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Data Alchemy

38k members • Free

17 contributions to Data Alchemy
Proof of Concepts/Trial Applications
So, I've been recently getting back into full stack work. I originally wanted to go with Django, but had a need for MongoDB, which wasn't as intuitive for me to implement in Django. So... I landed on Nuxt 3 for a "full stack" framework. Since I do a fair amount of LLM work, I decided on FastApi for my backend api server, since I have all of the good LLM libraries available to me that way. Today, I almost completely understand how to use a package, Lucia, to implement Auth in Nuxt 3. This stack will more than likely be my go to from building at this point, until I run into new issues. I wanted to share the win for public accountability to releasing one useful application bi-monthly. This is mainly for the sake of building muscle memory with product development and marketing. 😁
1 like • Jun '24
This is awesome! I can't wait to see what comes of this 💪
Free ML course
This course was amazing. Really good for beginners too https://madewithml.com/ + it's totally free if you do the local set up (course uses AnyScale to create compute but it is in no way required)
MIT 6.S191
I've been working through this lately http://introtodeeplearning.com/. MIT open sourced this course as well as some of the code associated. Deffo worth a look
DSA Strategies
Can someone please suggest me DSA strategies, how to approach a problem on Leetcode and all?
3 likes • May '24
I'd recommend this book Cracking the Coding Interview by Gayle Laakmann McDowell if you're looking at improving how you approach the problems as a whole. I'd be wary about Leetcode/ Hackerrank as while helpful in improving problem comprehension and solution design, don't actually help you improve at what matters when developing software. What's the reason you are looking for suggestions on strategy for DSA?
0 likes • May '24
@Mohammad Sameer Fair enough. The book I recommended is a winner there then. This https://neetcode.io/practice is a good resource for practising Leetcode questions too. Good luck!
Python blogpost
I wrote this blogpost earlier in the year for a newsletter https://medium.com/@edward-heaver/protocols-structural-vs-dynamic-types-in-python-0e66fa62ff54 If you're new to Python, give it a read!
2 likes • May '24
@Brandon Phillips Lol, I wouldn't go that far 😅 but thanks. I'm glad you found it useful
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Edward Heaver
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@edward-heaver-8671
Dev and data

Active 39m ago
Joined May 21, 2024
INTJ
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