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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HOW THE GREAT AND POWERFUL SPELL CASTER HELP ME GET MY HUSBAND BACK AND SAVE MY MARRIAGE IN 48 HOURS..... Hi My name is "BEKAR JOE" from Canada. I was married for 15years with LILIAN. with 2 adorable kids things started getting ugly and we had fights and arguments almost every time it got worse at a point that she filed for divorce I tried my best to make her change her mind & stay with me. she moved out of the house with the kids and still went ahead to file for divorce I pleaded and tried everything but still nothing worked. The breakthrough came when someone introduced me to this wonderful, great spell caster who eventually helped me out I have never been a fan of things like this but just decided to try reluctantly cause I was desperate and left with no choice He did special prayers and used roots and herbs Within 2 days she called me and was sorry for all the emotional trauma she had cost me, she moved back to the house and we continue to live happily. what a wonderful miracle Dr.isewede  did for me and my family. I have introduced him to a lot of couples with problems across the world and they have had good news   I strongly believe someone out there need's his help. cantact him through the following means Whatsapp: 234 8147840637,  Email:dr.isewedespellte mple@gmail.com or visit his Website:@www.isewedespelltemple.com so make extra effort to save your marriage/relationship if it's truly worth it.

GREAT LOVE SPELL CASTER PRIEST WISDOM THAT HELP ME SAVE MY RELATIONSHIP.TEXT OR ADD HIM UP ON WHATSAPP: +2348124644470  My name is CLARA JAMES .i want to give thanks to PRIEST WISDOM for bringing back my ex husband.No one could have ever made me believe that the letter I’m about to write would actually one day be written. I was the world’s biggest skeptic. I never believed in magic spells or anything like this, but I was told by a reliable source (a very close co-worker) that Trust is a very dedicated, gifted, and talented person,It was one of the best things I have ever done. My love life was in shambles; I had been through two divorces and was on the brink of a third. I just couldn't face another divorce, and I wanted to try harder to make our relationship work, but my husband didn’t seem to care. and he brake up with me again.I was confuse and do not no what to do again,rather them to get in contact with PRIEST WISDOM . He did a love spell that make my husband come back to me. we are now very much happy with our self. PRIEST WISDOM make him to realize how much we love and need each other.This man is for REAL and for good.he can also help you to fix your broken relationship. I had my husband back! It was like a miracle! He suddenly wanted to go to marriage counseling, and we’re doing very, very well,in our love life.contact email Supernaturalspell1@gmail.com or his web page   https://supernaturalspell21.blogspot.com/     text or add him up on whatsApp at: +2348124644470

I just want the whole world to know about this spell caster I met two weeks ago, wisdomspiritualtemple@gmail.com I cannot say everything he has done for me my wife left me 3 years ago left with my kids I was going through online when I meant this wonderful man's testimony online I decided to give it a try and my wife is back to me now and we ar1e happily married again cause is too much to put in writing all I can say is thank you very much am very happy .and does alot of spell including Love Spell Death Spell Money Spell Power Spell Success Spell Sickness Spell Pregnancy Spell Marriage Spell Job Spell Protection Spell Lottery Spell Court Case Spell Luck Spell etc. In case you need his help contact him on this email address wisdomspiritualtemple@gmail.com he is a good man thanks.

i'am from New York USA I'm here to share my Testimony on how DR,Zaza helped me put an end to my divorce issue and restore my marriage again, because i never wanted it to happen. i don't know what came over my husband that he was filling for divorce, i tried to talk him out of it when he told me and he didn't listen to me, i had no other option than to seek for the help of a spell caster and now am glad i did. Because if not for the help of spell, i don't know what would have become of me by now because i loved my husband so much that i couldn't stand loosing him. Thank Dr.Zaza for helping me Contact DR ZAza for help via email templeoflive@gmail.com or add him on whatsapp +2349065034447

Testimony By Lizzy Desler. How to get your ex back fast! I was hurt and heart broken when a very big problem occurred in my marriage seven months ago, between me and my husband . so terrible that he took the case to court for a divorce. he said that he never wanted to stay with me again,and that he didn't love me anymore. So he packed out of the house and made me and my children passed through severe pain. I tried all my possible means to get him back,after much begging,but all to no avail.and he confirmed it that he has made his decision,and he never wanted to see me again. So on one evening,as i was coming back from work,i met an old friend of mine who asked of my husband .So i explained every thing to him,so he told me that the only way i can get my husband back,is to visit a spell caster,because it has really worked for him too. So i never believed in spell,but i had no other choice,than to follow his advice. Then he gave me the Email address of the spell caster whom he visited. Pristbacasim2000@gmail.com. So the next morning,i sent a mail to the address he gave to me,and the spell caster assured me that i will get my husband back the next day. What an amazing statement!! I never believed,so he spoke with me, and told me everything that i need to do. Then the next morning, So surprisingly, my husband who didn't call me for the past 7 months, gave me a call to inform me that he was coming back. So Amazing!! So that was how he came back that same day,with lots of love and joy,and he apologized for his mistake,and for the pain he caused me and my children. Then from that day,our relationship was now stronger than how it were before,by the help of a spell caster. So, i will advice you out there if you have any problem contact Pristbacasim, i give you 100% guarantee that he will help you.. Email him at: Pristbacasim2000@gmail.com

REAL AND POWERFUL LOVE SPELL THAT WORK FAST AND EFFECTIVELY https://ancientspiritspellcast12.wordpress.com Hello everyone i know there is someone somewhere reading this,My name is Dena Cruz from Leicester city,England,I want to share a great work of a spell caster called Priest Ade my husband and i had a fight which led to our divorce but when he left me a part of me left with him and i was to sad and cried all day and night i was searching something online when i saw people testifying about his great work and i just decided to give him a try i did everything he told me to do and he assured me that after 24 hours my husband will come back to me,the next morning to my greatest surprised a car stopped outside my house and it was my husband i'm so happy he can also help you email him at ancientspiritspellcast@yahoo.com or ancientspiritspellcast@gmail.com   Blog: https://priestade.blogspot.com Website http://ancientspiritspellcast.website2.me WhatsApp +2347059715465

hello, I am becky morgan After being in relationship with Anderson for years, he broke up with me, I did everything possible to bring him back but all was in vain, I wanted him back so much because of the love I have for him, I begged him with everything, I made promises but he refused. I explained my problem to my friend and she suggested that I should rather contact a spell caster that could help me cast a spell to bring him back but I am the type that never believed in spell, I had no choice than to try it, I mailed the spell caster, and he told me there was no problem that everything will be okay before three days, that my ex will return to me before three days, he cast the spell and surprisingly in the second day, it was around 4 pm. My ex called me, I was so surprised, I answered the call and all he said was that he was so sorry for everything that happened that he wanted me to return to him, that he loves me so much. I was so happy and went to him that was how we started living together happily again. Since then, I have made promise that anybody I know that have a relationship problem, I would be of help to such person by referring him or her to the only real and powerful spell caster who helped me with my own problem. email: {drgodfathercure@gmail.com or what's app +2347062606817} you can email him if you need his assistance in your relationship or any other Case. 1) Love Spells 2) Lost Love Spells 3) Divorce Spells 4) Marriage Spells 5) Binding Spell 6) Breakup Spells 7) Banish a past Lover 8.) You want to be promoted in your office/ Lottery spell 9) want to satisfy your lover Contact this great man if you are having any problem for a lasting solution through {drgodfathercure@gmail.com or whats app him on +2347062606817

REAL AND POWERFUL LOVE SPELL THAT WORK FAST AND EFFECTIVELY https://ancientspiritspellcast12.wordpress.com Hello everyone i know there is someone somewhere reading this,My name is Dena Cruz from Leicester city,England,I want to share a great work of a spell caster called Priest Ade my husband and i had a fight which led to our divorce but when he left me a part of me left with him and i was to sad and cried all day and night i was searching something online when i saw people testifying about his great work and i just decided to give him a try i did everything he told me to do and he assured me that after 24 hours my husband will come back to me,the next morning to my greatest surprised a car stopped outside my house and it was my husband i'm so happy he can also help you email him at ancientspiritspellcast@yahoo.com or ancientspiritspellcast@gmail.com   Blog: https://priestade.blogspot.com Website http://ancientspiritspellcast.website2.me WhatsApp +2347059715465

GREAT LOVE SPELL CASTER PRIEST WISDOM THAT HELP ME SAVE MY RELATIONSHIP.TEXT OR ADD HIM UP ON WHATSAPP: +2348124644470  My name is CLARA JAMES .i want to give thanks to PRIEST WISDOM for bringing back my ex husband.No one could have ever made me believe that the letter I’m about to write would actually one day be written. I was the world’s biggest skeptic. I never believed in magic spells or anything like this, but I was told by a reliable source (a very close co-worker) that Trust is a very dedicated, gifted, and talented person,It was one of the best things I have ever done. My love life was in shambles; I had been through two divorces and was on the brink of a third. I just couldn't face another divorce, and I wanted to try harder to make our relationship work, but my husband didn’t seem to care. and he brake up with me again.I was confuse and do not no what to do again,rather them to get in contact with PRIEST WISDOM . He did a love spell that make my husband come back to me. we are now very much happy with our self. PRIEST WISDOM make him to realize how much we love and need each other.This man is for REAL and for good.he can also help you to fix your broken relationship. I had my husband back! It was like a miracle! He suddenly wanted to go to marriage counseling, and we’re doing very, very well,in our love life.contact email Supernaturalspell1@gmail.com or his web page   https://supernaturalspell21.blogspot.com/     text or add him up on whatsApp at: +2348124644470 ..............

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