475.3K
CHThe best projects serve a real use case
Comment “data” for all the links and project descriptions
#tech #data #datascience #ml #explore
@chrisoh.zip
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Both roles are powerful—but require different skills, tools, and thinking.
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QUThe model shown (Λ-Vol) is part of a broader series of Volatility Frameworks developed during my time as Quant Researcher at my current firm:
Λ-Vol models Volatility as the interaction of regime conditions, reinforcing and stabilising market feedback and risk absorption.
It tracks how volatility pressure builds, propagates and unwinds across assets and horizons. We first started by first deriving it at an equations / mathematical level, then building up the framework from there.
📣 To learn more check the link in my Bio.
Quant Researchers are hired to find solutions to questions that may come down from their portfolio manger for example.
There are no solutions that are found in papers. Academics publish papers as it’s a crucial part of their career. However in industry, researchers are funded by their place of work. Research is privatised for profit.
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DAHere are 3 unique data science projects you can build in a weekend (2026 World Cup)
easy. a World Cup match outcome predictor. predict win, loss, or draw using historical FIFA data. tech stack: Python, Pandas, Scikit-learn, and Streamlit to deploy it.
medium. a player performance dashboard. pull player stats from Transfermarkt, visualize everything, and cluster players by playing style. tech stack: Python, Pandas, Plotly, and Seaborn for visualization with KMeans for clustering.
hard. a real time World Cup sentiment tracker. pull live tweets during matches, run sentiment analysis as goals happen, and visualize how public opinion shifts in real time. tech stack: Python, Tweepy for the Twitter API, HuggingFace Transformers for sentiment analysis, and Plotly Dash for the live dashboard.
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SOPlanning your future in 2026? 🚀
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Choose smart. Skill up. Stay ahead.
Because the right course today = a powerful career tomorrow 💼✨
👇 Which field are you choosing for your future? Comment below!
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@sop_edits_overseas
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SRThis video by Prof. Amar G Bose at MIT, and founder at Bose Corporation (he passed away in 2013) has been my go to when I cannot solve a problem, or I teach my students. You should watch the entire video (shared in the comments) to understand the entire context, and more such examples. But the very idea of learning & solving for the first principles (by dividing into smaller pieces till you reach the atoms and the fundamentals) & systems thinking (by connecting those atoms to create larger molecules of knowledge in a hierarchical fashion) is the way to build your foundations in knowledge, and enjoy the taste of learning, and solving. More importantly, this is so scalable that if you solve one problem deeply, it will scale to 100 other problems that you are yet to solve. This is long-term thinking. My only goal of teaching and creating content is inspiring you, helping you, and reminding you of these very elegant and simple principles. All the best! #ai #datascience #mathematics #machinelearning
@srijit.math
✨ Руководство по #Datascience
Instagram содержит 14 million публикаций под #Datascience, создавая одну из самых ярких визуальных экосистем платформы.
Огромная коллекция #Datascience в Instagram представляет самые привлекательные видео сегодня. Контент от @equationsinmotion, @quant_research_decoded and @shailjamishra__ и других креативных производителей достиг 14 million публикаций по всему миру.
Что в тренде в #Datascience? Самые просматриваемые видео Reels и вирусный контент представлены выше.
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🌟 Избранные Создатели: @equationsinmotion, @quant_research_decoded, @shailjamishra__ и другие ведут сообщество
Часто задаваемые вопросы о #Datascience
С помощью Pictame вы можете просматривать все реелы и видео #Datascience без входа в Instagram. Учетная запись не требуется, ваша активность остается приватной.
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💡 Лучшие посты получают в среднем 1.7M просмотров (в 1.8x раз выше среднего)
Публикуйте регулярно 3-5 раз/неделю в активные часы
Советы по Созданию Контента и Стратегия
🔥 #Datascience показывает стабильный рост - публикуйте регулярно для построения присутствия
✍️ Подробные подписи с историей работают хорошо - средняя длина 496 символов
✨ Многие верифицированные создатели активны (25%) - изучайте их стиль контента
📹 Вертикальные видео высокого качества (9:16) лучше всего работают для #Datascience - используйте хорошее освещение и четкий звук
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Исследовать Datascience#datascience india#datascience learning#python for datascience#datascience workshop#datascience student#datascience roadmap#datascience project#datascience society