapolis, Minnesota on that day. The city is about 3 and a half hours journey from Fargo. We made a stop at the Albertville, just at the outskirt of the city center. Window shopping was quite something but this area do have some good deals for clothes and stuff. It was midday in Albertville, so indulging some ice cream was just worth it. The drive from Fargo to Minneapolis was quite scenic. If you are lucky, you could see bison herds on the fields either side of the road. The states of North Dakota and Minnesota are on the area of Great Plain of North America. Part of the Prairie. They are rich of agricultural fields. Barns, crops, tractors and silos are common views. 

As we approached Minneapolis, the view has changed to some metropolitan of high rise buildings. There was Mall of America located in Bloomington. The train station at St. Paul is one of the major Amtrak interchange between the west and the east of the United States of America. Minneapolis is both old and new. Like Bloomington versus St. Paul. It is also called the Twin Cities.

It was night time as we settled at one of the suburb areas of Minneapolis. The city is also rich of cultural background. We chose to walk in to a Somali restaurant just next to Park Avenue and 31st street. Lamb Kabsah and a plateful of Chicken Kababs with Biryani rice was indeed a satisfaction to our tired souls. Finding diners like this in Fargo was quite hard but you can find several of them in this city. These middle eastern restaurants had easy supply for their meat and spices from the Holy Land market in the Central Avenue of the city.

Minnesota is called the ‘Land of 10,000 lakes’. After a good night rest at a lodge, we were ready for a good morning walk in Minneapolis. We took a stroll down the park at St Anthony Bridge. The bridge that crosses the Mississipi River from St Anthony Falls was quite a scene with serene breeze to enjoy on a good Sunday morning. The locals greeted hellos from up and down the stream. Children riding bikes and morning joggers are common sight in this area. There is a Historic Mill City museum nearby but it was close on that day. As we walked approaching the Stone Arch Bridge there were beautiful tulips next to the parking sites. Strong red tulips blooming proudly as if they were smiling to all the visitors who came by. This park was lit up with lights and loud music during the night before. Perhaps such sounds came from the nearby pubs and gay clubs but it has turned to be calmer and cool this morning. 

By midday, we were ready to go back to Fargo. We made several stops to iconic buildings in this city such as the University of Minnesota, Minneapolis Institute of Arts, and Minneapolis Sculpture Garden. The sculpture garden was indeed recommendable for family outings because of its large area and many small statues to admire especially on a sunny spring day. The park most probably thronged with people during the summer. As we were saying goodbye to the streets of Minneapolis, the journey back to Fargo was tiresome but had certainly left us with a thousand memory which was only able to be depicted in a single photo like this.

About Civilization

Civilization is not indicated by high rise buildings and skycrapers, or the installation of sophisticated electronic devices or fashion statements either male or female that are exposing the exploitation of body figure, or the use of beauty cosmetics and supplements claimed for health purposes without safety conformity.

Civilization is about ethical human capital development, that is able to progress and yield a noble lifestyle and credible racial enigma culturally, especially in the aspects of politic, socio-economy, technology, environment, and laws.

Civilization is a form of life which is able to define the social problem complication into simpler solution yet structured.



Civilization from the aspect of politic is about leadership by example. Either it is a top-bottom instruction or bottom-up transfer of knowledge, it should be of a congruent relationship. Credible leadership is a just administration and possess the elements of plan, do, check and act which is systematic and acknowledge the feedbacks on the effect of the implementation.

Civilization from the aspect of economy is about honest and trustworthy transactions. In each deal, there is balance in terms of household income and expenditures, family and community growth, and sustainable trade system either locally or internationally.

Civilization from the aspect of social is about etiquettes, virtues, and effective communication. To deliver effective communication is not only about the wisdom in elocution but also the listening skills. Etiquettes and virtues can be illustrated by the ability of anger management and control, understanding others’ difficulties when they are facing problems, observe the teaching tones when educating the young children, and avoiding every negative emotional consequences when interacting though we might be hurt by them.

Civilization from the aspect of technology is about appreciating the various design and innovation for life facilities. Technology inception is built upon man, machine and method. Civilised nation is about society that are knowledgeable to utilise the technology for life simplicity and not to depend totally on the technology to live. Civilised society knows that technology is contemporary and not a luxury to pride on. Civilised society also knows that if the technology fails, it does not mean that it is a failed technology, rather it is time for man to move on and change for something relevant.

Civilization from the aspect of environment is explicitly about the love for the nature. Being responsible for the cleanliness, sufficient use of minerals perhaps for the transportation and civil works purposes. Land utilisation for agricultural activities sustaining the food chain, shelter and protection, and health purposes either among the human beings or with other living things. Industrial efforts for the sake of basic necessities and life chain balance, and not the greediness of worldly materials.

Civilization from the aspect of laws is about reasonable justice in accordance to era needs, local geographical factor, governing adminstration and routine works which are proportionate with the life chain. Reasonable justice contains every element of politic, economy, social, technology and environment as mentioned in above paragraphs.

Therefore, the reality of a civilization is actually based on human development which should be built by plausible intelligence in the aspects of intellectual, emotional, spiritual, and physical.

Happy Labour Day, Malaysia. May 1, 2017.

Infographics on Information and Communications Technology Security

A quote from a TV Drama, CSI Cyber:

Avery Ryan: [voiceover during precredit opening sequence] My name is Avery Ryan. I was a victim of cybercrime. Like you, I posted on social media; checked my bank balance on; even kept the confidential files of my psychological practice on my computer. Then I was hacked. And as a result, one of my patients was murdered. My investigation into her death led me to the F.B.I., where I joined a team of cyberexperts, to wage a war against a new breed of criminal hiding on the deep web, infiltrating our daily lives in ways we never imagined. Faceless. Nameless. Lurking inside our devices. Just a keystroke away. It can happen to you…”

TV Drama series and movies depicting the cyber environments with strong script writing about the Information Technology always amaze me.

The following infographic is illustrating the definitions and components of Information Security, Computer Security, System Security, and Network Security.

Information Security concerns a broad aspect of protection in the field of Information and Communications Technology (ICT).

Computer security is sometimes referred to as cyber security. It is about the security within the range of computing technology.

System security is much specific within the range of the system it is processing.

Network security is about the connection of one terminal to another and how much protection that it should offer.

Information Security
References:

1. Wikipedia: Computer Security

2. William, S. (1999). Cryptography and network security: principles and practice. Prentice-Hall, Inc, 23-50.

3. Whitman, M. E., & Mattord, H. J. (2011). Principles of information security. Cengage Learning.

How to Write a Research Title

Having had discussions with friends that were just started to learn on how to do an academic research, the most crucial question that anybody is arguably able to answer immediately is, “How to choose a research title?”

On contrary, I can recall that from most of my acquaintances either academically or non-academically, or either by readings of printed matters or electronic copies, perhaps this is one of the most simplest method that I have ever come across on the steps on how to determine a research title:

First: Determine your area of study or discipline of your research.

Second: Identify the broad topic for the chosen area.

Third: Identify the narrow topic from the broad topic that you have decided.

Fourth: Identify the focus topic for the specific broad topic that you decided earlier.

Fifth: Write all the possible research questions for the focus topic that you have written.

In summary, the five steps above can be represented in a table form. Figure 1 is illustrating an example (for the scope of rainwater harvesting) on how to follow the steps that were listed in the above para.

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As an extension, from the above research questions you can further define your problem statement by identifying the topic’s contributing factors, problems, and consequences. Another diagram can be drawn for that purpose such as the following example illustrated in Figure 2.

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After following the above-mentioned steps, you will definitely be able to construct your research title. All the best! 😉

Acknowledgment:

I owe this good lesson from the late Mdm. Ho Chooi Peng for her dedicated work in conducting the course of Research Methodology at the National Institute of Public Administration (INTAN), Bukit Kiara, Malaysia. I have taken her class prior to my enrolment as a Master student and as a preparation for the Federal Government officers after being awarded with the scholarship for postgraduate studies. Though she has gone, her knowledge was never forgotten.

Her book on research methodology can be found at: https://www.e-sentral.com/book/info/52212/Research-Methodology-Manual

 

 

What is the difference between a theorem, a lemma, and a corollary?

David Richeson: Division by Zero

I prepared the following handout for my Discrete Mathematics class (here’s a pdf version).

Definition — a precise and unambiguous description of the meaning of a mathematical term.  It characterizes the meaning of a word by giving all the properties and only those properties that must be true.

Theorem — a mathematical statement that is proved using rigorous mathematical reasoning.  In a mathematical paper, the term theorem is often reserved for the most important results.

Lemma — a minor result whose sole purpose is to help in proving a theorem.  It is a stepping stone on the path to proving a theorem. Very occasionally lemmas can take on a life of their own (Zorn’s lemmaUrysohn’s lemma, Burnside’s lemma, Sperner’s lemma).

Corollary — a result in which the (usually short) proof relies heavily on a given theorem (we often say that “this is a corollary of Theorem A”).

Proposition — a proved…

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The emergence of computers, communications, wireless, and Internet technologies

Once upon a time, the telephone, telegraph, and computers are of different entities. People have found that these equipments are beneficial to their daily activities. Somehow, they also found difficulties in managing one machine with another. Sometimes they need them concurrently, sometimes consecutively. As time evolves, people have created a combination between one or two of these technologies. And today, we can find that the computers, telephones, communications, messaging equipments, and the Internet are accessible through one device.

But how did this happened? You can find a lot of timelines and graphical stories about each of these technologies through the Internet. You can even find the timeline development based on each of its brand, companies, built, or organisations associated with each invention. As for a brief summary to the four disciplines mentioned above, I have created the following Infographics for easy understanding on how we have come this far with the technologies.

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