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
1K
16
Dec 23, 2022
1K
16
In
TDS Archive
by
Albers Uzila
Beautifully Illustrated: NLP Models from RNN to TransformerExplaining their complex mathematical formula with working diagrams
Oct 11, 2022
762
8
Oct 11, 2022
762
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
644
6
Feb 9, 2024
644
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
566
1
Oct 9, 2023
566
1
In
TDS Archive
by
Albers Uzila
5 Popular CNN Architectures Clearly Explained and VisualizedAnd why the heck does Inception look like a trident?!
Aug 22, 2022
405
2
Aug 22, 2022
405
2
In
TDS Archive
by
Albers Uzila
Price Recommendation System Modeling Using PyCaret and Deep LearningA case study for e-commerce
Feb 23, 2022
413
2
Feb 23, 2022
413
2
In
TDS Archive
by
Albers Uzila
K-means Clustering and Principal Component Analysis in 10 MinutesWith hands-on case study walkthroughs
Jul 26, 2022
707
1
Jul 26, 2022
707
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
379
Apr 26, 2022
379
In
TDS Archive
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
313
Sep 27, 2021
313
In
TDS Archive
by
Albers Uzila
Complete Step-by-Step Gradient Descent Algorithm from ScratchAnd its implementation for constant learning rate and line search
Sep 10, 2021
200
2
Sep 10, 2021
200
2

Responses

My Best Stories

Cherry-picked top-notch articles of mine of all time, served fresh from the oven to satisfy your curiosity :)

Wanna Break into Data Science in 2024? Think Twice!

It won’t be smooth sailing for you

Beautifully Illustrated: NLP Models from RNN to Transformer

Explaining their complex mathematical formula with working diagrams

Code Development Best Practices for Your Data Science Projects with Makefile

How to maintain clean codes and automate the process

How to Write Documentation for Your Data Science Projects Using MkDocs

From logging, typing, and docstring, to beautiful documentation within minutes

5 Popular CNN Architectures Clearly Explained and Visualized

And why the heck does Inception look like a trident?!

Price Recommendation System Modeling Using PyCaret and Deep Learning

A case study for e-commerce

K-means Clustering and Principal Component Analysis in 10 Minutes

With hands-on case study walkthroughs

Firestore × Streamlit: a Powerful Combo for a Perfect Web App

Utilizing Streamlit secret and session state to fully interact with your users

Complete Step-by-step Conjugate Gradient Algorithm from Scratch

And its implementation for solving linear systems and general function optimization

Complete Step-by-Step Gradient Descent Algorithm from Scratch

And its implementation for constant learning rate and line search

Albers Uzila

My Best Stories

MLOps Megaproject - Part II

Machine Learning from Scratch