How to switch from civil engineering to data science / ML (I hold a bachelor's and a Ph.D. in civil engineering) ?

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2022.01.27 20:01 FEA_guy How to switch from civil engineering to data science / ML (I hold a bachelor's and a Ph.D. in civil engineering) ?

I am about to finish my PhD in civil engineering (have some conference papers and waiting for some journal papers to get hopefully accepted in prestigious journals).
Honestly, I never liked civil engineering. I made a huge fatal mistake of pursuing it from the beginning, suffered from depression and demotivation because of that decision. Unfortunately, in our home country, once you choose your major it's definitive and you can not switch. Was 20 during that time so I was not mature and I was psychologically very weak to resist my father's pressure (since he's a civil engineer and he has his own business). I just don't like it. I find it very difficult and I don't see any career prospects compared to other engineering fields, notably, software engineering and CS in general, especially financially.
I got the opportunity to come to Canada through a Ph.D. As you know, working in USA/ CANADA for civil engineers requires diploma equivalence and a ton of money. Another way is to do a Ph.D. which would facilitate your integration into the job market. Doing a Ph.D. in a field you're basically not interested in is very very very painful.
I just want to get out entirely from civil engineering and just erase all those years passed in this field. I consider myself not bad at maths/ statistics and programming. That's why I am asking what should I do to switch to data science / ML even as a beginner (lowest on the scale, at this point, I don't really care, I am just desperate to leave the civil engineering world for good).
Do you suggest doing a master's or a Bootcamp to get into the ML/ data science world?
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2022.01.27 20:01 BlackRussianTV We talked with @CaglaGul_S about the findings of her study on the gende...

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2022.01.27 20:01 abcdue347 About Vetala

I’m now sure that her God Tier formula is the best she ever created/used. I hope one day she brings it back.
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2022.01.27 20:01 IMovedYourCheese How do you treat inconsistent income for the purpose of loan applications?

I decided to look for pre-approval for a home loan, and am wondering what to put in the "income" section. I have a base salary and bonus, which are consistent, but most of my earnings the last few years have come in the form of vested company stock, and another significant chunk is general investment appreciation.
These last two categories fluctuate wildly day by day. The common wisdom when planning your own finances at least is to just leave them out of your calculation, but I'd obviously like to use them as added leverage to negotiate a better rate and higher loan limit.
How have people here generally represented their income in cases like these?
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2022.01.27 20:01 Delicious_Coffee5761 How to cope till I get a therapist appointment?

Hello everyone,
I have been suffering for severe depression for a long long time. Nowadays, I am at my very lowest, I am procrastinating all day. I have dark thoughts all day long. I don't get out of my bed all day long. I think I should see a therapist. But the thing is therapist appointments in my country take approximately 1 year. I've called many places, most are not taking in new patients. And the ones that are, have a wait time of approximately one year. Online therapy is not an option as I can't afford it and I have internet privacy concerns.
I need help. I am suffering too much. MY sadness is so deep I see no way out. What do I do now?
If any therapist here can provide me a session(s), I would be grateful.
Thank you!
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2022.01.27 20:01 TenMelbs Trial by Combat!

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2022.01.27 20:01 antonio_mangia Streak 27: An der letzten Sekunde

In wenigen Minuten wird es Mitternacht sein und ich habe meinen Beitrag noch nicht geschrieben. Also gibt mir diese Situation die Möglichkeit, eine bestimmte Fähigkeit zu üben: Improvisation.
Wenn man kurze Zeit hat, muss man die Wörter und Satzbau benutzen, die am meisten zementiert wurden. Dieser Teil der Deutschkenntnisse ist im Besonderen im Reden benutzt, und muss trainiert werden, wenn man natürlich klingen will.
Naja, bis jetzt ist dieser mein schnellste Beitrag, deshalb hoffe ich, dass er zu viele Fehler nicht enthaltet.
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2022.01.27 20:01 kane739 Hot Take: School isn’t all that bad

So many people hate on school, I mean I can kind of see it, being forced to go and use your brain for 6 hours a day. What my thought process is what would I do if I had no school? Nothing, I have nothing to do. Plus there is lots to learn, even if you aren’t going to use it. Something is just so satisfying about beating a math problem or acing a test. Plus there are some interesting people to talk to. The only reason I got introduced to bird watching is by talking at school. What do y’all think of school?
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2022.01.27 20:01 Kris_Angel I’m a sugar girl who loves to play

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2022.01.27 20:01 Mysterious_Dog_9481 What a minute….

What a minute….
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2022.01.27 20:01 jatin_vision Judge Breyer told Supreme Court colleagues about retirement after news broke, source tells DailyExpertNews

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2022.01.27 20:01 Phoenix-Rose1 Tons of Kudos!

I just recently hit over 6000 (specifically 6850) hits and over 200 (285) kudos on my ongoing fic and it makes me so insanely happy! I love writing and creating stories and I love that other people like my writing. The people on Ao3 are so damn nice and it makes me motivated to keep writing.
I’ll definitely post something once the fic is done, as it will be my first ever finished longfic.
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2022.01.27 20:01 LegoBloq Setting up auto attendant - how do I forward to an external number with an extension?

I’m setting up our MS Teams to act as our phone system.
One of my requirements is to have an auto attendant option to forward the call to an external number. The challenge is that I need to append the external number with an extension number.
Eg. 1 123-456-7890 ext 1234
Teams doesn’t seem to recognize the normal comma (for a pause) and displays an error that it’s not a valid number.
Has anyone successfully forwarded to an external number with an extension?
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2022.01.27 20:01 berdot My worst fear as a child

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2022.01.27 20:01 CurrentPenalty8916 NOOOOOO

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2022.01.27 20:01 SpriggsJim Those eyes! Those lips!

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2022.01.27 20:01 autotldr More Than 15,000 People Displaced in New Darfur Violence, U.N. Says

This is the best tl;dr I could make, original reduced by 45%. (I'm a bot)

Internally displaced girls ride donkeys during a sandstorm outside ZamZam IDP's camp in Al Fasher, northern Darfur April 13, 2010.
Register now for FREE unlimited access to Reuters.comKHARTOUM, Jan 27 - Renewed tribal violence near the western Sudanese city of El Geneina over the past week has displaced more than 15,000 people, the United Nations said.
The war-weary Darfur region has seen an increase in violence recently, humanitarian groups say, which analysts link to a peace deal signed in October 2020 that has led to some groups to jostle for power while not adequately addressing security concerns.
The fighting, which spilled over into other villages, caused 11,100 people to be displaced within the El Geneina locality, and an estimated 4,500 others to flee across the border to Chad.A joint security force was dispatched to the area, the UN statement said.
About 2.5 million people live in displacement camps across Darfur, according to U.N. refugee agency UNHCR.Darfur residents complain that the militias continue to carry out attacks on villages and camps.
People have been displaced in 2021, a four-fold increase over 2020, aid groups say.
Summary Source | FAQ | Feedback | Top keywords: people#1 group#2 displaced#3 Darfur#4 village#5
Post found in /worldnews.
NOTICE: This thread is for discussing the submission topic. Please do not discuss the concept of the autotldr bot here.
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2022.01.27 20:01 TrevorIsTheGOAT [Dilla] Adrian Wilson prefers Thib

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2022.01.27 20:01 amb1ka Is she an SIC?

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2022.01.27 20:01 General_Raisin Fw the new beat

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2022.01.27 20:01 crytoloover Create NFT memberships for discord

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2022.01.27 20:01 Striking-Camera-5080 50 Subs Special Review(Mic Review and unboxing)

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2022.01.27 20:01 pawkorozrabiaka is anyone interested? XLENT CONDITION

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2022.01.27 20:01 LegendsofLost Kendo Helps You with a Project!

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2022.01.27 20:01 KurRed Jousters

I'm currently on arena 3, and I'm unable to win a game whatsoever if my opponent has the jousting horse knight, as it is tanky, oneshots basically most things and can singlehandedly take out any of the towers without backup. I want to know how to hard counter these menaces as they arent even supposed to be accesible until arena 7, I think.
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