A Bayesian Workflow with PyMC and ArviZ

Does hate sound the same in all languages?

Friend or Foe: Comparison of R & Python in Data Wrangling & Visualization

Interpretable Machine Learning: How to make black box...

Law, ethics and machine learning - a curious ménage...

Lessons Learned as a Product Manager in Data Science

Leveraging the advantages of Bayesian Methods to build a data science product using PyMC3

Loss Function Theory 101

Machine learning with little data - from digital twin to...

Making the complex simple in data viz

Professional Development and Career Progression for Data Scientists

Rethinking Open Source in the Era of Cloud & Machine Learning

Take control of your hearing: Accessible methods...

The Sound of Silence: Online Misogyny and How we Model It

Transforming a Legacy System into a Bias-Mitigating AI...

Tutorial: Decentralized and Privacy-Preserving ML via TensorFlow Federated

Tutorial: Managing the end-to-end machine learning lifecycle with MLFlow

Tutorial: Using machine learning for Level Generation in Snake (video-game)

Version Control for Data Science

Why you don't see many real-world applications of...

Your Name is Invalid!

10 Years of Automated Category Classification for Product Data

A Tour of JupyterLab Extensions

Active Learning with Bayesian Nonnegative Matrix Factorization...

Are you sure about that?! Uncertainty Quantification in AI

Avoiding ML FOBO

Birds of a feather flock together - Tracking pigeons with...

Current affairs, updates, and the roadmap of scikit-learn and...

Dash: Interactive Data Visualization Web Apps with no Javascript

Data Literacy for Managers

Detecting and Analyzing Solar Panels in Switzerland using...

Embrace uncertainty! Why to go beyond point estimators for...

Equivariance in CNNs: how generalising the weight-sharing...

Gaussian Process for Time Series Analysis

Gaussian Progress

How strong is my opponent? Using Bayesian methods for skill...

How to write tests that need a lot of data?

Panel: Turn any notebook into a deployable dashboard

Should I stay or should I go? Optimal exercise decisions...

skorch: A scikit-learn compatible neural network library...

Tackle the problems that really matter - leverage...

Tools that help you get your experiments under control

Tutorial: Fairness in decision-making with AI: a practical guide & hands-on tutorial using Aequitas

Tutorial: Quantum computing with Python

Using adversarial samples to break and robustify your...

Using Overhead Video Capture to Analyse Grouping Behaviour of...

Want to have a positive social impact as a data scientist?

AI Intentions and Code Completion

Algo.Rules - How do we get the ethics into the code?

Applying deployment oriented mindset for building Machine...

Automated Feature Engineering and Selection in Python

Automating feature engineering for supervised learning?...

Creating an Interactive ML Conference Showcase

Fighting fraud: finding duplicates at scale

Hide Code, Minimize Dependencies, Boost Performance - The...

How to choose better colors for your data visualizations

Julia for Python

Kartothek - Table management for cloud object stores powered...

Play Stupid Games, Win Stupid Prizes

Practical DevOps for the busy data scientist

Privacy-preserving Machine Learning for text processing

Production-level data pipelines that make everyone happy using... | PyData Austin 2019

Time Series Anomaly Detection for Bottling Machine

Time series modelling with probabilistic...

Tutorial: Get to grips with pandas and scikit-learn

Tutorial: Hidden Markov Models for Chord Recognition - Intuition and Applications

Visualizing Interactive Graph Networks in Python

vtext: text processing in Rust with Python bindings

Where Linguistics meets Natural Language Processing

Why you should (not) train your own BERT model for...