List: My Best Stories | Curated by Albers Uzila

Feb 16, 2024
10 stories
2 saves
My Best StoriesCherry-picked top-notch articles of mine of all time, served fresh from the oven to satisfy your curiosity :)
In
Level Up Coding
by
Albers Uzila
Wanna Break into Data Science in 2024? Think Twice!It won’t be smooth sailing for you
Dec 23, 2022
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Dec 23, 2022
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In
Towards Data Science
by
Albers Uzila
Beautifully Illustrated: NLP Models from RNN to TransformerExplaining their complex mathematical formula with working diagrams
Oct 11, 2022
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Oct 11, 2022
8
In
Level Up Coding
by
Albers Uzila
Code Development Best Practices for Your Data Science Projects with MakefileHow to maintain clean codes and automate the process
Feb 9, 2024
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Feb 9, 2024
6
In
Level Up Coding
by
Albers Uzila
How to Write Documentation for Your Data Science Projects Using MkDocsFrom logging, typing, and docstring, to beautiful documentation within minutes
Oct 9, 2023
1
Oct 9, 2023
1
In
Towards Data Science
by
Albers Uzila
5 Popular CNN Architectures Clearly Explained and VisualizedAnd why the heck does Inception look like a trident?!
Aug 22, 2022
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Aug 22, 2022
2
In
Towards Data Science
by
Albers Uzila
Price Recommendation System Modeling Using PyCaret and Deep LearningA case study for e-commerce
Feb 23, 2022
2
Feb 23, 2022
2
In
Towards Data Science
by
Albers Uzila
K-means Clustering and Principal Component Analysis in 10 MinutesWith hands-on case study walkthroughs
Jul 26, 2022
1
Jul 26, 2022
1
In
Level Up Coding
by
Albers Uzila
Firestore × Streamlit: a Powerful Combo for a Perfect Web AppUtilizing Streamlit secret and session state to fully interact with your users
Apr 26, 2022
Apr 26, 2022
In
Towards Data Science
by
Albers Uzila
Complete Step-by-step Conjugate Gradient Algorithm from ScratchAnd its implementation for solving linear systems and general function optimization
Sep 27, 2021
Sep 27, 2021
In
Towards Data Science
by
Albers Uzila
Complete Step-by-Step Gradient Descent Algorithm from ScratchAnd its implementation for constant learning rate and line search
Sep 10, 2021
2
Sep 10, 2021
2