PinnedAlbers UzilainLevel Up CodingWanna Break into Data Science in 2024? Think Twice!It won’t be smooth sailing for you·11 min read·Dec 23, 2022--16--16
Albers UzilainLevel Up CodingCode Development Best Practices for Your Data Science Projects with MakefileHow to maintain clean codes and automate the process·6 min read·Feb 9, 2024--6--6
Albers UzilainLevel Up CodingHow to Write Documentation for Your Data Science Projects Using MkDocsFrom logging, typing, and docstring, to beautiful documentation within minutes·15 min read·Oct 9, 2023--1--1
Albers UzilainTowards Data ScienceOkay, You’ve Trained the Best Machine Learning Model. What’s Next?An MLOps project beyond modeling in Jupyter Notebook·18 min read·Jun 4, 2023----
Albers UzilainLevel Up Coding4 Simple Steps to Quickly Create an Interactive Dashboard for Network Graph Data VisualizationA mini project to deploy your data insight using “dash” and “visdcc”·10 min read·Apr 3, 2023----
Albers UzilainLevel Up CodingWhat are the Most Popular Medium Tags Right Now? I Built a Dashboard to Find OutYou’ll never find outdated answers again·6 min read·Feb 14, 2023--1--1
Albers UzilainTowards Data ScienceA Real-World Case Study of Using Git Commands as a Data ScientistComplete with Branch Illustration·11 min read·Nov 30, 2022----
Albers UzilainTowards Data ScienceBeautifully Illustrated: NLP Models from RNN to TransformerExplaining their complex mathematical formula with working diagrams·12 min read·Oct 11, 2022--8--8
Albers UzilainLevel Up CodingGloVe and fastText Clearly Explained: Extracting Features from Text DataHow are they better than Word2Vec?·11 min read·Sep 12, 2022----
Albers UzilainTowards Data ScienceAll You Need to Know About Bag of Words and Word2Vec — Text Feature ExtractionWhy Word2Vec is better, and why it’s not good enough·9 min read·Aug 30, 2022----