From Descriptive to Prescriptive Analytics

Descriptive analytics are useful because they allow us to learn from past behaviors, and understand how they might influence future outcomes. The vast majority of the statistics we use fall into this category. (Think basic arithmetic like sums, averages, percent changes.) Usually, the underlying data is a count, or aggregate of a filtered ... The amount processed as part of a refund for a product, expressed as the value passed to Analytics multiplied by 10^6 (e.g., 2.40 would be given as 2400000). hits.product.productRevenue: INTEGER: The revenue of the product, expressed as the value passed to Analytics multiplied by 10^6 (e.g., 2.40 would be given as 2400000). hits.product ... virtual agent (intelligent virtual agent or virtual rep): A virtual agent (sometimes called an intelligent virtual agent, virtual rep or chatbot ) is used to describe a program based in artificial intelligence ( AI ) that provides automated customer service. Virtual agent can also refer to a human customer service agent who works remotely from ... SMAC (social, mobile, analytics and cloud) is the concept that the convergence of four technologies is currently driving business innovation .

2021.12.09 07:46 Alinka_19 From Descriptive to Prescriptive Analytics

From Descriptive to Prescriptive Analytics Hi, guys! I currently work for a BI platform as a project manager. Recently, we have been contacted by a potential client who asked us to come up with a simple optimization solution based on the concept of prescriptive analytics (see the pic below). He gave us an example of the company that existed a few years ago which did just that (the name - MondoBrain): a business user can upload a dataset (e.g. excel file) and then with the help of fairly easy interface optimize the KPI he is interested in. Our CEO doesn't really believe in the idea but asked us to do the research - he thinks there is nothing simple about optimization, because if it was simple, everybody would be doing it. I get the appeal of this idea: it's simple, supposed to be fairly affordable, no need to write code or be a professional DS.
I have a few questions for you:
  1. How do you understand the term "Prescriptive Analytics"?
  2. Do you think it is possible to create a simple optimization solution?
  3. Do you know any companies that might be doing that already? (I don't mean big companies like IBM or AIMMS because of course they are investing heavily in AI and ML; and their solutions are complex)
  4. If you have had actual experince of working with products based on Prescriptive Analytics, please share.
P.S. the companies we researched: RapidMiner - searches for optimal points in feature space, using a predictive model for target variable; the results are single points; no significance level in out-of-box version, outlier detection can be used to filter results.
Gurobi Optimization - based on mathematical programming, different models that could be written in any language. Expensive and complicated, but shows real results across different industries.
Wanted to thank everyone in advance for sharing their expertise!

https://preview.redd.it/f6mtih6yxh481.png?width=1826&format=png&auto=webp&s=b0af6813ae493fa25d46d66f94340c89f511e36a
Varen-Technologies-MondoBrain-Product-Sheet.pdf (varentech.com)
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2021.12.09 07:46 Secure_Resolve1072 Found this on my 10 year old daughters head, what could it be? Just a mole?

Found this on my 10 year old daughters head, what could it be? Just a mole? submitted by Secure_Resolve1072 to Melanoma [link] [comments]


2021.12.09 07:46 bruises_burns Abu dhabi grand prix extended

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2021.12.09 07:46 nicolaiwest Excited for Rushdown Revolt! Even have it included in a YT video for anyone interested

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2021.12.09 07:46 Hrmbee Wild boars in Pickering have been caught and killed

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2021.12.09 07:46 Large_Tour_6959 .

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2021.12.09 07:46 Frosty-Thought1972 Angela White. The Aussie superstar in a catsuit. It doesn`t get much sexier.

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2021.12.09 07:46 Less-Grocery2328 poem

If you saw my dick your tongue'd be sucking loving the taste and calling it major if my ass was in your face you wouldn't want to be in any other place and even if I shited you'd be devouring it with quick pace
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2021.12.09 07:46 Timely-Ad4687 Why would she unblock me, should I unblock her back

I'm really missing her even though she manipulated me and broke my heart, I seem to miss her more as the days go on. We were firstly in a relationship about 6 years ago, we were together for around 8 months and things were going well until I found out she was engaged. One of my friends found out and when I confronted her she denied it but I found out it was true after seeing him on her social media so I deleted her off everything even though she tried messaging me just before her wedding. She eventually ended up getting divorced a year in to her marriage, that was around 4 years ago.
Around last year we got back in touch and we got back together as she seemed to have changed a lot, but a while in to the relationship she revealed that she did have quite a few boyfriends before then and that she had slept with someone. I was understanding and things seemed to be going fine after and we even planned for marriage, but then I noticed how much of a rush she was in to get married and how she said she always misses me.
But lately we have argued a lot and she has really wound me up to the point where I didn't want to speak to her, she knew I wanted my space but to get my attention she ended up blocking me off everything. When I asked why she blocked me she said she didn't want me to have access to her if I can't commit to her, even though she has a lot of random guys on there! She eventually unblocked me. My own family wasn't happy about my relationship as my mother wasn't keen on her but I eventually persuaded her to accept (I realise now how stupid I was).
A few months later, I noticed her being open again about other guys but instead of saying anything I stayed quiet. Because there was a guy that she used to talk to that got in touch with her, he was actually a married man so I don't know why he was reaching out to her but what bothered me the most was that she would complain about him getting in touch but she never blocked him to stop him from getting in touch with her, it felt as though she liked the attention.
When she asked why I was quiet, she insisted that I can talk to her about anything so I told her that I wasn't happy with how open she is with other guys, she then went on to say how she didn't want to be with someone that is insecure as her ex husband was the same. I was quite annoyed at this point as she has said herself in the past that she is insecure too and she always had mood swings and emotional issues due to her endometriosis which I was always understanding of, it hurt that she couldn't be understanding of my mental health.
So then she went on to complain about me not committing to her, at this point I had enough of it and said that if she wants to end it she should do it now so she went ahead and blocked me off social media. She didn't block my number but now I have blocked hers so she can't get in touch with me. I told my mother that we had broken up so she shouldn't get in touch with her mother to sort wedding arrangements, at that point my mom informed me that she rang her mom a couple of weeks ago but she said that she was busy and and that she would ring back later which she never did. I was tempted to unblock her and have a go at her for saying that I was the reason things weren't progressing.
But I though forget it, I no longer want anything to do with her anymore. Its been over a month since she blocked me, I have missed her a lot and was tempted to try to get in touch with her. Im hurting so bad but I am debating to get in touch with her but I know deep down there's no point. I noticed that she has now unblocked me on social media. I don't get why she would unblock me especially when she was the one to cut me off first. What should I do if I feel broken and miss her to the point where I can't sleep?
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2021.12.09 07:46 Maximum_Shirt_9434 BBW friendly users.. well? Am I?

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2021.12.09 07:46 Dootiica It's low quality but I did my best.

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2021.12.09 07:46 ClearlyMyOtherAcc 20M looking to make new friends

20M looking to make new friends. I’ve been lonely for a while and want to meet some new people. If you would like to chat with me, make sure to answer this form: https://forms.gle/tbHyAnxK3t2cA8vb8 . So why a form? I want to get more info then a typical “hey”. I’ve seen forms work for some people so I wanted to try it out. Feel free to suggest changes to the form if you feel like something is missing.
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2021.12.09 07:46 Camorich What do you think of Lullabies To Paralyze?

It is one of my favorite albums with good tunes in it. Little Sister, Long Slow Goodbye, Medication or In My Head. Sorry to say this but I prefer it over Era Vulgaris.
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2021.12.09 07:46 beaquis Visual bug and how to fix it?

Today I suffered a visual bug that made my dear carry kog 2 guinsoo ga (5mutants) to dissapear so I couldnt play it even if other player told me that he could see it. I couldnt see it neither take it, but I know it was there becasue an empty space was being used and I couldnt buy more champs.
I managed to make a top 4 with which could have been top1-2😭😭😭sad, so I would like to know if there is any way to fix this visual bug when you face it in the middle of the game, so no more people suffer from it. Thanks
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2021.12.09 07:46 MooneMoose Should I keep rerolling till I get a 5 star? (new account here)

Are they too rare? Or would it be worth it to keep rerolling until I summon a 5 star in the first 12 summons?
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2021.12.09 07:46 nonsonosalvo Cursed nft

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2021.12.09 07:46 Internet-Citizen Recommend me some part time temporary remote job roles please

As the title says.
It has to be temporary , part time and fully remote .
Thanks.
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2021.12.09 07:46 Quarrymen14 https://www.audacy.com/weei/sports/patriots/rob-ninkovich-goes-on-rant-against-bills-following

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2021.12.09 07:46 BrytolGasMasks What elements can I find at home?

So, I want to get into collecting elements, but right now I have quite a low budget. I want to get some elements from home first. I already have magnesium, zinc, carbon, copper, red phosphorus and aluminum. What other elements can I get at home?
submitted by BrytolGasMasks to elementcollection [link] [comments]


2021.12.09 07:46 boston_frank UDM Update to 1.10.4

Hello - nervous about updating to the newest versions. Everything is running well but obviously would like to get any bug fixes/improvements.
Currently on 10.0.0/Controller 6.4.54. Read some horror stories of people having to reset and backups not containing all the network setup.

If I do update I have some questions:

  1. How stable are these next releases?
  2. I can take a backup but what areas specifically should I record in my setup that will not get restored if I have to reset?
  3. To restore should the backup stored locally on my computer? I'm assuming the backups are wiped out in a reset
  4. I'm assuming a Reset/Restore backup is pretty straight forward except for the above
  5. Should the UDM/Controller update be done separately? And if yes in what specific order?
Thank you in advance
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2021.12.09 07:46 orichim EXPERIENCE PLAYER IN A LAST MONTH

EXPERIENCE PLAYER IN A LAST MONTH submitted by orichim to AxieScholarships [link] [comments]


2021.12.09 07:46 Mcyt_fan11 Wow

I just realized this sub is 6 months old.
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2021.12.09 07:46 themoorofvenice Evening Update: Today's headlines from The Straits Times on Dec 9

Evening Update: Today's headlines from The Straits Times on Dec 9 submitted by themoorofvenice to straitstimes [link] [comments]


2021.12.09 07:46 Comrade_Strelok Is Marxism Still Relevant Today? (Article in the comments)

Is Marxism Still Relevant Today? (Article in the comments) submitted by Comrade_Strelok to Politsturm [link] [comments]


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