It is necessary to start training experts with analytics and data and business management capabilities

Paralysis by analysis or vice versa?

Analytics is a red hot topic at the moment. Explosion of digital data everywhere and programmability of almost anything have resulted to unforeseen interest in analysis methods and analytics-based decision making.

Artificial intelligence alias smart algorithms are the cream on the top of the analysis cake, be it the case of advertising in order to persuade customers to purchase and users to participate, or measuring business performance.

One could claim that through analytics we are becoming free from one-directional value chains and distinct supplier-intermediary-customer roles, because the search, (re-)production and delivery expenses of all-digital offerings are in practice zero. The only cost to cover is our trust and reputation. We can focus on analyzing and making use of our customer-related business opportunities.

To do or to analyze

In the good old early days of digitalization we researchers were often warned from not to become paralyzed by analyses, but to go on and develop, demonstrate and productize something new and meaningful. All types of technologies and solutions were shipped to the market pretty boldly. New things were requested and developed closely together with industrial partners. Later on, some of them were more thoroughly analyzed and modified to fit for evolving purposes, but many also gave room for competing alternatives. Innovation-based business as usual?

The point to make is that many of at that time advanced products and services did not scale up, because they became prisoners of their original ideas, technologies and contexts in which they were used. Could this be avoided by more timely and effective analysis?

What to do to analyze

First, we clearly need better means especially for predictive analytics, because the speed of businesses is quite dramatically increasing. Analysis for the future must be accompanied with decision making, be it dealing with this afternoon’s modified earning logic or the future seventh generation’s wireless offerings. A plethora of methods and tools is available, but few are used for actual business management. In other words, we need quantified business strategies and models in addition to quantified ourselves.

Big data are often mentioned in connection with analysis, but MyData and other small, heterogeneous, fragmented and incomplete data may prevail especially when it comes to new and growing business opportunities and emerging markets. Moreover, the present digital platforms may hide the fact that the most meaningful data are neither balanced nor readily aggregated for use. We must be capable of doing that for our business.

Required – skills to analyze

It is necessary and even urgent to start training business analysts, or preferably experts with analytics and data and business management capabilities. In the 2019 ranking of the world’s best business analytics education programs altogether 74 programs were recently listed. MIT’s Master of Business Analytics was again ranked the best, but Imperial College’s (London, UK) Master of Science in Business Analytics was the second. As many as 31 programs were European, but none of them was from Scandinavia.

It is time to avoid paralysis by not having analysis skills around.

Veikko Seppänen

Last updated: 1.11.2019

Comments

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Hello my name is Sally my finance broke up with me last week i was so sad I changed completely, I wasn't eating and i wasn't talking to anybody, I cried a lot,I was so depressed and stressed out that I was scared I'm going to end up in the hospital because of all the stress and depression until one day i search online on getting love tips because I Love & care about him deeply and I just want us to be together as a couple again and I want us to last forever then i found a powerful spell caster Called Priest Ade that he solved so many relationship problem then Priest Ade told me he will come back to me between 24hrs after he cast spell on him never believe it until my finance called me on the phone and told me he want us to come back and live happily together forever , Am so happy now that Priest Ade help me bring my finance back to me. Thanks so much Priest Ade  he can also help you Email him at  ancientspiritspellcast@yahoo.com or ancientspiritspellcast@gmail.com  https://ancientspiritspellcast12.wordpress.com Blog: https://priestade.blogspot.com Website http://ancientspiritspellcast.website2.me WhatsApp +2347059715465

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My Dear friends online, My name is Amanda Bella And i live in USA, ohio, I have to give this miraculous testimony, which is so unbelievable until now. I had a problem with my Ex husband 2 years ago, which lead to our break up. I was not myself again, i felt so empty inside me, my love and financial situation became worst, until a close friend of mine told me about a spell caster who helped her in the same problem too his name is Doctor Oyagu . I email the spell caster and i told him my problem and i did what he asked of me, to cut the long story short. Before i knew what was happen, less than two days my husband gave me a call and told me that he was coming back to me i was so happy to have him back to me. The most interesting part of the story is that am pregnant. Thanks to Doctor Oyagu for saving my marriage and for also saving others own too. Continue your good work, If you are interested to contact the great spell caster email address: Oyaguspellcaster@gmail.com or contact him on VIA Whatsapp +2348101755322

I will forever be indebted to the great Doctor Oyagu for fixing my broken marriage after my husband left me for his mistress for 6 months. I never believed in spells until my friend introduced me to him. At first, I was skeptical about him because I heard a lots about false spell casters but I put my doubts behind me for i was desperate to get my husband back and I did according to what he instructed me to do. Now my husband is back just within 48 hours of contacting him. I'm living happily with my husband again after 6 months of divorce and I will not rest till he's known all over the world. He's also specialize in money spells, lottery spells, sickness spells E.T.C. Get connected with Doctor Oyagu now, his email is Oyaguspellcaster@gmail.com. com or WhatsApp on +2348101755322 Thank you ......

Hello my name is Kallya from USA i want to tell the world about the great and mighty spell caster called Priest Ade my husband was cheating on me and no longer committed to me and our kids when i asked him what the problem was he told me he has fell out of love for me and wanted a divorce i was so heart broken i cried all day and night but he left home i was looking for something online when i saw an article how the great and powerful Priest Ade have helped so many in similar situation like mine he email address was there so i sent him an email telling him about my problem he told me he shall return back to me within 24hrs i did everything he asked me to do the nest day to my greatest surprise my husband came back home and was crying and begging for me to forgive and accept him back he can also help you contact ancientspiritspellcast@yahoo.com or ancientspiritspellcast@gmail.com https://ancientspiritspellcast12.wordpress.com Blog: https://priestade.blogspot.com Website http://ancientspiritspellcast.website2.me WhatsApp +2347059715465 .

Hello my name is Kallya from USA i want to tell the world about the great and mighty spell caster called Priest Ade my husband was cheating on me and no longer committed to me and our kids when i asked him what the problem was he told me he has fell out of love for me and wanted a divorce i was so heart broken i cried all day and night but he left home i was looking for something online when i saw an article how the great and powerful Priest Ade have helped so many in similar situation like mine he email address was there so i sent him an email telling him about my problem he told me he shall return back to me within 24hrs i did everything he asked me to do the nest day to my greatest surprise my husband came back home and was crying and begging for me to forgive and accept him back he can also help you contact ancientspiritspellcast@yahoo.com or ancientspiritspellcast@gmail.com https://ancientspiritspellcast12.wordpress.com Blog: https://priestade.blogspot.com Website http://ancientspiritspellcast.website2.me WhatsApp +2347059715465 .

i couldn't believe that i would ever be re-unite with my ex-lover, i was so traumatize staying all alone with no body to stay by me and to be with me, but i was so lucky one certain day to meet this powerful spell caster Dr Akhere,after telling him about my situation he did everything humanly possible to see that my lover come back to me,indeed after casting the spell my ex-lover came back to me less than 48 hours,my ex-lover came back begging me that he will never leave me again,3 months later we got engaged and married,if you are having this same situation just contact Dr Akhere on his email: AKHERETEMPLE@gmail.com thanks very much sir for restoring my ex-lover back to me,his email: AKHERETEMPLE@gmail.com or call/whatsapp:+2349057261346

i couldn't believe that i would ever be re-unite with my ex-lover, i was so traumatize staying all alone with no body to stay by me and to be with me, but i was so lucky one certain day to meet this powerful spell caster Dr Akhere,after telling him about my situation he did everything humanly possible to see that my lover come back to me,indeed after casting the spell my ex-lover came back to me less than 48 hours,my ex-lover came back begging me that he will never leave me again,3 months later we got engaged and married,if you are having this same situation just contact Dr Akhere on his email: AKHERETEMPLE@gmail.com thanks very much sir for restoring my ex-lover back to me,his email: AKHERETEMPLE@gmail.com or call/whatsapp:+2349057261346

I know there are still a lot of people suffering from different health issues and are therefore looking for solution. I bring you Good news. There is a man called Dr Azuka a herbal practitioner who helped cure me from Genital herpes and shingles, this i had suffered from for the past 2 years and i have spent so much money trying to survive from it. I got my healing by taking the herbal medicine he sent to me to drink for about 14 days . 14 days after completion of the dosage, I went for a medical checkup and I was tested Genital Herpes NEGATIVE. I’m sharing this so that other people can know of this great healer called Dr Azuka because I got to know him through a friend he cured from too. I was made to understand that he can cure several other deadly diseases and infections. Don’t die in ignorance and don’t let that illness take your life. Contact Dr Azuka through his email (dr.azukasolutionhome@gmail.com) or whats app +44 7520 636249

I know there are still a lot of people suffering from different health issues and are therefore looking for solution. I bring you Good news. There is a man called Dr Azuka a herbal practitioner who helped cure me from Genital herpes and shingles, this i had suffered from for the past 2 years and i have spent so much money trying to survive from it. I got my healing by taking the herbal medicine he sent to me to drink for about 14 days . 14 days after completion of the dosage, I went for a medical checkup and I was tested Genital Herpes NEGATIVE. I’m sharing this so that other people can know of this great healer called Dr Azuka because I got to know him through a friend he cured from too. I was made to understand that he can cure several other deadly diseases and infections. Don’t die in ignorance and don’t let that illness take your life. Contact Dr Azuka through his email (dr.azukasolutionhome@gmail.com) or whats app +44 7520 636249

best online spell caster Dr Larry assurancesolutionhome@gmail. com whatsapp +2348102316854 My name is Diana Stones, i live and work in UK. My life isback!!! After 2 years of Broken marriage, my husband left me with two kids, I felt like ending it all, i almost committed suicide because he left us with nothing, i was emotionally down all this while. Thanks to a great spell caster called Dr Larry which i met online who brought my husband back to me. On one faithful day, as I was browsing through the internet, I came across several of testimonies about Dr Larry. Some people testified that he brought their Ex lover back, some testified that he restores womb,cure cancer,and other sickness, you can contact him on assurancesolutionhome@gmail. com . you can also view his web site: http://assurancesolutionhome.wordpress.com http://assurancesolutionhome.website2.me/   ....he is the best spell caster that can help you with your problems. whatsapp +2348102316854 http://dianastones74.over-blog.com

I know there are still a lot of people suffering from different health issues and are therefore looking for solution. I bring you Good news. There is a man called Dr Azuka a herbal practitioner who helped cure me from Genital herpes and shingles, this i had suffered from for the past 2 years and i have spent so much money trying to survive from it. I got my healing by taking the herbal medicine he sent to me to drink for about 14 days . 14 days after completion of the dosage, I went for a medical checkup and I was tested Genital Herpes NEGATIVE. I’m sharing this so that other people can know of this great healer called Dr Azuka because I got to know him through a friend he cured from too. I was made to understand that he can cure several other deadly diseases and infections. Don’t die in ignorance and don’t let that illness take your life. Contact Dr Azuka through his email (dr.azukasolutionhome@gmail.com) or whats app +44 7520 636249

SAVE YOUR RELATIONSHIP ONLINE WITH A TRUSTED AND RELIABLE SPELL CASTER. Email: aluyaspellcaster17@gmail.com My name is DONNA JONES and i am very happy to doctor Aluya for helping me get my ex Husband back and this made me very excited that i came online here to post about his work. I made a promise to him that if he got my ex Husband to me in 3 days, i will make a great testimony and bring many people who needs help to him for help. His spiritual temple is in Africa and he has been helping so many people. He is a great spell caster and can help you no matter where you are. My Husband Jones is now back with me and this spell caster brought my husband back to me in 3 days, someone who left me for 4 years now. Can you please contact this man? He will help you and you will see. His temple Email is aluyaspellcaster17@gmail.com FIX THE FOLLOWING PROBLEMS TO ALL ACROSS THE GLOBE ON: Get your ex back spell Lottery Spell Money spell Pregnancy spell Prosperity spell Protection spell Get a huge loan without paying any fee spell Long life spell Freedom From Prison spell Love/Reunion spelAl Marriage spell Popularity spell Killing/Revenge spell Healing spell Contact HIM of any of these today at: EMAIL: aluyaspellcaster17@gmail.com OR Call and WHATSAPP HIM +233576397868 or his web page https://aluyaspellcaster.blogspot.com

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