#value of machine learning

[hussyknee]

I'm really not a villain enjoyer. I love anti-heroes and anti-villains. But I can't see fictional evil separate from real evil. As in not that enjoying dark fiction means you condone it, but that all fiction holds up some kind of mirror to the world as it is. Killing innocent people doesn't make you an iconic lesbian girlboss it just makes you part of the mundane and stultifying black rot of the universe.

"But characters struggling with honour and goodness and the egoism of being good are so boring." Cool well some of us actually struggle with that stuff on the daily because being a good person is complicated and harder than being an edgelord.

Sure you can use fiction to explore the darkness of human nature and learn empathy, but the world doesn't actually suffer from a deficit of empathy for powerful and privileged people who do heinous stuff. You could literally kill a thousand babies in broad daylight and they'll find a way to blame your childhood trauma for it as long as you're white, cisgender, abled and attractive, and you'll be their poor little meow meow by the end of the week. Don't act like you're advocating for Quasimodo when you're just making Elon Musk hot, smart and gay.

[gynandromorph]

regardless of my or your opinion on AI art, saying that artists also make their art by simply viewing a lot of art and then regurgitating a mixture of statistically probable pixels implies that humans learn like machines do, and this isn't even remotely accurate. ignoring the phenomenological and social components of human learning really only stands to dovetail into viewing humans as material goods on the same level as a server farm. psychology has actually been sliding into viewing the brain as computers, and computers as equivalents to the human brain, and it's caused a lot of harm. we can't talk about some psychological phenomena without using Computer Terms to do it because that's the language that was given to them. viewing humans and computers as functionally equal with enough bits to replicate neurons won't humanize robots, it will dehumanize humans. it is advanced as an ideology for that purpose. in the end i see humans viewing art and integrating it into their own ideas for art as valuable because i think that humans don't exist to create a profit for some guy in silicon valley and i think that enriching human lives is good. humans don't "learn" art in order to produce replicas; the art is a byproduct.

[queen-mabs-revenge]

communist generative ai boosters on this website truly like

[glass-noodle]

i like "confused innocent wittle android" connor but only when he's doing it on purpose. male manipulator.

same 😚

Although! I also enjoy him learning to navigate the world beyond what he can access via internet/social protocols and stumbling a little along the way. He’s aware of how the world works on an intellectual level, but actually having to experience life — going through the motions of surviving, of feeling emotions, of actually connecting with others on a deeper level beyond “pick an option from this algorithmically optimized list”, requires more nuance and forces him to show more vulnerability in order to learn and grow and connect. So I can imagine him being caught off guard, or having his intentions misread, or picking the wrong course of action, and feeling (at best) a little abashed and (at worst) mortified/guilty sometimes as a result. He’s confident and smart and adaptable, but nobody’s perfect, and I think he’s generally pretty hard on himself if his reactions to his failures in-game are any indication.

I still like to imagine him as more of an “ends justify the means” type of person, though. Imo he wouldn’t be above using deceit and manipulation to get what he wants even after deviating, but he’s also developing his own code of ethics separate from CyberLife’s that dictate when and how and to what extent he should use those tactics, and whether the consequences to his interpersonal relationships will be worth it.

Machine Connor on the other hand? He knows exactly what he’s doing and he’s here to wreck your shit 😌✨

[this-doesnt-endd]

All my childhood items and physical memories stolen, my lover live from paris order cancelled, tiktok prolly getting shut down, having to go back to classes and having no free time again, my dad leaving after having him here like all weekend, ferris bueller taken off netflix, what am i allowed to have

[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!

[wickedhawtwexler]

working on my resume like wow i cannot believe i was let go!!! i am an asset!!!

[marvelsmostwanted]

There are people – some in my own Party – who think that if you just give Donald Trump everything he wants, he’ll make an exception and spare you some of the harm. I’ll ignore the moral abdication of that position for just a second to say — almost none of those people have the experience with this President that I do. I once swallowed my pride to offer him what he values most — public praise on the Sunday news shows — in return for ventilators and N95 masks during the worst of the pandemic. We made a deal. And it turns out his promises were as broken as the BIPAP machines he sent us instead of ventilators. Going along to get along does not work – just ask the Trump-fearing red state Governors who are dealing with the same cuts that we are. I won’t be fooled twice.

I’ve been reflecting, these past four weeks, on two important parts of my life: my work helping to build the Illinois Holocaust Museum and the two times I’ve had the privilege of reciting the oath of office for Illinois Governor.

As some of you know, Skokie, Illinois once had one of the largest populations of Holocaust survivors anywhere in the world. In 1978, Nazis decided they wanted to march there.

The leaders of that march knew that the images of Swastika clad young men goose stepping down a peaceful suburban street would terrorize the local Jewish population – so many of whom had never recovered from their time in German concentration camps.

The prospect of that march sparked a legal fight that went all the way to the Supreme Court. It was a Jewish lawyer from the ACLU who argued the case for the Nazis – contending that even the most hateful of speech was protected under the first amendment.

As an American and a Jew, I find it difficult to resolve my feelings around that Supreme Court case – but I am grateful that the prospect of Nazis marching in their streets spurred the survivors and other Skokie residents to act. They joined together to form the Holocaust Memorial Foundation and built the first Illinois Holocaust Museum in a storefront in 1981 – a small but important forerunner to the one I helped build thirty years later.

I do not invoke the specter of Nazis lightly. But I know the history intimately — and have spent more time than probably anyone in this room with people who survived the Holocaust. Here’s what I’ve learned – the root that tears apart your house’s foundation begins as a seed – a seed of distrust and hate and blame.

The seed that grew into a dictatorship in Europe a lifetime ago didn’t arrive overnight. It started with everyday Germans mad about inflation and looking for someone to blame.

I’m watching with a foreboding dread what is happening in our country right now. A president who watches a plane go down in the Potomac – and suggests — without facts or findings — that a diversity hire is responsible for the crash. Or the Missouri Attorney General who just sued Starbucks – arguing that consumers pay higher prices for their coffee because the baristas are too “female” and “nonwhite.” The authoritarian playbook is laid bare here: They point to a group of people who don’t look like you and tell you to blame them for your problems.

I just have one question: What comes next? After we’ve discriminated against, deported or disparaged all the immigrants and the gay and lesbian and transgender people, the developmentally disabled, the women and the minorities – once we’ve ostracized our neighbors and betrayed our friends – After that, when the problems we started with are still there staring us in the face – what comes next.

All the atrocities of human history lurk in the answer to that question. And if we don’t want to repeat history – then for God’s sake in this moment we better be strong enough to learn from it.

I swore the following oath on Abraham Lincoln’s Bible: “I do solemnly swear that I will support the constitution of the United States, and the constitution of the state of Illinois, and that I will faithfully discharge the duties of the office of Governor .... according to the best of my ability.

My oath is to the Constitution of our state and of our country. We don’t have kings in America – and I don’t intend to bend the knee to one. I am not speaking up in service to my ambitions — but in deference to my obligations.

If you think I’m overreacting and sounding the alarm too soon, consider this:

It took the Nazis one month, three weeks, two days, eight hours and 40 minutes to dismantle a constitutional republic. All I’m saying is when the five-alarm fire starts to burn, every good person better be ready to man a post with a bucket of water if you want to stop it from raging out of control.

Those Illinois Nazis did end up holding their march in 1978 – just not in Skokie. After all the blowback from the case, they decided to march in Chicago instead. Only twenty of them showed up. But 2000 people came to counter protest. The Chicago Tribune reported that day that the “rally sputtered to an unspectacular end after ten minutes.” It was Illinoisans who smothered those embers before they could burn into a flame.

Tyranny requires your fear and your silence and your compliance. Democracy requires your courage. So gather your justice and humanity, Illinois, and do not let the “tragic spirit of despair” overcome us when our country needs us the most.

Sources:

• NBC Chicago & J.B. Pritzker, Democratic governor of Illinois, State of the State address 2025: Watch speech here | Full text

• Betches News on Instagram (screencaps)

[babas--world]

Don’t Kill Your Ego—Befriend It: The Key to Unlocking Your Potential 🔥 What if everything you’ve been told about ego is wrong? In this eye-opening video, we dive into the misunderstood force that shapes your identity, drives your ambitions, and fuels your growth: YOUR EGO. From ancient Indian philosophy (Ahamkara) to modern self-mastery, discover why ego isn’t arrogance—it’s the foundation of self-belief, courage, and authenticity. Learn how a healthy ego helps you: ✅ Dream bigger and fight for your values ✅ Turn self-doubt into unshakable confidence ✅ Use your unique gifts to serve others ✅ Become the best version of yourself—without comparison This isn’t about toxic superiority. It’s about harnessing your ego as the bridge between who you are and who you’re meant to be. If you’re ready to stop silencing your inner voice and start collaborating with it, this video is your roadmap. 💬 Join the debate: Is ego a friend or foe? Drop your thoughts below! 🔔 Subscribe for more mind-shifting content on self-mastery, philosophy, and living authentically. For more videos on categorical variable encoding, you can bookmark this playlist: https://youtube.com/playlist?list=PLSOxlehGDVekco2u5EFQaLtsQ5ltByoQi&si=23mxubE9wRkORhmR For Video on Advanced level AI (AI Practitioner) you can watch video playlist: https://youtube.com/playlist?list=PLSOxlehGDVelNTUs8IEtkpgE0ySwAysXe&si=sj-nYswCRhH39HtY For Video on All about AI basic level tutorial (AI Enthusiast) you can follow below playlist: https://youtube.com/playlist?list=PLSOxlehGDVekaOfY5TMmI5MS1zbNJLUFL&si=9i3d03xIxO4ghYMK If you are interested in Generative AI , please follow this playlist: https://youtube.com/playlist?list=PLSOxlehGDVen1UFY0daIegmmZHm3jjQ_Y&si=3TCTX-87q58KUXju If you are looking for videos on book summary, about life, psychology and philosophy, you can follow this playlist: https://www.youtube.com/playlist?list=PLSOxlehGDVelY34fDoL3qtppXuzmvo5Of For videos on AI , Machine Learning and Data Science, follow this playlist: https://www.youtube.com/playlist?list=PLSOxlehGDVenLrEROl1JxkNuCIBVeddHu https://youtu.be/nNbChrRhq_s #Ego, #SelfBelief, #PersonalGrowth, #MindsetShift, #HealthyEgo, #Ahamkara, #InnerPower, #AuthenticSelf, #SelfMastery, #PurposeDriven, #Mindfulness, #SelfLove, #Philosophy, #MentalStrength, #Empowerment, #LifePurpose, #OvercomingEgo, #SpiritualGrowth, #TransformYourLife, #BeYourBestSelf,#EgoAwareness, #SelfDevelopment, #PersonalGrowth, #Ahamkara, #SelfBelief, #ConsciousEgo, #MindsetShift, #SelfLove, #Authenticity, #InnerVoice, #EgoReframed, #PsychologicalGrowth, #SpiritualDevelopment, #IndianPhilosophy, #SelfWorth, #PersonalEvolution, #Consciousness, #MindfulEgo, #EmpowermentMindset, #SelfActualization, #SelfImprovement, #PersonalTransformation, #MindfulLiving, #EgoManagement, #InspirationalContent, #MindsetCoaching, #LifeWisdom, #EmotionalIntelligence, #SelfAcceptance, #PositivePsychology via YouTube https://www.youtube.com/watch?v=nNbChrRhq_s

[literary-potato]

I’m a privacy engineer and this is a poster I printed out to hang on my wall because it was so perfect:

Source

I don't know who needs to hear this but please please please please please explore the settings. Of your phone, computer, of every app you use. Investigate the UI, toggle some things around and see what happens. You won't break anything irreperably without a confirmation box asking you if you really mean to do that thing. And you can just look up what a setting will do before touching it if you're really worried ok?

Worst case scenario you just have to change the settings back if you don't like what happened but it is so so so important to explore the tools available to you and gain a better understanding for how the stuff you use works.

Even if you already know. Even if you're comfortable with how you use it now. You don't just have to accept whtever experience has been handed to you by default and it's good for you to at least know what's available to you.

[technologyequality]

Boost Customer Loyalty with AI: Smarter Retention Strategies That Work

Boost Customer Loyalty with AI Smarter Retention Strategies That Work If you’ve followed this series, you know that AI has already changed how we attract leads, price our services, and close sales. But here’s a hard truth: If you’re only focused on getting new customers, you’re leaving money on the table. Acquiring new clients is great, but keeping them? That’s where the real profit is. Think…

[hanavbara]

support HUMAN artists, not AI‼️

AI generated images are NOT art. art is CREATED, not GENERATED.

this is not just about taking jobs from artists (which is already a huge deal), it’s also about devaluing art itself, turning it into mass-produced, empty and soulless content. it’s heartbreaking to see AI stealing from real artists: from Studio Ghibli to smaller creators like us.

personally, we started our art journey by reinterpreting what we love: music, TV series, anime and transforming it into our vision inspired by the 90’s anime that we grew up with. when we create our illustrations, we try to capture the emotion and love we feel for the subject, aiming to tell a story with each drawing. ever since AI was created, we have had many people asking if our art is AI generated. honestly, it’s heartbreaking every single time. for us, art is a deeply human experience that we’ve been dedicating ourselves to for seven years. creating from nothing takes dedication, skill, and an emotional investment that, in our opinion, AI simply can’t capture.

you’ve probably seen your feed flooded with AI generated images in a “Studio Ghibli style”. trends like these reinforce the idea that art can be easily replicated and devalued. the future of artists is more uncertain than ever. we don’t know if in a few years we’ll still be able to make a living from this, since many companies are adopting the mindset of “why should i pay someone for their well-earned work when a machine can do it for free in an instant?” that mindset is the real problem: the way society is starting to perceive art.

art is essential to human life. many people realized this during the pandemic: what would we do without music, movies, books, that bring us comfort? art is more than just the final product. it’s about the process, struggles, and personal growth that comes with it. when you create, you grow, learn, and challenge yourself. AI erases that, replacing it with instant and shallow replication. real art brings people together, evoking emotions and reminding us of what it means to be human.

relying on AI to make art isn’t innovation, it’s avoiding the challenge of creating something meaningful. AI tools like these are being pushed as "the future," but what does that say about us? replacing human artistry with shallow, mass-produced content takes away humanity from art, do we really want to be part of a world where art is just another disposable product? what value do we place on creativity?

if you’ve made it this far, it means you care about these issues. let’s raise our voices together and speak up. don’t consume AI generated images. value and respect creativity. SUPPORT REAL HUMAN ARTISTS.

[jurph]

It may or may not have been true when it was written, in May of 2024... but this is going to get 10k notes when it turns out to work great.

[milfbrainrot]

i wonder if part of healer and knower's seeeeemingly at-odds dynamic is that healer is one of the only other people who knows what happened to the last watcher. everyone else probably believes she departed the train in the middle of the night, but knower is the one who found her... so then what happened to her body? it was probably healer's job to handle it and with such a confronting image healer can't understand how knower remains so stoic about someone she had loved.

[bubblegumpopdefiance]

This was written in September, why is it trending now?

[hermitadaymay]

WELCOME TO HERMIT-A-DAY MAY 2025!

Another year, another Hermit-a-Day May! I'm so thrilled to be able to bring this event to you all for the third year in a row.

THE RULES: 1. Any type of fanwork is welcome so long as it features, or is otherwise inspired by, the Hermit of the day. 2. Tag #hermitaday to have your fanwork reblogged, or submit it directly to the blog (Please note that while we recognize the value of fanworks involving more mature themes, and they can certainly count toward challenge completion if you're keeping track for yourself, content on this blog will be kept "PG-13" so that all may enjoy.). 3. Fanworks for one Hermit posted after the day rolls over to another Hermit's day (per the US Central time zone) will be reblogged in one big queue in June. 4. Traced or stolen work is NOT welcome. If we discover you have posted traced or stolen work, you will be given one chance to delete it and apologize, or you will be blacklisted from the blog. AI-generated/assisted pieces are similarly unwelcome and will not be featured on the blog. 5. We are not interested in seeing captions or tags in which you disparage your art/skills, and will not be reblogging posts where this happens. We're all improving all the time. Be kind to yourselves. 6. Technically not a rule, but we strongly recommend adding alt text or description to all images. Click here to learn more about writing alt text - it's pretty easy!

WHY SHOULD I PARTICIPATE? To show love to every Hermit, from the most to least subscribed, from those who have been on the server from day one to those who only joined this season! And because challenges are fun! And because we are once again out here for a good cause: we're running another fundraiser for Gamers Outreach, featuring art incentives by nine amazing artists. Learn more about our incentives in these posts:

MILESTONE REWARD POST

INDIVIDUAL REWARD POST

RAFFLE POST

WHO’S RUNNING THIS? Hi! My name is Luna! You can use ze/hir, she/her, he/him, or ro/ros/roseself pronouns for me. My main blog is @as-if-unreal. Helping me out this year is the incredible Mod Sky ( @skyspersonalhell ), who uses any pronouns!

BONUS DAY PROMPTS EXPLAINED UNDER THE CUT

FAVORITE "ALT" HERMIT - May 4th HoTGuY and Poultry-Man. Helsknight and Evil Xisuma. Renbob and - look, you get the idea. This server is full of theater kids ready to toss on an alternate skin and play into a brand new character at the drop of a hat. Who's your favorite?

OUTFIT SWAP - May 9th What would Doc look like in Cleo's Life Series leotard? How would Cub fare in Wels's armor? What laundry day mishap could lead Mumbo's suit to lose its sleeves like Skizz's? Only hilarity can come from this...

GROUPS AND COLLABS - May 14th This month is all about one Hermit a day... but what we really love is when they interact with each other. What does your favorite duo or group of Hermits get up to together?

FAVORITE BUILD - May 18th The Hermits have put thousands of hours into their builds, from cozy starter bases to the sprawling halls of Deepfrost Citadel, from idyllic natural landscapes to machines the size of mountains. Which builds have inspired you?

TFC - May 23rd While he may no longer be with us physically, TFC left behind him a legacy of quiet care and good humor, and Hermitcraft would not have been the same without him.

FRIENDS OF HERMITCRAFT - May 28th There are plenty of shows, podcasts, competitions, other servers, and more woven into the internet ecosystem around Hermitcraft, and plenty more people involved in them. Today is for celebrating all of those who, while they may not be Hermits themselves, exist and entertain in proximity to them.