473.4K
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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WOSteve brunton is sooo GOATEDDD !!!
#machinelearning #datascience #stem #artificialintelligence
@workiniterations
1.4M
SHConfused between becoming a Data Scientist or an AI Engineer?
Both roles are powerful—but require different skills, tools, and thinking.
Comment “Roles” and I’ll send you a detailed roadmap for both 🚀
Got questions or feeling stuck? Drop your doubts in the comments—I’ll personally help you get clarity and move forward on your journey.
#datascientist #datascience #ai #aiengineer #careergrowth
@shailjamishra__
2.4M
EQThe Secret Behind Every Trend Line ! #LeastSquares #LinearRegression #DataScience #Math #Statistics #MachineLearning Ever wondered how software finds the perfect line through messy data points? This short animation explains the Least Squares Method, the backbone of linear regression. We visualize the difference between data points and the trend line as physical squares, showing exactly what it means to minimize the sum of squared errors. Watch as the line adjusts its slope and intercept until it finds the optimal fit for the data set.
@equationsinmotion
886.5K
IBJunior vs Senior: A python program that removes duplicate elements from a list while keeping the original order. #python #learnpython #programming
#datascience #pythonprogramming
@ibrahimmanarbkh
386.8K
COThe Struggle is Real! Who else can relate to this? Share with a friend who's had a similar "aha" moment, and let them know about Blackbox AI!
#datascience #codeislife #webdeveloper #tech #ai
@codewithclaude
321.1K
VOData Science Trivia | Did you get the last one? #datascience #dataanalytics #datascientist #math #finance
@voodiesinterviews
1.9M
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.
A quant researcher’s role is to develop NEW methods not found in public academic papers. Academic papers certainly play an important role, however a quant researcher would be rendered redundant if solutions were so easily and directly extrapolated from a paper.
#quant #ai #quantfinance #datascience #investing
@quant_research_decoded
211.5K
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.
comment “World cup” for resources to help you out along the way.
#machinelearning #datascience #ai #python #cs
@darshcoded
1.2M
MIWhat happens when you ask AI a question?
In just milliseconds, your words are broken into tokens, converted into vectors, and processed through layers of neural networks. Attention mechanisms determine what matters most, while mathematical operations shape meaning and context — all before an answer appears.
This reel highlights the core ideas behind how modern AI systems process language.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #NeuralNetworks #LanguageModels #LLM #AIExplained #HowAIWorks #TechEducation #AIVisualization #MLBasics #NLP #DataScience #FutureOfAI
@ming_llm
754.0K
SOPlanning your future in 2026? 🚀
These are the Top 6 career paths that are about to dominate the global job market 🌍
From tech-driven roles like AI & Data Science 💻 to impact-focused fields like Renewable Energy 🌱 and Healthcare 🏥 — the opportunities are next level 📈
💡 The game is simple:
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!
#Career2026 #StudyAbroad #FutureCareers #AISkills #DataScience #CyberSecurity #Biotechnology #HealthcareCareers #RenewableEnergy #StudentLife #CareerGrowth
@sop_edits_overseas
470.1K
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
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Instagram ospita 14 million post sotto #Datascience, creando uno degli ecosistemi visivi più vivaci della piattaforma.
L'enorme raccolta #Datascience su Instagram presenta i video più coinvolgenti di oggi. I contenuti di @equationsinmotion, @quant_research_decoded and @shailjamishra__ e altri produttori creativi hanno raggiunto 14 million post a livello globale.
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