Founder of AI Summer @theaisummer | Data Engineer at @CausalyAI | π Author of Deep Learning in Production (https://t.co/rzZd8VeBQH)
Aug 31, 2022 β’ 5 tweets β’ 3 min read
Are you preparing for a machine learning interview? Here is my 5-step process:
1/5 Master statistics and probabilities. Khan academy( () and Statquest (youtube.com/c/joshstarmer/β¦) are my go-to places.
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2/5 Practice your coding problems. Leetcode (leetcode.com) is the industry standard. Do check out neetcode.io for a shorter list of problems with their explanations.
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Apr 20, 2022 β’ 7 tweets β’ 2 min read
πA list of great books to learn about MLOps best practicesπ
FYI we writing a new article with comprehensive reviews for all the below books so stay tuned
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1/6) Introducing MLOps: How to Scale Machine Learning in the Enterprise amzn.to/3JYFxWp
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Jan 14, 2022 β’ 5 tweets β’ 2 min read
Visual-Language models and Multimodal learning is growing rapidly over the past 2 -3 years. We've seen some very exciting architectures such as CLIP, ALIGN, DALLE, SimVLM.
I'm currently writing a survey on the topic, so I thought to share some very good resources I found:
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1) Reading List for Topics in Multimodal Machine Learning by @pliang279