#this blog has the answers.

[education43]

What Are the Qualifications for a Data Scientist?

In today's data-driven world, the role of a data scientist has become one of the most coveted career paths. With businesses relying on data for decision-making, understanding customer behavior, and improving products, the demand for skilled professionals who can analyze, interpret, and extract value from data is at an all-time high. If you're wondering what qualifications are needed to become a successful data scientist, how DataCouncil can help you get there, and why a data science course in Pune is a great option, this blog has the answers.

The Key Qualifications for a Data Scientist

To succeed as a data scientist, a mix of technical skills, education, and hands-on experience is essential. Here are the core qualifications required:

1. Educational Background

A strong foundation in mathematics, statistics, or computer science is typically expected. Most data scientists hold at least a bachelor’s degree in one of these fields, with many pursuing higher education such as a master's or a Ph.D. A data science course in Pune with DataCouncil can bridge this gap, offering the academic and practical knowledge required for a strong start in the industry.

2. Proficiency in Programming Languages

Programming is at the heart of data science. You need to be comfortable with languages like Python, R, and SQL, which are widely used for data analysis, machine learning, and database management. A comprehensive data science course in Pune will teach these programming skills from scratch, ensuring you become proficient in coding for data science tasks.

3. Understanding of Machine Learning

Data scientists must have a solid grasp of machine learning techniques and algorithms such as regression, clustering, and decision trees. By enrolling in a DataCouncil course, you'll learn how to implement machine learning models to analyze data and make predictions, an essential qualification for landing a data science job.

4. Data Wrangling Skills

Raw data is often messy and unstructured, and a good data scientist needs to be adept at cleaning and processing data before it can be analyzed. DataCouncil's data science course in Pune includes practical training in tools like Pandas and Numpy for effective data wrangling, helping you develop a strong skill set in this critical area.

5. Statistical Knowledge

Statistical analysis forms the backbone of data science. Knowledge of probability, hypothesis testing, and statistical modeling allows data scientists to draw meaningful insights from data. A structured data science course in Pune offers the theoretical and practical aspects of statistics required to excel.

6. Communication and Data Visualization Skills

Being able to explain your findings in a clear and concise manner is crucial. Data scientists often need to communicate with non-technical stakeholders, making tools like Tableau, Power BI, and Matplotlib essential for creating insightful visualizations. DataCouncil’s data science course in Pune includes modules on data visualization, which can help you present data in a way that’s easy to understand.

7. Domain Knowledge

Apart from technical skills, understanding the industry you work in is a major asset. Whether it’s healthcare, finance, or e-commerce, knowing how data applies within your industry will set you apart from the competition. DataCouncil's data science course in Pune is designed to offer case studies from multiple industries, helping students gain domain-specific insights.

Why Choose DataCouncil for a Data Science Course in Pune?

If you're looking to build a successful career as a data scientist, enrolling in a data science course in Pune with DataCouncil can be your first step toward reaching your goals. Here’s why DataCouncil is the ideal choice:

Comprehensive Curriculum: The course covers everything from the basics of data science to advanced machine learning techniques.

Hands-On Projects: You'll work on real-world projects that mimic the challenges faced by data scientists in various industries.

Experienced Faculty: Learn from industry professionals who have years of experience in data science and analytics.

100% Placement Support: DataCouncil provides job assistance to help you land a data science job in Pune or anywhere else, making it a great investment in your future.

Flexible Learning Options: With both weekday and weekend batches, DataCouncil ensures that you can learn at your own pace without compromising your current commitments.

Conclusion

Becoming a data scientist requires a combination of technical expertise, analytical skills, and industry knowledge. By enrolling in a data science course in Pune with DataCouncil, you can gain all the qualifications you need to thrive in this exciting field. Whether you're a fresher looking to start your career or a professional wanting to upskill, this course will equip you with the knowledge, skills, and practical experience to succeed as a data scientist.

Explore DataCouncil’s offerings today and take the first step toward unlocking a rewarding career in data science! Looking for the best data science course in Pune? DataCouncil offers comprehensive data science classes in Pune, designed to equip you with the skills to excel in this booming field. Our data science course in Pune covers everything from data analysis to machine learning, with competitive data science course fees in Pune. We provide job-oriented programs, making us the best institute for data science in Pune with placement support. Explore online data science training in Pune and take your career to new heights!

[14dayswithyou]

Ren should paint his nails dark blue!

Question purely out of my own curiously and you don't have to answer if its spoilers (obviously) or just uncomfortable.

Will there be a true ending to 14dayswithyou? Like where one ending is 'most' canon? Also, do you have a idea or fully thought out the end of 14dayswithyou? (Like how the story ends, different ending, etc..)(obviously don't reveal them lmao)

I know the game is still in its early days(day 5) but I've just been curious to know. As there's a lot going on in the tumblr that I've wondered if somethings you've said might change in the future. I don't know, I'm all very new to visual novel games on itchio lol so I don't know if creators secretly have a dead set plan lol.

⌞♥⌝ Yes, there will be a "true" ending for 14DWY, alongside 4 other endings (at least, for now). I also used to be a lot more vocal about the endings back in 2022, so I really recommend searching up specific keywords if you're interested in learning more!!

Regarding the lore found on Tumblr, I would like to point out that nearly 80% of my posts are not canon. Most of the asks I receive are essentially "what if" scenarios involving the 14DWY cast, and as such, they don't really relate to the game in any way.

If you'd like to see the actual canon lore (a.k.a things that won't ever change or contradict other posts), then I highly recommend checking out the "canon" tag!!

[starsknice]

light and dark

[cozylittleartblog]

happy pride month. i did not make this up for th ememe

[hellsite-hall-of-fame]

So, you're single now? That's great. There is nothing wrong with being single. Being single is not a condition that needs to be"fixing", and there are many people who are happy on their own. In fact, trying to "fix" someone being single is a felony, and gets you registered as a sex offender. So, I think that you're fine the way you are. Oh, and don't tell the others this, but you're eligible for recruitment into the Aromantic Army, just ask any aromantic blog about it and they should understand. Have a great day!

yes I do know all of this, but the reminder does help I guess? that was a bit of an intense way to put it tho lol, but thank you.

and in fact I am already apart of such an army, and I actually am the owner of one such blog lol

[ask-everything]

From all the Mods of the Ask-Everything blog,

Thank you!

[poorly-drawn-mdzs]

You ever gonna make poorly drawn TGCF?

Long answer short: No.

But, I have a tag for TGCF fanart I've done, and I probably will draw more in the future!

If you're looking for a comic with 'silly summary' energy, I *highly* recommend Tempo-Takoyaki's 'Almost TGCF' Series.

[spookygibberish]

who are the dogstock?

There’s quite a bit to go over with this so bear with me

Pictured: 3rd male and Virgin Queen (Uhasr)

The Dogstock are the Godstock People of the Dog, descended from an ancient warrior class of a now very dead culture. There’s still a lot of details to work out so I’m skimming over this part, honestly. The warriors of this culture ate the flesh and drank the blood of the Dog to become more like it, and were changed. The level of change that just imbibing the flesh of the Dog imparted is not sufficient to explain the level of purposed biology that characterizes Dogstock, and this culture didn’t practice active manipulation of stock in the way the Jacantese do, so the full history of their origins are somewhat mysterious. (I have ideas (not worked out)).

The Dzuzhnutte Empire perfected the Dogstock as they exist today, and their design, handling, and breeding as perpetuated still in Orimat today. The Dzuzhnutte conquered the entirety of the Dochira, the Hochkiskuph Steppes, and the isthmus in between which now holds the modern day the Kiiz principalities (Ann-Kiiz, Bel-Kiiz, Osat-Kiiz) primarily by the strength of a massive and powerful army of specialty bred and trained Dogstock soldiers. One could argue the high cost of maintenance of this army (among other factors) was the nail in the Dzuzhnutte Empire's coffin, but honestly it's all conjecture. Like the people who first captured and consumed the Dog, the Dzuzhnutte are no longer around.

There are three major broad cultural groups of dogstock that I'll be talking about, if i talk more about these guys publicly:

The Uhasr (/yhezr/) (i cannot pronounce this word correctly either)

The empire didn't collapse all at once, it shrank, it abandoned its peripheries. One of the first such regions to be abandoned was the Hochkiskuph, a relatively small, cold desert region with little obvious wealth in anything other than sheep. The Dogstock soldiers stationed in the Hochkiskuph were not retrieved, as there was no particular need for them. Dogstock are cheap to breed and expensive to feed, or so it goes. This happened about 700~ years from the modern day, and the abandoned Dzuzhnutte Dogstock warslaves formed the basis of the modern day Uhasr culture.

Uhasr Dogstock are a very decentralized culture characterized more or less entirely by their shared language. Uhasr means "ear-having", and is a reference to their uncropped ears. Dogstock slaves of the Dzuzhnutte (and descendant cultures, the tradition persists) had their ears and tails cropped as a mark of servitude, and the Uhasr, being master-less, take great pride in their intact ears and tails, enough to consider them their defining features.

The Uhasr Dogstock are nomadic hunters who exist in an ongoing state of constant conflict with the indigenous Hochki people, who are mostly nomadic herders. The Dzuzhnutte Dogstock were brought to the Hochkiskuph to hunt people, and did not stop doing that once left to their own devices.

Uhasr Dogstock practice exocannibalism (they eat their enemies' flesh), collect body body parts as war trophies (particularly hands and heads), observe religious practices that could be said to be the only surviving form of the ancient Dzuzhnutte state religion, have a strong culture of storytelling and communal theatre, and are generally known as "Feral Dogstock."

Oan Dogstock

Citizens of the Kiiz are Oan. A person from Ann-Kiiz is Ann-Oan. Oan Dogstock are Dogstock who are legally citizens of the Kiiz. The Kiiz are a trio of city states controlling the isthmus between Dochira and the mainland. They political history of this region is up in the air, I'm working on it. You'll get what you get lmao.

The Kiiz are currently undergoing a period of high art and culture, scientific developments, religious inspiration, lofty patronage of the arts. The Kiiz are an enlightened culture where Dogstock live freely among humans, slavery is illegal in the Kiiz, unlike Orimat, and all Dogstock are full members of society. In practice, it's rare to find anyone willing to sell property to Dogstock, and 95% of Oan Dogstock rent houses, or live with human sponsors, for who also often employ them in exchange for food and housing.

The Dogstock of the Kiiz exist in a strange, tense state, trapped between the Uhazr and the Orimish Dogstock in the eyes of their human contemporaries. The experience of the Oan Dogstock is one of supplication and opposition, they crop their ears to distinguish themselves from the feral Uhasr savages, and leave long their tails to distinguish them from servile Orimish slaves. A notable percentage of Oan dogstock are particularly strict adherents of the local religion of the Kiiz (idk much about it other than it's monotheistic - one of if not the only monotheistic religions on the continent).

The Orimish Dogstock

I know the least about this culture of these groups. It is the region where they're still actively kept as slaves. I'll get around to it.

[askthehedgehogs]

What was the reaction of your friends when they learned you two liked eachother? Like.. romantically and stuff :0

Were they shocked? Or had they already suspected it or something?

Rouge knew before even we realised. She has a… 6th sense for that kind of thing.

Amy took it kinda hard at first, but then she went from being obsessed with dating me to being obsessed with me dating Shadow??

It was uncomfortable at first, but we’re used to it now.

Honestly, Tails and Knuckles were the most surprised! They didn’t even believe me, at first. Didn’t think I’d ever be romantically into anybody, heh.

[bitedownme]

b—bunny outfit? bunny outfit… pretty please.. i will give you my left kidney.

Don't give me your kidney, but I indeed want a payment for what the fuck I drew /j

[divorceblogger]

Hi,I feel like I'm being gaslighted into thinking that AR wrote Marius & Armand"s relationship in a positive light? That wasn't my impression at all. Am I mistaken? I ask you this because you seem to have good Armand takes.

Hm. I do consider the vampire chronicles a study in power, abuse and sexual violence, personally. the books often take advantage of elaborate metaphors and heightened violence to do this and the different perspectives sometimes distort the narrative to either reveal or obfuscate abuse so they’re not always straightforward which can sometimes complicate interpretations. the victims have incredibly complex and realistic reactions to the abuse they face.

so where I approach this from is - ‘they said a child had died in the attic’ -> opening line of all time to me. particularly in terms of how TVA is concerned with exploring csa + the narrative structure of armand’s history in the book being bracketed by chapters which involve him trusting his children into marius’s care only for marius to betray it and every single principle he stands for to turn them (in TVL he advises lestat to allow people to live full human lives before turning them while confessing that he failed armand by not giving him the same grace) in order to entrap armand by establishing a bond with benji & sybelle that can never be severed. this is specifically because armand rejects the invitation to resume a domestic relationship with him in the first chapter of TVA. this generally sets the tone for how their relationship plays out over the course of the book. ultimately it’s also narratively important that armand is unable to fully come to terms with the abuse marius inflicts on him and is able to express how betrayed and angry he feels only when the bodies at stake belong to people he cares for very deeply - he’s able to better articulate his feelings through secondary subjects who’re similarly abused, i.e. namely sybelle and benji (and lestat! he feels very deeply about gabrielle’s neglect of him).

that said I cannot emphasise enough that I feel it’s impossible to interact with renessaince venice without the historical context for how sexual relations were organised at the time- and homosexuality was practiced almost exclusively through pederasty. anne is extremely conscious of this - she rarely shies away from examining how power differentials play a role in generating conditions where abuse is fostered. it would be antithetical to the premise of the vampire chronicles to do so. I think people may often find it distasteful that she eroticises dynamics which feature abuse but it works for me because I find it to be brutally honest and prefer to see depictions of abuse that encompass their complexity - so although this post is about lolita I do always come back to it when I try to express why TVA being an erotic text doesn’t particularly bother me (and speaking of lolita. I do also like to make a point about the very intentional ways in which immortal humbert humbert marius chooses to identify armand - armand/dolores being ignored in favour of amadeo/lolita which is a sexual identity that marius specifically bestows).

I talk a bit more about TVA & armand’s complicated feelings about the abuse he experiences here although it was typed out very hastily and I think this conversation between marius and armand from an initial draft for TVA where armand makes very confronting statements is incredibly revealing about anne’s thought process while she was writing their relationship.

[bigtimesalesman]

*spamton sees a man that is slightly taller then himself walk up toward the front doors of the Queen's mansion. He looks almost as tired as he sounded on the phone.*

*He is also carrying what looks like a pipis girl with him*

HELLO, HELLO SALESMAN. DON'T MIND HER, SHE MEANS NO HARM, HARM.

NOW FOR COFFEE, CORRECT, CORRECT?

@ask-the-chaoschaos

@ask-a-pipis

(Spamton not-so-subtly glances at Pipi and Mr. Pipis, clearly curious but eager to make a good first impression with Jevil.)

* Yes, eaha, of course! You look a lot different than I'd imagined... Well, right this way, you three!

(He holds the Mansion's entrance door open for them. Like a real gentleman.)

[14dayswithyou]

Wait that spicy videos ask tho? 😳 can i be shameless in ur inbox for a lil…

100% consensual obvs but UMM—

Angel cockwarming [REDACTED] while he's working and he knows they're getting impatient. But instead of giving them what they want he pulls up one of the more… intimate recordings on another monitor to keep them distracted with, sound on and everything. 

Still going about his business, but occasionally taunting them, whispering in their ear and holding their chin to make sure they watch themselves getting fucked silly in the video.

"You make the most desperate face here."

"This is my favorite part."

"Imagine how amazing that’ll feel if y’just be good and keep waiting, Angel.”

hehehe >:3c

✦゜ANSWERED: CRYINGGGGG NOT THEIR 📯🦵 ASS HAVING THE ENTIRE VIDEO MEMORISED..... T_T /pos

Lots of NSFW under the cut!!

"Y'make the most lewd sound here... Listen." >>>> As he makes you look at the video while pulling you flush against his hips. Probably tries to see if he can recreate that sound as well while he has you sitting nice and snug in his lap.

"Look at how good y'look on my cock. You were practically droolin', angel. You must really like bein' stuffed full, huh?" Cue his smug ass looking down to see if you're making the exact same expression. If not, then they're immediately rocking their hips and gently sucking at the base of your neck.

"My personal cocksleeve always does such a good job. But Y'already know that, don't you? 'Course you do, 'can feel you squeezing around me right now. Y'feel amazing... Fuck." While his warm breath fans over your ear — but other than that, he's barely paying attention to you >:(

Won't let you cum until the video's finished playing and they've got you whining and breathless on his length. Bonus points if you can't stop yourself from rutting/grinding against them.

If you consent, [REDACTED] would probably pull up his webcam and record this session as well while he's typing away on his computer.

Tells you to be patient and sit still while they work, but they're literally not typing?? He's just casually running his hands up and down your thighs?

Some obscure program has been idling on their desktop for the past hour, yet [REDACTED] hasn't moved from his spot against your neck — not has his hands left your chest and aching sex.

Probably makes the excuse of "staying inside you so that his cum doesn't leak out"......... T_T Then hits you with da "You did so well for me, so I'll let you pick. D'ya wanna be full of my cock? Or my cum?"

[oh-no-its-bird]

On top of everything else that's happened in the last month or so

(girlfriend breaking up with me / me running off in the night w the friend I was supposed to be maid of honor with bc her (now ex) fiance came home drunk and scared us, while ofc we also both were in swimsuits and had like NO money or even shoes due to incredibly poor timing / Getting stuck in Dallas for TWO MONTHS longer than I meant to be due to bullshit work transfer systems (and admitedly my own inability to remember that deadlines exist) / that same friend going BACK to her shit boyfriend alone to a city 4 hours away from anyone she may call for help if things go wrong / me now no longer having a place in dallas to stay for these next 2 months bc I was SUPPOSED to stay with that friend but her bastard boyfriend doesn't want me in his house anymore bc he knows I'd tell his girlfriend to dump his ass)

I have now lost my fucking house keys.

Anyways I may or may not be way less active for a bit so this is the formal apology and explanation for that. Sorry guys, we are NOT going back to ur normally scheduled rapid fire ninja content as promised for like. A minute. Possibly. We'll see. Sometimes my own motivation wave surprises me.

Tbh it's my own fault for daring to become a fanfic author tbh. Should have known the "sorry I didn't update, my house burned down teehee <3" curse would come for my ass

[ysaefinn]

i don’t know if this really counts as an evil!mommy sugu but like . i imagine suguru to be a little lenient with how often you refer to him with his name and not his title. he understands you get shy sometimes, and he doesn’t mind when some days it takes you a little longer to call him mommy. he can handle a shy baby!

but i feel like the one time he really enforces it, is when you’re either arguing or trying to make a point. he won’t respond until you refer to him as mommy. like, you try calling him sugu or suguru and he’s just smiling softly, patting your cheek and saying; “i don’t know who you could possibly be talking to, because that’s not my name.”

and not only does he do it to slightly embarrass you, but to also subtly put you back in your place. to see how sheepish you get when you feel your cheeks heating up. because you’re just being so silly! how could you even fathom arguing with the man you call mommy? who takes care of every need you may or may not have? silly baby.

-🍎

Mdniiiiiiiiii!!!!! Infantilization, mommy kink, mentions of spankings and age regression , manipulation..?? Toxic relationship dynamics (evil mommy!sugu)

Ik the warnings are a little scary but the misandrist in me is hyper analyzing everything a man does for better or for worse

And applenon!!!! This very much is evil mommy sugu behavior lol typical Mommy Sugu understands that you're an adult and he DOES RESPECT YOU i swear he does it's a healthy relationship!!!!!!! So he's not gonna insist on you calling him mommy (cuz being mommy is a mindset, and you have to earn the title like a badge of honor <- his words) In cases of arguments he lets you get your way but will listen to you and make you feel heard, THEN the coddling happens ect ect we're not here to talk ab that rn.

So back to evil mommy!sugu!!!!!! I agree i agree i agree i love this so much buuuttt i think he would do this for your safety really, he's not worried about his position crumbling or anything, just wants to remind you that this is mommy you're talking about, he's here to protect you, keep you safe and happy, and you can't any of those things when you look at the person who provides for you and think negative thoughts, he is your caretaker!!!!!!!!!! He does what's best for you, mother knows best and mother knows that putting you back in your place is the best way to go back about this. So he's gently palming your cheek and sliding a thumb inside to lure his sweet obedient baby out again, and once the initial embarrassment of calling him mommy fades you're back into your safe cozy comfy world, you turn pliant basically lmao.

If you have been recently spanked (which i don't see happening with a shy reader but just let me have my fun plz) he won't hesitate to pat your ass a little, trace little patterns or words (its usually "baby" ehe) to trigger the sting and effectively remind you that you're giving attitude to somebody who had you on his lap not too long ago lol

He does reward you when you get back to your senses (regress enough) tho, holds you in his arms while you suck on his nipples, pats your ass (reminder of the spanking just Incase), smoothes down your hair, and asks who mommy's good baby is (answer or else) all while cooing and gently scolding you about acting out <33

Again this is evil mommy sugu lol (or yandere) he actually is the Suguru in the kidnapping and replacing your evil abusive mom fic!!! (Well to a degree at least bcuz he's over all very gentle and focused on helping you adjust and learn to be loved and cared for again) So not evil just yandere and very strange as he does refer to himself as mommy casually (you probably have seen the little snippet I shared)

Typical mommy sugu is just....built like that ig??? Again it's a mindset, he's an intense caretaker who wants to do everything to you but lets you be yourself and have a personality outside of just being his baby

[super-cool-taxi-service]

Hear me out. Family game night. Frisk, Sans, Papyrus, and Toriel. Undyne and Alphys can come too if they want to. I would include the Annoying Dog, but he might sabotage the whole thing.