MLWhiz / Data_science_blogs
A repository to keep track of all the code that I end up writing for my blog posts.
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Data Science Blogs
I have been pretty careless with keeping track of the code I write for my blogs.
So I thought of creating a repository to keep track of all the code that I end up writing for my blog posts. Although there are a lot of other blog posts which don't have codes here. So, follow me up at Medium or Subscribe to my blog to be informed about them. As always, I welcome feedback and constructive criticism and can be reached on Twitter @mlwhiz.
I would be also grateful if you consider Becoming a Patron! of my work. Thanks!!!
Deep Learning
| Deep Learning | BlogLink | CodeLink |
|---|---|---|
| An End to End Introduction to GANs | Blog | Code |
| Faster and Memory-Efficient PyTorch models using AMP and Tensor Cores | Blog | Code |
| Chatbots aren’t as difficult to make as You Think | Blog | Code |
| End to End Multiclass Image Classification Using Pytorch and Transfer Learning | Blog | Code |
| Using Deep Learning for End to End Multiclass Text Classification | Blog | Code |
| Object detection using mask-RCNN on custom Dataset | Blog | Code |
Data Science
| Data Science | BlogLink | CodeLink |
|---|---|---|
| Applications of MCMC for Cryptography and Optimization | Blog | Code |
| Advanced Streamlit Caching | Blog | Code |
| A Newspaper for COVID-19 — The CoronaTimes | Blog | Code |
| Minimal Pandas Subset for Data Scientists on GPU | Blog | Code |
| How to run your ML Predictions 50 times faster? | Blog | Code |
| How to write Web apps using simple Python for Data Scientists? | Blog | Code |
| Using Gradient Boosting for Time Series prediction tasks | Blog | Code |
| Lightning Fast XGBoost on Multiple GPUs | Blog | Code |
BigData
| BigData | BlogLink | CodeLink |
|---|---|---|
| 4 Graph Algorithms on Steroids for data Scientists with cuGraph | Blog | Code |
| 5 Ways to add a new column in a PySpark Dataframe | Blog | Code |
| 100x faster Hyperparameter Search Framework with Pyspark | Blog | Code |
| The Hitchhikers guide to handle Big Data using Spark | Blog | Code |
| The Most Complete Guide to pySpark DataFrames | Blog | Code |
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