๐ก Insights with Python & ML | โจ Tips & Quizzes on Excel, SQL, Power BI, Tableau | ๐ Making Data Analysis Simple & Impactful
Joined February 2022
- Tweets 304
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Article Alert: Inside the Transformer (Part 1) โ Embeddings
Why do LLMs "get" context? How does language turn into geometry?
Check it out: medium.com/@suparnachowdhuryโฆ
#Transformers #DeepLearning #LLMs #NLP #Python #DataScience #AI #MachineLearning #TechWriting
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Suparna Chowdhury retweeted
Jun 13
The US government, citing national security authorities, has issued an export control directive to suspend all access to Fable 5 and Mythos 5 by any foreign national, whether inside or outside the United States, including foreign national Anthropic employees.
The net effect of this order is that we must abruptly disable Fable 5 and Mythos 5 for all our customers to ensure compliance.
Access to all other Claude models is not affected.
We apologize for this disruption to our customers. We believe this is a misunderstanding and are working to restore access as soon as possible.
Read our full statement: anthropic.com/news/fable-mytโฆ
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Suparna Chowdhury retweeted
Jun 10
Today I'm publishing a new essay, Policy on the AI Exponential. AI is progressing extremely fastโmuch faster than the policy process was built to handle. The essay lays out where I think the technology is now, and the action needed to close the gap: darioamodei.com/post/policy-โฆ
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๐ ๐ผ๐๐ ๐ฆ๐ค๐ ๐ฝ๐ฒ๐ฟ๐ณ๐ผ๐ฟ๐บ๐ฎ๐ป๐ฐ๐ฒ ๐ฝ๐ฟ๐ผ๐ฏ๐น๐ฒ๐บ๐ ๐ฐ๐ผ๐บ๐ฒ ๐ฑ๐ผ๐๐ป ๐๐ผ ๐๐ต๐ฒ ๐๐ฎ๐บ๐ฒ ๐ต๐ฎ๐ป๐ฑ๐ณ๐๐น ๐ผ๐ณ ๐บ๐ถ๐๐๐ฎ๐ธ๐ฒ๐
Use EXPLAIN / EXPLAIN ANALYZE to read the query plan
Which of these have saved you the most time in a real project?
#mysql #sql #dataanalytics
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Suparna Chowdhury retweeted
Jun 7
Google released Gemma 4 12B, a multimodal model that runs text, images, and audio on 8GB VRAM!
We'll fine-tune it to master chess and predict the exact next move.
Tech stack:
- @UnslothAI for efficient fine-tuning.
- @huggingface transformers to run it locally.
Let's go! ๐
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Suparna Chowdhury retweeted
Jun 3
You're in a Research Scientist interview at OpenAI.
The interviewer asks:
"How would you expand the context length of an LLM from 2K to 128K tokens?"
You: "I will fine-tune the model on longer docs with 128K context."
Interview over.
Here's what you missed:
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SQL Interview Question:
Find the top 3 sellers with the highest average product rating, considering only sellers who have listed at least 2 products.
1๏ธโฃ JOIN tables
2๏ธโฃ GROUP BY & COUNT
3๏ธโฃ AVG with precision
#DataAnalyst #InterviewPrep #TechTips
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Suparna Chowdhury retweeted
Jun 3
๐จAnthropic just showed a 24-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now!
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New Medium article!
Part 2 of Mastering Dynamic Zone Visibility is LIVE! Covering:
โ
Slide-out panels using Parameter Actions
โ
Slide-out panels using Set Actions
โ
Dynamic Chart Zooming
Level up your #DataViz UX here:
tinyurl.com/yja2v4ta
#Tableau #Dashboard #DataFam
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Just submitted my #MakeoverMonday 2026 Week 1 viz! ๐ข
Exploring the worldโs tallest roller coasters with a simple bar chart.
#DataViz #Tableau
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Suparna Chowdhury retweeted
23 Oct 2025
New blog post: The bug that taught me more about PyTorch than years of using it
started with a simple training loss plateau... ended up digging through optimizer states, memory layouts, kernel dispatch, and finally understanding how PyTorch works!
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7 Nov 2025
๐ง ๐ช๐ต๐ฎ๐ ๐ช๐ผ๐๐น๐ฑ ๐ฌ๐ผ๐ ๐๐ผ?
No perfect answer โ your choice reveals your leadership style.
Are you solution-focused, reactive, avoidant, or dependent on hierarchy?
Great leaders stay calm, adapt & connect!
โจ Please comment below!
#Leadership #Mindset #Growth
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2 Jan 2025
Master the art of Confidence Intervals & ensure Data Integrity with MySQL constraints!
Boost your data skills with practical insights, engaging examples, and an interactive quiz.
Check linkedin.com/pulse/masteringโฆ
#DataScience #SQL #Statistics #Learning #DataAnalysis #Tech
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Suparna Chowdhury retweeted
24 Nov 2024
12. Professor Brian Cox explaining the size of the Universe
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Suparna Chowdhury retweeted
21 Nov 2024
I just published Mastering SQL: Top Interview Questions and Answers link.medium.com/p9w5lHSvIOb
#SQL #MySQL #SQLInterview #TechCareer #DataScience #DatabaseDesign #TechTips #SQLQueries #Optimization #interviewPreps #DataAnalytics #DataAnalysis #Interview
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21 Nov 2024
I just published Mastering SQL: Top Interview Questions and Answers link.medium.com/p9w5lHSvIOb
#SQL #MySQL #SQLInterview #TechCareer #DataScience #DatabaseDesign #TechTips #SQLQueries #Optimization #interviewPreps #DataAnalytics #DataAnalysis #Interview
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Suparna Chowdhury retweeted
16 Apr 2024
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21 Nov 2024
Check out my latest article: DAY 5: PROSQL45 CHALLENGE linkedin.com/pulse/day-5-proโฆ via @LinkedIn
Check out the full solutions on GitHub here: Complex_SQL/DAY_5.sql at main ยท suchow07/Complex_SQL
#SQL #Database #SQLServer #MySQL #dataanalytics
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