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Federated Learning Not 101 - FL0
Some early papers on Federated Learning
May 11, 2023
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Arkid Mitra
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Basics of Probability and Stats - The inequalities that lead to LLN and CLT - PS01
The inequalities that lead to LLN and CLT
May 9, 2023
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Arkid Mitra
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Fast AI course- Lesson 0 - FAI0
Doing the Fast.ai course for the 4th time
May 6, 2023
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Arkid Mitra
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Fast AI course- Lesson 0 - FAI0
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May 2022
Recommendation Systems - Not so discussed areas
Practical advice on recommendation systems in production
May 4, 2022
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Arkid Mitra
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Recommendation Systems - Not so discussed areas
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April 2022
On Machine Learning teams
ML team productivity, hiring, skillsets, motivation etc
Apr 25, 2022
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Arkid Mitra
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On Machine Learning teams
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Increasing rate of experimentation
I am a big fan of Ronny Kohavi. His book “Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing” should literally be considered a…
Apr 19, 2022
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Arkid Mitra
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How not to be data driven as an org
I have spent a considerable amount of time in various organizations as part of their data teams. During this while, I had the opportunity to spend a lot…
Apr 15, 2022
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Arkid Mitra
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How not to be data driven as an org
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