A master repository of all Data Science projects, concepts, tools and resources that I learn and write about on my blog.
Topic | Code | Article |
---|---|---|
Kaggle Titanic Survival Predictions | Repo | Blog |
Haystack Search Engine on Arxiv Papers Dataset | Repo | Blog |
Introduction To FastAI--with Transfer Learning | Repo | Blog |
Basic Sentiment Text Classification on Covid-19 Tweets with Fastai | Code | Blog |
Topic | Code | Article |
---|---|---|
Big O in Python | Blog | |
Args and Kwargs Tutorial | Notebook | Blog |
Python Collections Guide | Notebook | Blog |
Python Lists Tutorial, Difference From Regular Arrays | Blog | |
Python App Level Logging Template To Use in Any Project | Code | Blog |
Using Environment variables in Python | Blog |
Topic | Code | Article |
---|---|---|
Numpy Cheatsheet | Notebook | |
Image Classification Basics- The Pixel Similarity Concept | Notebook | Blog |
Stochastic Gradient Descent From Scratch With Fastai | Notebook | Blog |
Image Classification-Progressive Resizing Approach with Fastai | Notebook | Blog |
Pandas Dates Cheatsheet/quick reference quide | Notebook | Blog |
Topic | Code | Article |
---|---|---|
Set Up Your Machine For Data Science The Nice Way | Blog | |
Dockerize an ML Project | Blog | |
Creating A Quick Web App From ML Project With Streamlit | Blog | |
Deploying ML App with FastAPI | Code | Blog |
The Nice Way to Manage Your Data Science Workflow with Prefect | Code | Blog |
The Kaggle way to tune hyperparameters with Optuna | Code | Blog |
The Easy Way to Use Config Files in ML Apps | Code | Blog |
Topic | Code | Article |
---|---|---|
Making a YouTube Video Comments Dataset With Google's API | Tutorial | |
A Collection of 26 Datasets I've Used Often While Learning | Blog | |
A Collection of 31 Datasets For Your Next Data Science Project | Blog | |
A scikit-learn pipelines mini project on Heart Failure Detection Dataset from Kaggle | Code | Blog |
Topic | Code | Article |
---|---|---|
7 Awesome Jupyter Utlities To Start Using Now | Blog | |
The Nice Way To Use Docker With VSCode | Gist | Blog |
Topic | Code | Article |
---|---|---|
Quick Bash Automation To Create a New ML App | Script | Blog |
The Easy Way To Prettify the Terminal | Code | Blog |
Topic | Code | Article |
---|---|---|
Image Classifier Web App With Fastai, Pytorch and Streamlit | Repo | Article Series |
Insight-The YouTube Comments Analyser | Repo | |
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