A master repository of all Data Science projects, concepts, tools and resources that I learn and write about on my blog. Updated every week.
- ML Mini Projects Because Crash Courses Are The Best...
- Python Cool Concepts Because Knowing Them Is Cool...
- ML Fundamentals Because Everybody Starts Somewhere...
- A Data Scientist's Life Hacks
- Fancy Little Data Thingies To Stimulate The Mind...
- About Those Code Editors...hmmm
- Bash Essential Tricks To Make You Even More Lazy
- End-To-End ML/DL Projects - These Took A Lot Of Time And Effort, yes...
ML Mini Projects Because Crash Courses Are The Best...
| 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 |
Python Cool Concepts Because Knowing Them Is Cool...
| 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 |
ML Fundamentals Because Everybody Starts Somewhere...
| 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 |
A Data Scientist's Life Hacks
| 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 |
Fancy Little Data Thingies To Stimulate The Mind...
| 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 |
About Those Code Editors...hmmm
| Topic |
Code |
Article |
| 7 Awesome Jupyter Utlities To Start Using Now |
|
Blog |
| The Nice Way To Use Docker With VSCode |
Gist |
Blog |
Bash Essential Tricks To Make You Even More Lazy
| Topic |
Code |
Article |
| Quick Bash Automation To Create a New ML App |
Script |
Blog |
| The Easy Way To Prettify the Terminal |
Code |
Blog |
End-To-End ML/DL Projects - These Took A Lot Of Time And Effort, yes...
| 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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