How to Design the Most Powerful Graph Neural Network

Graph classification with Graph Isomorphism Networks | Continue reading


@towardsdatascience.com | 2 years ago

Word2Vec Explained. Explaining the Intuition of Word2Vec

Explaining the Intuition of Word2Vec & Implementing it in Python | Continue reading


@towardsdatascience.com | 2 years ago

Improving Application Availability with Pod Readiness Gates

What can you do when Pod readiness and liveness probes just aren’t good enough? | Continue reading


@towardsdatascience.com | 2 years ago

Detecting and Measuring Gerrymandering with Python

Each problem that I solved became a rule which served afterward to solve other problems. — Rene Descartes | Continue reading


@towardsdatascience.com | 2 years ago

Speeding-up the Wolfram Language (2020)

An Introduction to the Wolfram Function Compiler | Continue reading


@towardsdatascience.com | 2 years ago

Word2vec with PyTorch: Implementing the Original Paper

Covering all the implementation details, skipping high-level overview. Code attached. | Continue reading


@towardsdatascience.com | 2 years ago

Stop Using CSVs for Storage – This File Format Is 150 Times Faster

CSV’s are costing you time, disk space, and money. It’s time to end it. | Continue reading


@towardsdatascience.com | 2 years ago

DataSpell by Jetbrains – New IDE / Notebook – Review by Dario RadečIć

If JupyterLab and PyCharm had a baby… | Continue reading


@towardsdatascience.com | 2 years ago

Black-Box Attacks on Perceptual Image Hashes with GANs (2018)

tldr: This post demonstrates that GANs are capable of breaking image hash algorithms in two key ways: (1) Reversal Attack: Synthesizing the… | Continue reading


@towardsdatascience.com | 2 years ago

GPT-J, an open-source 6 billion parameter NLP AI model

Similar to GPT-3 and everyone can use it. | Continue reading


@towardsdatascience.com | 2 years ago

From Model-Centric to Data-Centric Artificial Intelligence

Is all the craze over new and more complex model architectures justified ? | Continue reading


@towardsdatascience.com | 2 years ago

Teaching an AI to Draft Magic: The Gathering (2019)

or, How To Train Your Robot To Train Your Dragon | Continue reading


@towardsdatascience.com | 3 years ago

Top Python Libraries for Visualization

Confused about which Visualization Tool to Use? I Broke Down the Pros and Cons of Each Libary for You | Continue reading


@towardsdatascience.com | 3 years ago

Data Labeling and Data Versioning: Integrating Label Studio with Pachyderm

Label Studio + Pachyderm | Continue reading


@towardsdatascience.com | 3 years ago

Apple’s New M1 Chip Is a Machine Learning Beast

Speed testing a (nearly) top-spec Intel-based 16-inch MacBook Pro versus the new Apple silicon MacBook Air and 13-inch MacBook Pro. | Continue reading


@towardsdatascience.com | 3 years ago

Data Science Interview Deep Dive: Cross-Entropy Loss

What makes it the de-facto multi-class classifier loss function | Continue reading


@towardsdatascience.com | 3 years ago

I Discovered the Most Common Word in Queen Lyrics

An overview of this idea and how I turned it into a real Python API | Continue reading


@towardsdatascience.com | 3 years ago

I created an alternative to the YouTube algorithm (to stop me wasting time)

Using the YouTube API and AWS Lambda | Continue reading


@towardsdatascience.com | 3 years ago

Can we stop with the SQL JOINs Venn diagrams insanity? (2019)

Really, please, OMG, stop | Continue reading


@towardsdatascience.com | 3 years ago

Create your own smart baby monitor with a RaspberryPi and TensorFlow

Some of you may have noticed that it’s been a while since my last article. That’s because I’ve become a dad in the meantime, and I’ve had… | Continue reading


@towardsdatascience.com | 3 years ago

Forty Eight Hours to Results: The Story Behind California’s Covid-19 Model

The story behind California’s COVID-19 forecasting model, which was responsible for the first stay-at-home order in the country. | Continue reading


@towardsdatascience.com | 3 years ago

History of Epidemics in a Single Chart

Epidemics and Pandemics are still a hot topic so let’s visualize their history using interactive horizontal bar chart and D3.js! | Continue reading


@towardsdatascience.com | 3 years ago

How I Would Learn Data Science (If I Had to Start Over)

Lessons learned from my data science journey | Continue reading


@towardsdatascience.com | 3 years ago

Why Is Linear Algebra Taught So Badly?

Linear algebra is one of the cornerstones of machine learning. It’s more intuitive than you might think | Continue reading


@towardsdatascience.com | 3 years ago

Deep Learning Can Keep You Safe with Real-Time Crime Alerts

Opening up the 911 system using a Convolutional neural network | Continue reading


@towardsdatascience.com | 3 years ago

Automatically unlock andlock Ubuntu system using Opencv

I have implemented an auto face unlock technique using OpenCV and face recognition library. | Continue reading


@towardsdatascience.com | 3 years ago

Backtest Your Trading Strategy with Only 3 Lines of Python Using Fastquant

Introducing fastquant, a simple backtesting framework for data driven investors | Continue reading


@towardsdatascience.com | 3 years ago

A gentle introduction to HDBSCAN and density-based clustering

Explaining HDBSCAN in ~5 minutes | Continue reading


@towardsdatascience.com | 3 years ago

A New Yorker’s Guide to Airbnb Pricing [Pre-2020]

An iterative approach to Machine Learning pipelines | Continue reading


@towardsdatascience.com | 3 years ago

Dask vs. Vaex for Big Data

Can you really process bigger than memory datasets on your laptop? Is Dask faster than Vaex? I did some benchmarking so you don’t have to. | Continue reading


@towardsdatascience.com | 3 years ago

State of NLProc Research in 2020

Not for the faint hearted! | Continue reading


@towardsdatascience.com | 3 years ago

How to keep up with latest research and trends in ML

The hype around ML resulted in a dramatic increase in research and interest in this field. In this post, I’m sharing my way of keeping… | Continue reading


@towardsdatascience.com | 3 years ago

Semi-Supervised Machine Learning to Detect Criminal Investment in Real Estate

Applying Semi-Supervised Machine Learning to Property Data from Bexar County, Texas | Continue reading


@towardsdatascience.com | 3 years ago

Implementing gRPC server using Python

Your next API doesn’t need to be built with REST and JSON. How about gRPC and Protocol Buffers for better performance and structure? | Continue reading


@towardsdatascience.com | 3 years ago

Getting Started With: Geospatial Libraries

A selection of most valuable libraries in Python | Continue reading


@towardsdatascience.com | 3 years ago

Top Subreddits Every Data Scientist Should Join

10 Subreddits You MUST Join on Reddit if you are a Data Science, Machine Learning, Deep Learning or Artificial Intelligence Enthusiast. | Continue reading


@towardsdatascience.com | 3 years ago

Midas: A New Baseline for Anomaly Detection in Graphs

Researchers have developed a new approach to anomaly detection called MIDAS, which uncovers microcluster anomalies or sudden groups of… | Continue reading


@towardsdatascience.com | 3 years ago

Top Seven Things to Know About Dstack.ai

dstack.ai: Collaborate !! Create !! Communicate !! | Continue reading


@towardsdatascience.com | 3 years ago

Forget about Python. Learn COBOL and become a crisis hero

Why a programming dinosaur is the most sought-after language right now | Continue reading


@towardsdatascience.com | 3 years ago

Do Not Use “+” to Join Strings in Python

A comparison of the approaches for joining strings in Python, using “+” and join() method. | Continue reading


@towardsdatascience.com | 3 years ago

Surprise and the Tale of Entropy

Today, I am starting my small article, with an interesting question. Suppose one day while it was raining outside you stepped out of home… | Continue reading


@towardsdatascience.com | 3 years ago

GitHub Stars Are Overvalued

There’s more to an open source project than its star count | Continue reading


@towardsdatascience.com | 3 years ago

Building a Matplotlib to Plotly Chart Conversion Tool

An experiment in converting Matplotlib plots to Plotly plots | Continue reading


@towardsdatascience.com | 3 years ago

Babies are awesome Humans are the OG neural net

Even though AI and neuroscience are similar in many ways, they are not identical. | Continue reading


@towardsdatascience.com | 3 years ago

The data scientists are there to validate our choices

I heard an interesting story from one of my friends working in data science. Let’s call him Bob. | Continue reading


@towardsdatascience.com | 3 years ago

The Calculus According to Leibniz

How Leibniz Derived the Famous Formula for Integration by Parts | Continue reading


@towardsdatascience.com | 3 years ago

Grouping and aggregating data using SQL

Data science lesson 4: How group and aggregate data using the SQL keywords GROUP BY, MIN, MAX, COUNT, AVG and SUM with a Spice Girls… | Continue reading


@towardsdatascience.com | 3 years ago

Deploy Any Python Project to Kubernetes

It’s time to dive into Kubernetes and bring your Python project to Cloud with this fully-fledged project template! | Continue reading


@towardsdatascience.com | 3 years ago