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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This is really good I tried it and it worked for me....I would love everyone who is in need to try also. Good luck.

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Some days, things do not happen the way you want them to be. They fall apart, and you start to worry. Worse, you feel discouraged and lonely, thinking that there is no other way to straighten things up Natural herbs have cured so many illness that drugs and injection can't cure I've seen the great importance of natural herbs and the wonderful work natural herbs have done in people's lives. i read a lot of people's testimonies online on how they were cured of Herpes, HIV, Diabetics, Lymphoma, Fibroid, Cancer etc by Dr voodoo herbal medicine, so i decided to contact the doctor Dr voodoo also cured me from HIV I will recommend Dr. voodoo to everyone reading this article because this herbal healer is capable to heal anything email Dr voodoo at: voodoospelltemple66@gmail.com also his whatsApp +2348140120719

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I had struggle relationship with my husband in the past which led to divorce with my first husband. After i and my ex husband got divorced, i had another chance to re-marry again and just 5 years of my second marriage there was another divorce which almost killed me emotionally. I stayed for another two years been unmarried and a single mother. Honestly I wasn't really happy it because every woman need a man in her life, there was a time i saw my first husbands photo and i realized how much i loved him and have missed him. I tried to get to him but i was told that he moved on with his life and we may never been together again. I wept bitterly that night thinking i have lost the man that i have had so much love for. I asked for advise on what to do and a friend of mine gave me a contact of Osasu Solution Temple, i consulted him and to his very best with his powerful spells he helped me with a Reunion Marriage Love Spell to returned my ex husband back to me, in just 9 days i had enchanter with a spiritual reunion prayers with priest Osasu everything turn around for good in my life, I am now happily living with my first husband again and sort out the divorce issues. with the help of Osasu temple, his a man of wisdom and care. Thanks and i appreciate all the help you have rendered to get my ex husband back into my life again. I testify here today that Osasu temple is powerful it can resolve all problem in a broken relationship with love once. contact him for solutions to any kind of relationship problem. Email....(drosasu25@gmail.com) You can also call him or add him on WhatsApp +2347064365391

HOW DR. UNEME brought back my ex lover unemespellben@gmail.com Am DONNA, am from UK. After been in a relationship with my Boyfriend for 1 year now and we were planning to get married soon and all of a sudden he left me for another girl. of a truth, I really love this guy and never can I imagine life without him. I further tried all my best to get him back but all my effort to get him back in my life did not work out. It was on this faithful day, I came across some Testimonies on a website about this great spell caster called (Dr. UNEME) any persons claimed that he help them to renew their relationship and bring their ex lover back, I had to contact him because he was my last hope. I contacted him through his email and he assured me that in three days time my boyfriend is going to leave the other girl and come back to me and it was a very great surprise to see my boyfriend coming back to me after three days the spell was done. I am so very happy today that he came back to me and i achieved this with the help of Dr UNEME I equally want to use this opportunity to Tell/Advice to as many who need their ex back, if you need his help you can Contact him through EMAIL: unemespellben@gmail.com WHATSAPP HIM @ +2348143813120 Thank You Once Again Dr.UNEME

HOW DR. UNEME brought back my ex lover unemespellben@gmail.com Am DONNA, am from UK. After been in a relationship with my Boyfriend for 1 year now and we were planning to get married soon and all of a sudden he left me for another girl. of a truth, I really love this guy and never can I imagine life without him. I further tried all my best to get him back but all my effort to get him back in my life did not work out. It was on this faithful day, I came across some Testimonies on a website about this great spell caster called (Dr. UNEME) any persons claimed that he help them to renew their relationship and bring their ex lover back, I had to contact him because he was my last hope. I contacted him through his email and he assured me that in three days time my boyfriend is going to leave the other girl and come back to me and it was a very great surprise to see my boyfriend coming back to me after three days the spell was done. I am so very happy today that he came back to me and i achieved this with the help of Dr UNEME I equally want to use this opportunity to Tell/Advice to as many who need their ex back, if you need his help you can Contact him through EMAIL: unemespellben@gmail.com WHATSAPP HIM @ +2348143813120 Thank You Once Again Dr.UNEME

HOW DR. UNEME brought back my ex lover unemespellben@gmail.com Am DONNA, am from UK. After been in a relationship with my Boyfriend for 1 year now and we were planning to get married soon and all of a sudden he left me for another girl. of a truth, I really love this guy and never can I imagine life without him. I further tried all my best to get him back but all my effort to get him back in my life did not work out. It was on this faithful day, I came across some Testimonies on a website about this great spell caster called (Dr. UNEME) any persons claimed that he help them to renew their relationship and bring their ex lover back, I had to contact him because he was my last hope. I contacted him through his email and he assured me that in three days time my boyfriend is going to leave the other girl and come back to me and it was a very great surprise to see my boyfriend coming back to me after three days the spell was done. I am so very happy today that he came back to me and i achieved this with the help of Dr UNEME I equally want to use this opportunity to Tell/Advice to as many who need their ex back, if you need his help you can Contact him through EMAIL: unemespellben@gmail.com WHATSAPP HIM @ +2348143813120 Thank You Once Again Dr.UNEME

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I want to say a very big thanks to PRIEST WISDOM for the wonderful work he did for me in helping me to save my marriage, my husband ask for a divorce letter because of the little misunderstanding we had in the past few month, And i never wanted this because i love my husband so much and all our investment was a joint business and i don't want to be far away from my family and my two lovely kids. My friend told me about PRIEST WISDOM and how he also helped her with her marital issues, so i had to contact him because i want to stop my husband from completing the divorce letter and i want to keep my family together and after contacting him, i was told what i needed to do and when i was going to start seeing the result, I did as PRIEST WISDOM has instructed and after 3 days my Husband call me and start asking for my forgiveness and it was all like a dream to me and we are all living happily together again all thanks to PRIEST WISDOM . Contact Him today for marital help via his Whatsapp number: +2348124644470 or call him. you can also Email:supernaturalspell@yahoo.com or supernaturalspell1@gmail.com ....  OR VIEW THIS http://supernaturalspell18.blogspot.com/  . ............

When I found PRIEST WISDOM I was in desperate need of bringing my ex lover back. He left me for another woman. It happened so fast and I had no say in the situation at all. He just dumped me after 3 years with no explanation. I contact PRIEST WISDOM  and He told me  what i need to do before he can help me and i did what he told me to, after i provided what he wanted, he cast a love spell to help us get back together. Shortly after he did his spell, my boyfriend started texting me again and felt horrible for what he just put me through. He said that I was the most important person in his life and he knows that now. We moved in together and he was more open to me than before and he started spending more time with me than before. Ever since PRIEST WISDOM helped me, my partner is very stable, faithful and closer to me than before. I highly recommends PRIEST WISDOM to anyone in need of help. Email: Supernaturalspell1@gmail.com . Call him or add him on whatsapp via: +2348124644470 PRIEST WISDOM BLOG PAGE: https://supernaturalspell21.blogspot.com/   ...............

Hello my name is Susan from USA i want to share an amazing experience i had with the almighty Priest Ade, my husband Greg filed for a divorce i was really devastated i cried day and night everyday i told a friend of mine about the situation and she told me about the powerful spell caster Priest Ade i was feeling a little bit skeptical about it but i just decided to give him a try i did every thing he asked me to do and he promised me 24hrs result and the next morning to my greatest surprise it was Greg on his kneels begging me to forgive and accept him back i'm so happy all thanks to Priest Ade he can also help you contact ancientspiritspellcast@gmail.com OR ancientspiritspellcast@yahoo.com https://ancientspiritspellcast12.wordpress.com  https://priestade.blogspot.com Website: http://ancientspiritspellcast.website2.me    WhatsApp +2347059715465 .

HELLO EVERYONE.. FEW MUNINETS TO REDY THIS INFOR ON HERPES CURE 2018.. 2017 MY MOTHER WAS DIAGNOSED OF HERPES/ KNOWN AS GENITAL WARTS ,I SPENT A LOT OF MONEY ON HER MEDICATION TILL A POINT I EVEN LOST HOPE,BECAUSE MY MOTHER WAS GRADUALLY DYING AND LOST HER MEMORY TOO, I WAS SO DESPERATE TO GET MY MOTHER BACK TO NORMAL, ONE DAY MY UNCLE WHO LIVES IN LONDON UNITED KINGDOM TOLD ME ABOUT DR OLIHA ,WHO HELPED HIM GET RID OF HERPES /GENITAL WART WITH HERBAL MEDICINE AND HIS HERBAL SOAP ,I WAS SO SHOCKED WHEN HE TOLD ME ABOUT THIS ,ALTHOUGH I NEVER BELIEVE IN HERB BUT, I KEEP TO BELIEVE BECAUSE MY UNCLE CAN'T TELL ME LIES WHEN IT COMES TO HEALTH CONDITION I CONTACTED DR OLIHA VIA HIS EMAIL; OLIHA.MIRACLEMEDICINE@GMAIL.COM , YOU CAN TALK TO HIM VIA CALL OR WHATSAPP MESSENGER ON +2349038382931 , HE REPLIED AND ASK ME TO SEND MY HOME ADDRESS AND MY MOTHER'S DETAIL AND THEN I PURCHASED THE HERBAL MEDICINE,SENT ME THE HERBAL MEDICINE THROUGH COURIER SERVICE, WHEN I RECEIVED THIS HERBAL MEDICINE USED IT FOR 2 WEEKS, AND 4 DAYS OF USAGE THE WARTS FELL OFF, MY MOTHER I NOW TOTALLY CURED AND MY MOTHER IS LIVING FREE AND HAPPY AGAIN. YOU CAN TALK TO DR VIA HIS MOBILE NUMBER OR WHATS APP HIM ON +2349038382931.ALL THANKS TO DOCTOR DR OLIHA  

MY CANCER HEALING TESTIMONEY Hi everyone, this is good news, a perfect and greats one. My daughter of 17years who has suffered of Ovarian Cancer for 2 and half years has been cure by a Herbal doctor called Dr voodoo, who uses herbal and traditional medicine to cure people. I have spent so much on my daughter's health for years but no improvement. A friend told me about this herbal man who cure people with herbal medicine. he cures all sickness, diseases, viruses, and infections with his different herbal curing medicine.The result that declares my daughter janet healed was from a hospital here in USA, And the results of the test says my daughter was okay. Dr voodoo directed that janet would be heal in 7days if she uses the medicine as directed. And 7days later, we went to confirm from the central hospital and several test that was done says my daughter is not sick or anything. So she was cured by this herbal doctor in 7days. This amaze me though. I would advice everyone to meet this Dr voodoo his email is voodoospelltemple66@gmail.com for his herbal medicine to cure your illness because am happy to see my daughter healthy again.Meet Dr voodoo and set yourself and your love ones will free you can also add Dr voodoo on whatsApp +2348140120719

I want to use this medium to testify of how i got back my ex husband after divorce, i and my husband have been married for 8 years with 2 kids, we have been a happy family. Last year his behavior towards me and the kids changed, i suspected he was meeting another woman outside out marriage, any time i confronted him, he threatened to divorce me, i did all i could to make hings right but all to no avail until i saw a post on a "love and relationship forum" about a spell caster who helps people to cast spell on marriage and relationship issues, when i contacted this spell caster via email, he helped me cast a re-union spell and my husband changed and came apologizing to me and the kids. Contact this great spell caster for your relationship or marriage issues via this email: chiefdrlucky@gmail.com or Whats App him on +2348132777335 Website : http://chiefdrluckysolutionhome.website2.me/ Good luck  

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