#17 | Text encoding from ground up
Going head-on with UnicodeDecode error
Intuitive Shorts
Intuitive and Concise Explanations of NLP / ML / Python concepts
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#16 | tqdm() behind the scenes
A custom implementation of tqdm from scratch
#15 | Postel's Law in Software Engineering
Be conservative in what you send, and liberal in what you accept
#14 | How does Langchain Expression Language (LCEL) work ?
Classic use of Polymorphism and Operator overloading
#13 | A fun history about Git
"the information manager from hell" - creator of git
#12 | MIPS vs MCSS (Maximum Inner Product / Cosine Similarity Search)
And the one that matters !!
#11 | Softmax Temperature
It's HOT !!
#10 | random.seed() and Hitchiker's Guide to Galaxy
And their uncanncy connection
#9 | Gradient Checkpointing
To scale new heights in model training
#8 | Approximate Nearest Neighbors (1/2)
And where to find them using Product Quantization