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Unlock Your Future with a Data Science Course in Jaipur
In todayâs digital age, data science has emerged as one of the most sought-after skills. With businesses relying heavily on data-driven decision-making, the demand for skilled data scientists is skyrocketing. If you're looking for a data science course in Jaipur, ExcelR offers one of the best training programs to kickstart your career in this high-paying domain.
Why Choose a Data Science Course in Jaipur?
Jaipur, known for its rich cultural heritage, is now growing into an educational hub. Several reputed institutes offer data science courses, but ExcelR stands out due to its industry-focused curriculum, expert trainers, and hands-on learning approach. Whether you are a beginner or an experienced professional, our program is tailored to equip you with the necessary skills to excel in the field of data science.
Key Highlights of the Data Science Course
Comprehensive Curriculum: Covers Python, Machine Learning, Deep Learning, AI, and Data Visualization.
Hands-on Learning: Work on real-world projects to gain practical experience.
Industry Experts as Trainers: Learn from professionals with extensive industry experience.
Placement Assistance: Get access to job opportunities in top companies.
Flexible Learning Options: Choose from online and classroom training sessions to suit your schedule.
Certification: Receive an industry-recognized certification upon course completion.
Capstone Projects: Engage in hands-on capstone projects that mimic real-world scenarios.
Networking Opportunities: Connect with industry leaders, mentors, and fellow learners to build a strong professional network.
Updated Syllabus: The curriculum is regularly updated to match the latest industry trends and technological advancements.
By enrolling in our data science course in Jaipur, youâll gain proficiency in data analysis, predictive modeling, and business intelligence tools. Additionally, you will learn how to leverage data for making strategic business decisions, which is a crucial skill in todayâs data-driven market. .
Who Can Enroll in This Course?
This data science course in Jaipur is designed for individuals from diverse backgrounds, including:
Fresh graduates looking for a career in data science.
IT professionals wanting to switch to a data-driven career.
Business analysts seeking to improve their analytical skills.
Marketing professionals who want to use data insights for better decision-making.
Entrepreneurs who want to harness the power of data for business growth.
Anyone passionate about learning data science and machine learning.
Career Opportunities After Completing the Course
After completing the data science course in Jaipur, you will have a wide range of career opportunities, such as:
Data Scientist â Analyzing large datasets to extract meaningful insights.
Machine Learning Engineer â Building predictive models and AI algorithms.
Business Intelligence Analyst â Using data to improve business decision-making.
Data Engineer â Designing and managing data pipelines.
AI Specialist â Working on cutting-edge AI and automation technologies.
With a high demand for data professionals across industries like healthcare, finance, retail, and IT, this course will open the doors to exciting career paths.
Start Your Career in Data Science Today!
The future belongs to data, and companies are actively looking for skilled professionals who can turn raw data into valuable insights. Our data science course in Jaipur ensures you get the best learning experience with expert guidance and career support.
With an industry-aligned syllabus, live projects, and dedicated mentorship, this course will equip you with the tools and confidence to take on challenging data science roles. Whether you aim to become a Data Analyst, Machine Learning Engineer, or AI Specialist, this course will set you on the right path.
Don't wait! Enroll today and take the first step toward a rewarding career in data science.
If you're also interested in digital marketing, check out our Data since Course to expand your skill set and career opportunities.
#datascience#data#datasciencejaipur#data science#data science course in jaipur#data science course#datamites data science course in jaipur#data science courses institutes in jaipur#data science jobs#data science in jaipur#data science salaries in jaipur#what is data science#best data science institutes in jaipur#data science full course#data science courses#data science master course#top 5 data science courses#best data science courses#best data science course in jaipur
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Data science: what is it, main concepts and how to act?
What do you know about data science? Educating yourself on the topic is a great way to better understand the complexity of the world we live in today. There is not the slightest possibility of comparing the amount of information we have access to today with what humanity had available decades ago. Itâs what we call the Information Age. The problem is that weâre talking about so much informationâŚ
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What Is Data Science? A Beginner's Guide to Data Science
Introduction
In today's data-driven world, the field of data science has gained immense importance. It's the driving force behind many technological advancements, from personalized recommendations on Netflix to predicting disease outbreaks. But what exactly is data science, and what do data scientists do? If you're new to this field, this beginner's guide is here to help you understand the fundamentals of data science.

Chapter 1: What Is Data Science?
Definition: Data science is the interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data.
In this chapter, we'll delve into the basic definition of data science, exploring its key components, such as data, methods, and the ultimate goal of extracting valuable insights.
Chapter 2: The Data Scientist's Toolbox
Tools: Data scientists use a variety of tools, including programming languages like Python and R, databases, and visualization tools. In this chapter, we'll introduce you to these essential tools and explain their importance in the data science workflow.
Chapter 3: The Data Science Process
Process: Data science follows a systematic process that includes data collection, data cleaning, data analysis, and model building. We'll break down each step and discuss its significance in the context of real-world data problems.
Chapter 4: Types of Data in Data Science
Data Types: Data can be structured or unstructured, and it comes in various forms, such as text, images, and numerical data. Understanding the different data types is crucial for data scientists. We'll explore these types in detail.
Chapter 5: Machine Learning and Predictive Analytics
Machine Learning: Machine learning is a core component of data science. In this chapter, we'll introduce you to the basics of machine learning, its algorithms, and its role in making predictions and recommendations.
Chapter 6: Data Visualization
Visualization: Data scientists use data visualization to convey their findings effectively. We'll discuss the importance of data visualization and introduce you to popular visualization libraries and techniques.
Chapter 7: Ethics and Responsible Data Science
Ethical Considerations: Data science has ethical implications, such as privacy concerns and biases in algorithms. We'll explore these ethical issues and discuss the importance of responsible data science.
Chapter 8: Data Science in Action
Applications: Data science is used in various industries, from healthcare to finance. In this chapter, we'll showcase real-world examples of data science applications and how they impact our lives.
Chapter 9: Becoming a Data Scientist
Career Path: If you're interested in pursuing a career in data science, this chapter will provide guidance on the skills, education, and resources you need to get started.
Chapter 10: Conclusion
Future of Data Science: We'll wrap up by discussing the evolving landscape of data science and its growing importance in shaping the future of technology and decision-making.
Conclusion
Data science is a fascinating field that combines mathematics, programming, and domain knowledge to extract valuable insights from data. As a beginner, you now have a solid understanding of what data science is, the tools and processes involved, and its ethical considerations. Whether you're considering a career in data science or just curious about how data shapes our world, this beginner's guide should serve as a valuable resource to get you started on your data science journey.
Source - What Is Data Science? A Beginners Guide To Data Scientists
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there needs to be a study about people who participate in research studies repeatedly like this is my 6th medical/scientific trial and honestly at this point let's call it an addiction
#how many studies out there use the same guy#what is the actual population of scientific study volunteers versus total data points collected#if i've already done 4 studies to completion then im like massively overrepresented in medical science already
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#difference between data science and machine learning#what is data science#data science#skills required for a data scientist
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What is Data Science Course? Eligibility Criteria, Fees, and Carrier Options
âIn today's rapidly evolving technological landscape, data science has emerged as a pivotal field with immense career potential. Companies across industries are harnessing the power of data to drive insights and make informed decisions. If you're intrigued by the possibilities offered by data science, you may be wondering what a data science course entails, what the eligibility criteria are, how much it costs, and what career options await you upon completion. In this blog post, we'll delve into all these aspects, shedding light on the exciting world of data science.
#what is data science#data science career#data science course syllabus#data science course in hyderabad#data science course
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Last week I mentioned the one oddball dinosauriform that had crocodilian-like osteoderm armor, so let's take a look at that one too.
Lewisuchus admixtus lived in what is now northwest Argentina during the late Triassic, around 236-234 million years ago. About 1m long (3'3"), it was an early member of the silesaurids â a group of dinosauriforms that weren't quite dinosaurs themselves, but were very closely related to the earliest true dinosaurs.
(They've also been proposed as instead being early ornithisichians, but we're not getting into that today.)
Much like its later silesaurid relatives Lewisuchus had a long neck and slender limbs, and was probably mainly quadrupedal, possibly with the ability to briefly run bipedally to escape from threats. Its serrated teeth suggest it was carnivorous, likely feeding on both smaller vertebrates and the abundant insects found in the same fossil beds.
Uniquely for an early dinosauriform it also had a single row of bony osteoderms running along its spine. Although it lived at close to the same time as the similarly-armored Mambachiton their last common ancestor was at least 10 million years earlier, and no other early dinosaur precursors with osteoderms are currently known â so this was probably a case of Lewisuchus independently re-evolving the same sort of feature.
â
NixIllustration.com | Tumblr | Patreon
#science illustration#paleontology#paleoart#palaeoblr#lewisuchus#silesauridae#dinosauriformes#avemetatarsalia#archosaur#reptile#art#the early ornithischian idea is intriguing BUT it's also being pushed by the ornithoscelida gang#so that's a thing#(...i should probably also talk about the state of ornithoscelida at some point; it's been what almost seven years?)#(short version: we still dunno and early dinosaur relationships resolve in multiple equally-likely ways; More Data Is Needed)
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All this talk about Tumblr disappearing and how we should export our blogs.
Writing R code to download all the notes from ONE Tumblr post has been an irritating adventure.
The main problems:
The API only gives you ~50 notes per call - no pagination, no offset, no âget everythingâ option. Tumblr: Fuck you, API user.
Youâre limited to 300 API calls per minute.
Even if you respect that limit, Tumblr will still get cranky and start throwing 429 âToo Many Requestsâ errors.
When you reach the end of a postâs notes, the API just⌠repeats the last note forever instead of stopping.
Thereâs no reliable way to know when youâve hit the end unless you build that check yourself.
Tags and added text from reblogs are a completely separate part of the API - not included with the likes, reblogs, and replies you get from the /notes endpoint. Why? Tumblr: Fuck you, API user.
Did I mention that the API is a rickety piece of shit? It forced me to get a bit creative. I built a loop that steps backward in time using timestamps to get around the lack of pagination. Since the API only gives you the most recent ~50 notes, I had to manually request older and older notes, one batch at a time - with built-in retries, cooldowns, and rate-aware pacing to avoid getting blocked.
My script works now. It politely crawls back through thousands of notes, exits cleanly when it hits the end, and saves everything to a CSV file.
Was it worth it? Eh.
#a rare data science post#tumblr's rickety API#what a motherfucker#those posts telling people to use the API to download their entire blog#good luck with that#wheezes with laugher
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pez dispenser update, yay!
I am Very Interested in the direction you're taking izuku here. He seems to have come out the other side of this breakdown going, "no look! I trust you guys! Here, I trust you guys so much! You can know about the severe injuries I had as a child that never got a police report!"
It's funny to read izuku's pov vs aizawa. Izuku is just like, wow this all needs to end so I can get back to being the Normal And Awesome Deku I have turned myself into, and aizawa is like thirty seconds from having his own panic attack at having a few months to turn this kid into a functional human being.
You can truly tell that with how izuku keeps insisting on that he's got this by himself, with no understanding how crazy it is to expect his friends and teachers to back out and let him take over, that he, still, still, STILL has simply 0 faith or expectation that his teacher is driven to help the little kid in izuku that he's buried so deep down there. That an authority figure who isn't all might wants to save him. I want to eat his unthinking, warped by trauma thought patterns, they are delicious.
Kinda touching that midoriya foresaw and tried to avert the all might conversation issue. Rip, dude really tried, but baby izuku is like one of those puddles in flooded old buildings you can find videos of people dropping a rock in -- it doesn't look that deep, but if you tried to put your foot in, you would be getting a whole lot more than your shoe wet.
Yeahhhhhh Izukuâs really not handling it the best.
Izuku genuinely didnât keep everything a secret all these years because he didnât trust his friends. It wasnât that he thought theyâd react poorly or hurt him with the information or spread it around or anything like that. This was purely due to his own internal issues around it.
But theyâre three years deep into being in the fucking trenches together. And Izuku very much is considered a bedrock of the class. You can see it in their internal monologuesâeveryone trusts him implicitly. Itâs Izuku. If one of them was going through something sensitive or painful, heâd be at the top of the list of people to turn to. For like, the entire class.
And while Izuku isnât per se aware of the fact that the entire class views him as the best of them, he is painfully aware of the fact that theyâve opened up to him over the years. And that this is making it look like he didnât tell them a single detail about his life before he came to the school. Which is fair, because he sort of didnât.
So heâs overcompensating. He doesnât need privacy because he trusts them so so much and this proves it, right?? They can totally know the sordid details of the past heâs in active crisis over.
Heâs scared that heâs going to lose the people who have trusted him over the years because he seemingly didnât trust them back. But they all trust him so much that theyâre more beating themselves up than blaming him.
Todoroki and Mirio were in that scene like âuuuuhhhh you look like youâre a second from a panic attack we can totally give you space if it makes you more comfortableâ and Izukuâs in a spiral like Why Would I Need Space I Trust You Both Implicitly Please Ignore The Obvious Distress.
Fundamentally, Izuku has never processed what happened to him as a kid. He didnât tell them because he wasnât ready to confront how bad it was back then. It wasnât about trust. Telling them meant saying aloud what happened. He just wasnât ready for that.
And from the path canon took, I donât really see Izuku trusting adults. His childhood did absolutely nothing to make him think teachers would protect him. And for all Aizawa did right, I think this is one bag in canon he legitimately dropped.
I want to be clearâAizawa was working at a severe disadvantage. He didnât even have a lot to tell him the problem existed, let alone how to address it. But itâs specifically the Hero Killer Stain Arc that makes me think that Izuku only would trust Aizawa to a certain point.
After the Hero Killer Stain Arc, Aizawa canonically calls out Iida, Todoroki, and Izuku in front of the entire class. He doesnât mention what it's about, but he makes it very clear that he knows what happened and that he disapproves. And his criticism is specific: In instances where you are out matched, it is better to run and get help. Iida, Midoriya, and Todoroki need to understand that
The thing is that Izuku and Todoroki both considered that as their first option and then correctly deduced that they'd be burying Iida if they did that.
I will actually die on the hill that is that Izuku and Todoroki did everything right when it came to the Hero Killer Stain. Iida caused the problem, but the fact that he made mistakes was the point of that arc for him. But Izuku and Todoroki?
They both reacted perfectly. And if they had done a single thing differently, they'd have two dead bodies.
When Izuku realizes that Iida's in danger, the city is on fire, Nomu are attacking the train, and his supervisor has fucked off to fight monsters attacking the city. He does not have an adult hero who is free to bring with him, and we know for a fact that he did not have time to hesitate or try to find other options, because he arrives the second before Iida dies as-is. When he's on scene, his absolute first instinct is to run. Izuku canonically clocked the fact that he was out matched, evaluated whether he could safely retreat, and realized heâd never be able to get out of there with Iida and Native. Heâd have to leave one or both of them to die.
So he asked for help the safest way he could: sending out the mass text and stalling for time. And canonically, he wasnât hoping a classmate would show up to the fight. He was hoping theyâd report it to their supervisors and get him help, which is exactly what multiple of his classmates did.
Todoroki, for his part, correctly clocked that something was wrong with Izuku when he got the message. And he didnât just fuck off without telling anyone where he was going. He evaluated the situation, realized the city was on fucking fire and there wasnât a single hero free to go with them, and told the heroes with him that they needed to go to this exact location the first second they could. And he didnât have a moment to hesitate or figure something else out, because he also showed up at the very last second before Iida took a sword to his spine.
Frankly, Todoroki and Izuku couldnât have possibly handled the situation better, but they got absolutely shit on in the aftermath. I donât recall a single adult who told them they did the right thing, except maybe Native. They had the fucking chief of police telling them they were no better than the guy who tried to kill their teenage friend with a sword and their teacher publicly calling them out in front of the class without the benefit of context.
If I was Izuku, I would have walked out of that entire thing having my preexisting distrust of adults affirmed. Like. There isnât a world where Izuku realistically looks back on his actions and thinks âdamn I really should have left Iida die.â Heâs not going to change a fucking thing in what he did. Every single time, heâs going to go save his friend. The only realistic take away Izuku could have from Aizawaâs call out was âwow, that guy is not going to have my back if I have to make a tough call. So if I have to make one, then Iâm just not going to him for help.â
Which is kind of where we're at in pez right now, and Aizawa's starting to realize it. Don't get me wrong, Izuku trusts Aizawa more than any teacher he ever had growing up. He doesn't think Aizawa is going to be actively malicious to him. But he also doesn't necessarily think Aizawa's going to have his back.
The crux of it is in chapter 4. Tiny Izuku says that Mr. Aizawa is already on Izuku's side, and Izuku's immediate reply is, "I promise you that Mr. Aizawa has never once been on my side." He back pedals fast, clarifies that he thinks Mr. Aizawa is fair and not on anyone's side, but his knee-jerk reaction is undeniable.
And to me? It's because Aizawa genuinely has not been on Izuku's side since he came to UA. And I don't mean Aizawa has been malicious to Izuku. Fundamentally, the issue is that he misdiagnosed the problem.
Aizawa has spent his entire time with Izuku mistakenly believing that the source of Izuku's issues was the same as Bakugou's. He is only now realizing that his issues were more like Shinsou's.
Fundamentally, Aizawa correctly recognized that Izuku's problems came from the fact that he was raised in an unjust system. But he misunderstood what Izuku's position in it was.
Here's what Aizawa knows, from the jump: Izuku and Bakugou came from the same school. Both have very powerful Quirks. Both have obvious issues with the other. Izuku specifically moves and looks like he had a professional trainer, meaning someone invested in his training as a hero. Bakugou talks like someone who's been told his entire life that the sun shines out his ass and never got punished for being a little shit. Izuku's more muted, but he came from the same school. Two kids with powerful quirks? Likely were getting away with the exact same shit.
When you have an unjust system, you have the people running it, the people benefitting from it, and the people being victimized by it. If the teachers at Aldera were letting kids with powerful quirks get away with murder, both Izuku and Bakugou were likely benefitting from that. And it is absolutely vital that Aizawa undoes that damage before they debut.
He doesn't even need to think Izuku, specifically, was abusing his position in this power imbalance. The damage is done from how the teachers at aldera were likely treating him. Teachers that produce kids like Bakugou tell talented, powerful kids that they're special, that they're above the rules, that they've got something so fundamentally important about them that they can get away with more. Even if you don't chose to abuse that narrative in the moment, that's a hell of a formative experience.
They're about to have a ridiculous amount of power. They are about to be in charge of enforcing the rules. And people who are in charge of enforcing the rules and think they're above them turn into Endeavor.
Aizawa's approached Izuku from a sort of tough love perspective from the jump. He didn't cut him an ounce of slack, and it's because he genuinely was trying to do right by Izuku. No, he's not going to get to smash up his body and make himself a hazard. Figure it out, or go home.
He's had plenty of time to learn how to manage his quirk, after all.
With Stain? I don't think Aizawa, if he knew the full circumstances, would genuinely say the right call is to have Iida's fucking funeral. I think he'd agree with the decisions Izuku and todoroki made. But he didn't have all the information, and, fatally, he didn't ask. He assumed.
He's got three powerful, bullheaded students who end up in a back alley in the middle of the night, having all separately ditched the heroes they were supposed to be joined at the fucking hip with. He absolutely thinks that they either planned it together or that, when they realized what Iida did, Todoroki and Iida went after him in secret to try to keep Iida from getting in trouble--and almost got them all killed in the process. There is absolutely no way Aizawa knows that they actually tried to run and get help at every turn.
Aizawa made assumptions. And a big reason why he felt comfortable making those assumptions was because he thought he knew what Izuku's problem was. He thought Izuku, like Bakugou, had been benefitting from teachers turning a blind eye to his misbehavior for years. But the problem was the exact opposite. Teachers had been turning a blind eye to his victimization for years.
He shouldn't have been treating him like Bakugou. He should have been treating him like Shinsou.
Aizawa's trying to correct the damage of past teachers. If they've spent years telling Izuku he's god's gift to mankind and it doesn't matter what he does because he's a hero and that makes up for it, Aizawa needs to hold him to the fucking rules. He needs him to understand that he's not special, he's not the main character, he's not intrinsically better or more important or above the rules in some magically important way. He doesn't want to hear excuses. He doesn't want to know why this time it was different. Izuku needs to understand that he has to live by the rules too, because he's going to be in charge of enforcing them soon.
But if they've spent years telling him he's worthless, that people can hurt him and it's okay, that he can never, ever expect help from them because he's not worth it? Then fuck, Aizawa needed to do the opposite. He needed the same end result, don't get me wrong--an understanding that the system equally applies to everyone--but he needs to make Izuku believe that the system will protect him again. That Aizawa will protect him. And Aizawa's combing over every fucking interaction they've ever had, and realizing that he hasn't done that, because he spent all his time trying to correct a problem that didn't exist.
I think Aizawa's been beating his head against the problem that is Midoriya Izuku for the past three years. Because Izuku's a hard-worker. He is brilliant. He is a natural leader. He is the fucking cornerstone of the class. He is shining so bright that it's going to kill him, because Aizawa knows how to recognize a star that's burning out.
For three years, Aizawa has tried and failed to get Izuku to realize he can and should ask for help. And he has failed because he thought the problem was that Izuku didn't think he needed help, when the problem was actually that he thought no one would give it to him.
In this last chapter, Izuku finally said aloud the reason behind the core issue Aizawaâs had with him his entire time at UA: Growing up, he thought that there was literally one man on the planet who would care enough to save him. He was the most hero-obsessed boy Aizawaâs ever met, and he thought All Might was the only hero alive he could count on to care if he lived or died.
There it is. The exact answer about every scrap of self destructive behavior that Aizawaâs been trying and failing to remedy for years. Why the fuck would he ask for help when he needs it? Heâs spent his entire life living in a world where people wouldnât piss on him if he were on fire. Aizawa needed every day of those three years to reverse that kind of damage, and heâs out of fucking time.
Aizawa is legitimately terrified that he fucked up and that it's going to kill Izuku.
Izukuâs Quirklessness is the missing piece of the puzzle that makes everything fall into placeâwhich is why heâs so pissed at All Might for not telling him. Aizawaâs actually kicking himself for not noticing the obvious discrepancies in Izukuâs past. The fact that he grew up with a powerful Quirk was the factor that made him return to the same incorrect conclusion again and again. There were enough hints that he feels guilty for not figuring it out anyway, but if he had known about Izukuâs Quirklessness from the start? He would have figured it out in seconds.
Now that he knows, Aizawaâs changed how he handles Izuku. He doesnât let there be a single doubt about what heâs doing or why. He makes Izuku explain himself, so that way thereâs no more miscommunications around what he means. He makes sure to compliment him whenever he does something rightâheâs trying to change courses, but heâs panicking that itâs too little, too late.
And now heâs got this goddamn criminal investigation that Izuku wants to bury, and itâs killing him. Because thatâs his student, and he was hurt horribly. And his student just cannot comprehend why Aizawa cannot let it go.
And then thereâs All Might.
All Mightâs conversation with baby Izuku, for me, forecloses the possibility that explaining OfA is a solution here.
All Might really went in and knocked it out of the park with the best possible attempt at convincing Tiny Izuku that heâs himself. He immediately failed, albeit, but he honestly couldnât have done better.
There he is, Izukuâs lifelong hero. And heâs there to say the things Izukuâs spent his whole life wanting to hear. All Might met him, and Izuku inspired him. He reminded him of himself when he was young. He thought he could be a hero. He was so impressed he offered to personally mentor Izuku.
And he loved him. Believe you are him, because I loved you too much to ever let anyone take you from me. There is a fundamental flaw in your theory that simply no one cared enough to notice or stop him, because I love you with all of me. I would have noticed. I would have saved you.
If there is absolutely anything that could have convinced Tiny Izuku, it would be that. This isnât about quality of the explanation. Thereâs an internal issue that needs to be fixed before Tiny Izuku will believe any of this.
And I think Izuku recognizes this, on a level. As much as he and Tiny Izuku clash, Izuku gets him. He can typically predict Tiny Izukuâs exact responses to things.
But heâs never approached Tiny Izuku like someone he can explain this to. Heâs spent this entire time trying to cheat code his way out of this situation. He wants Mr. Aizawa to erase him or to go find the Quirk user and find away to negate the Quirk. Heâs never actually even considered explaining this all to himself as a solution.
Because he knows that thereâs some kind of fundamental impossibility about it. Even if he canât say exactly what it is, he knows that thereâs an internal issue that means heâs not going to be able to just tell Tiny Izuku the truth.
Voice of God, he is dead fucking right about Tiny Izuku not buying OfA and being liable to tell everyone out of spite. Tiny Izuku would have that shit on the news.
Fundamentally, Izuku is aware that there is a deeper problem driving Tiny Izuku. He knows that itâs not about the quality of the explanation. There is something deeply, profoundly wrong because of what happened to him that makes him absolutely unable to accept that Izuku is him.
But Izuku has never known how to solve the mental wounds his childhood left him with. He still has them himself. Heâs been burying them for years, and he canât anymore.
When action opens in pez, Izuku himself is not okay. Heâs just⌠bleeding internally. He knows how to hurt in ways people canât see. But you can see how much his childhood is still bothering him in his defense of Mirio. He has never been able to let go of what happened to him. The wounds never healed.
And he doesnât know how to go to these people he loves and tell them that what theyâre trying fundamentally will fail, because he knows heâs been hiding this fucking shipwreck of his own mental health for the past three years but they donât have a fucking clue at the scale of the problem.
At the end of the day, All Might went in there because he wanted to save Izuku. And Izuku told him not to because he cannot imagine himself being saved.
#pez dispenser debris#a lot of people in the comments were like âthe only thing to do is to explain OFA they canât get around itâ tiny Izuku WILL HAVE that shit#on the fucking news.#itâs not about the quality of the explanation#to me the late bloomer thing is the best explanation they could have#like it is /absolutely fucking bonkers/ to claim that his personal hero all might passed him a seemingly immutable genetic trait#âour hero all might gave me his eye color or like. his kidney function. no not his kidney just how it worked.â like thatâs insane#for me AfO and OfA are fundamentally different beasts than a copy quirk like monomas#monoma is a very selective shape shifter. he alters his own physical structure briefly to match someone else#afo and OfA are permanently alterations to /other peoples bodies/ which is a huge step farther than what m#what people originally thought quirks capable of#tiny Izukuâs only vaguely aware of afo and doesnât have enough data to contemplate if OfA would be possible but would sound so fake to him#right now. itâs not about the quality of the explanation itâs something else thatâs making him reject this#at least with late bloomers thereâs precedence and it sort of fits with the idea that Izuku seemingly has multiple quirks#itâs vaguely been referenced in a few places but thereâs a lot of people in quirk sciences who have noticed Izukuâs breaking rules with his#quirk and are asking to like. study him. Izukuâs started to sweat because of it#but the prevailing theory is that heâs the next step in evolution. some scientists would swear up and down that Izukuâs the start of the#next boom. him being a late bloomer would be easily assimilated into that theory. people are going to get quirks later and stronger now.#itâs possible that new mutations will be introduced to the population#Izukuâs fucking /sweating/ because monoma went around talking about how he has a stockpile quirk and he knows that his quirk breaks the#fundamental rules of stockpiling quirks. heâs terrified itâs going to get back to someone who realizes that and starts making noise about#him having a new mutation. he doesnât have a new mutation. he has a mutation that went extinct at the dawn of quirks and is only preserved#through OfA.
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Ohiwe
After Oh is split into two, their power is halved/divided. But! Other traits are not necessarily divided evenly. So she holds all the romantic love (unrequited) for Ymber. She also has the rhythm/ability to dance while the other half cannot keep a beat for the life of him.
#my characters#also just because im fascinated by the fire deity as a duo and how they think#ymber (water deity) is renowned and worshipped for knowledge and he is incredibly skilled and smart and logical#oh (and then ohime and ohiwe after the punishment) is famed for fortitude#but also holy moly the lil fire freaks are obsessed with the scientific method of trial and error#like while ymber would prefer to observe and gather data first before coming to any conclusions or even consider what to test#ohime and ohiwe just go YOLO! and speed run science#like after ymber gives deacon a very hefty blessing and the word reaches the fire duo ohime just jumps to travel#and waltzes into ymbers city and is like hi hello good to see you i need to borrow your boyfriend#and then gives a playful nudge and oh my the ward flared how fascinating#and begins to circle the poor guy and just gently getting too close vs a decent distance and seeing how the ward reacts#and hes like OKAY SO IN CONCLUSION to the wonderful question of can ohiwe and i buff the boyfriend#the answer is no because you completely dominated the poor guys body like look at him hes unable to drown now#and hes so sad that ohiwe and him cannot in fact make deacon fire proof#but then he continues with yeah cause obviously we would recruit fulj so she could bless him with lightning#then you could have a water proof boyfriend who also cannot be melted inside or out#and deacon is just like wait i cant drown anymore? what?#ohiwe and ohime just visiting the other deities in rotation since they have the ability to leave one in charge of the fire city#and let the other wander to check on their buddies and sometimes just playing host in the fire city#for fulj if she wants to visit because she deserves an honorary home there after her own punishment#also idk if it matters to anyone else but it matters to me but the city of fire has so many snakes#because the fire deity are closely tied to serpents in association#so they have two in their temple (though they can leave!) and then snakes all around the city#like in the street or slithering into someone's house ya know as snakes do
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Hey y'all, asking a favor on behalf of some colleagues: if you play any mobile games and/or care about data privacy in games, please take this survey!
They're putting together a set of metadata to organize about mobile games and how those games collect user data in an effort to help users make more informed decisions about their data privacy, and could really use some responses as to how useful you'd find this particular type of information.
#I don't really know what to tag this at all but please take it if you see this and have the time!#it took me about five minutes though I am already familiar with this kind of taxonomy so it may be longer if you're not#it's for science! and for better control over your data!#which are both great things to support right now
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#shout out to me for being an insufferable loud mouth in my group therapy class for over controlled losers#which is funny bc 1) i used to b extremely extremely shy and afraid of speaking to ppl and 2) bc im probably a normal amount of talkative#now lol. but in this class. its a class setting but im not getting a grade and the material isnt beyond my compression and psychology is a#soft science so i can argue back on things and not b objectivly wrong. so im like fuck it im gonna b annoying bc there r no consequences#except ppl thinking im annoying and like why tf would i care. i only see these ppl in this specific setting#and they have no authority over me and also they're annoying too bc they have similar issues to me but different. and there r archetypes.#like some ppl get real caught up on the rules and terminology of the material and im like ugh ur missing the point. the details dont fucking#matter. just think abt how u can use the idea. or some ppl r like really judgy and think theyre right abt things and im like. ugh. u sound#so insufferable. shut the fuck up. or some ppl r just extremely quiet and blank faced and just giving u nothing u have to carry the whole#conversation to make up for their lack of input. and i dont mean that in a bad way. i think everyone has the right to b annoying. i still#like them. so im like. well fuck it. i can b annoying too. so my annoying things r that im very padantic about the examples that our#instructors give. like: that doesn't fit with what u just said. or this is why i disagree with the idea. or actually i already do this thing#were learning today. which like. if i was an instructor. at least id b glad me as a student was engaging seriously with the materials#and is hopefully clarifying aspects of things. im told im good at conceptualizing things into metaphor.#whatever. i dont care. i mean. i feel intolerable but like also im not gonna stop bc who gives a fuck#also everytime they talk abt evolution stuff or data from studies im very suspicious. like show me how the fuck they quantified the number#of expressions the human face can make. show me the fucking data bc u cant fucking tell me its not an infinite number if u consider every#varied muscle movement in every combination. and its apparently very obvious when im disagreeing bc i make a face#which one of the instructors tried to prement my comments today but i was critical from a different perspective than she thought lol#anyway. shout of to being insufferable. as fucking lyrics from jc superstar wrattle endlessly through the empty caverns of my mind#i fucking love that musical. its rocketed up to like number 3 position. i lov musicals so much#bc im cringe and i don't give a fuck#unrelated
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I'm in need of advice, reddit hasn't been helpful and I'm desperate so I've come to you Tumblr please help me
I'm currently a data scientist for a very small start up company, but I have my background in political science and so I'm concerned that I might be dead in the water if/when the company goes under and I need to find another job. I've consulted with some recruiters and they agree that if I want to go into data science I should get my master's (EDIT: they said I probably should get my degree in Statistics because the program is more widely known so I have a better chance of not getting turned away by HR who will have less knowledge about what a data science master's even is). I think because of my personality, data science is a really good job for me, so I'm planning on going for it.
Here's the issue: I don't want to go to school and end up learning exclusively theory. I've been teaching myself a ton by reading textbooks and I've noticed that while there's a lot of depth in the math/calculus/linear algebra behind how the functions work and what the parameters are, there seems to be very little information on how to actually apply that information in the real world.
Obviously the math is important and very exciting :D but if all I do is learn the math and I don't learn how to apply the knowledge I have to non-ideal data sets and situations then I'm not really learning the information I need to know.
Are there any graduate programs that are well known for really preparing people for data science roles in the workforce instead of just focusing on the academic side of statistics?
#statistics#data science#math#careers#jobs#grad school#what is the community tag for this idk#;---;#i have to sign up for classes for prerequisites right now so im nervous bc idk which classes to take if idk which schools i should apply to#reddit has not helped me </3
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this is vent art 4 trying to talk abt nonmedia interests w ppl
#ITS NOT!! but i think its funny i started making this as a joke and went OH NO I DO DO THAT!!#which isnt to say like. me being insane abt That Woz That I Hate is an act its not i wish it wasjKAJLKJSAK and its not me going ohhhh#isnt it soooo stupid how i care abt this thing when i COULD!! be caring abt SCIENCE!! bc thats not how i feel thats rlly disparaging to ppl#who like. do care (who would take this unserious thing seriously MY FRIENDS SO SHUT THE FUCK UP!!) and also like. again i am just insane#n do like talking about that stuff genuinely!! i love caring abt stupid shit!! its just weird ig im not even upset abt it ASJDKLSJALKJA#BUT PSYCH IS SO INTERESTING ITS JUST SO SENSITIVE TO TALK ABT esp when my main interest is in the ways it IS dogshit and i Havent done as-#much research as I Could or Want To regarding it . what was the point of this anyway#this is a roundabout way of saying the butch/twink polls were combining my spins i was collecting data (JOKE)
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VOTE FIRST BEFORE READING BELOW. REACH INTO YOUR HEART AND VOTE FOR WHAT YOU REALLY WANT!
Warning: I chose violence everyday and I'm your passive aggressive friend who cares for you.
I'm giving you White Head Ribbon because... My girl, my boy, my enby baby, my bothsie, treat this as a wake up call. You need restraint. You need to start creating a list of principles that you think would turn you into your dream self, and stop doing things based on short term pleasure. I know I can't stop you for most as you have ADHD and/or autism, but the more you cater to your short term whims, the more you hate yourself. You also need the silence and peace in the cloud recesses. You may not know it, but your soul has been craving for some alone time. Seclude yourself in Hanshi if you want, just let your soul rest for a while.
I'm giving you a clarity bell because... You've been empathizing with people for so long that I wish for you to get out of the muddy puddle that is other people's problem and get back to your own energy. My sad baby empath... it's okay to say no. You've been in the Empathy ritual for so long, and a lot of people have been telling you to get out of it, the friend that you have been empathizing with is long dead, just a walking corpse who only see you as a free therapist, nothing else. They don't even want to change. You need this bell, boo. Clang clang clang or whatever.
I'm giving you a Vermillion Mark because... I want you to be proud of yourself for once. Acknowledge your hard work and credentials, stop brushing them off as "only", because I need you to bag that promotion and/or RESPECT FROM EVERYBODY, as what you deserve. Oh, you think you're not actually that good? Your achievements are nothing?? Well, I want you to get over your imposter syndrome because Su She was out there creating his own sect by being a pretentious wannabe!!! He has no skills and is only a steve jobs fanatic! You?! You have real skills. Wear this vermillion mark and show them! Jin Ling was bullied all his life by mere nobodies but he knew from day one that he's the GOAT. And always remember that you have someone who will fight alongside you, who will break their legs if they hurt you.
I'm giving you a Fan with Paintings in it because... I want you to follow your dreams. You may be raised in a family or culture where you are assumed to follow a certain path. Be relentless that you are living your life. The point of life is to be enjoyed, not to be someone else's puppet, ain't no way! And don't worry about where your life will lead you. You are smart and scheming, you know your subject. You will lead a fruitful life wherever you go. Stop living your life to get someone else's validation. Actually do things that make you happy. You deserve a life worth living.
I'm giving you a Bamboo Flute because... You need to practice necromancy, lol. Use the dead for your own goals... Stop a war or plant some vegetbales... Haha i think, um, idk the agressiv spirit guide who was ghost writing through me just fled to get some pizza she ain't coming back haha. Research about shadow work (it's an actuall clinical thingy) and rise above the challenges. Come back with the coolest fashion statement. Stop being a people pleaser and start being an feared entity. OVERCOME YOUR MEASLY HUNAN CONDITIONS AND BECOME A DEMONIC CULTIVATIR! Wei Wuxian did not die and came back to life to orove nothing!
#warnjnf i am chose violence everyday#I don't know what came over me#I have no rights to give advice and yet here I am#but I believe#that whatever you chose#you need it now#yey#mxtx mdzs#mo dao zu shi#lan wangji#lan xichen#jiang cheng#nie huaisang#jin ling#wei wuxian#clarity bell#lan head ribbon#nie huaisang's fan#chenqing#poll#polls#I'm testing out polls becase data science is my passion
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November 20, 2023 - Monday
Updated my finances for the whole year so far. Did this mean manually entering 100+ transaction details into a data system, of my own free will, just so I can have data on my spending to peruse thru for my own satisfaction and analysis? Yes... Did I still do it? Yes. tell me you're a science major without telling me you're a science major.
#I think my whole life I will continue to be a science student#i love data#i love patterns of data and making hypothesis and tracking to see what happens#i am. such a science nerd -lies down-#notes
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