A Brief History of Jupyter Notebooks

Accessible Python education for schoolgirls using Avocados, Zombies, and Korean!

Automating machine learning workflow with DVC

Building The Perfect Personalised Menu Using Python

Corona-Net

Decision Science with Probabilistic Programming

Developing a match-making algorithm between customers and Go-Jek products!

Docker and Python: making them play nicely and securely for Data Science and ML

Making Pandas Fly

Mastering a data pipeline with Python: 6 years of learned lessons from mistakes

NLPeasy - a Workflow to Analyse, Enrich, and Explore Textual Data

Painless Machine Learning in Production

Practical Optimisations for Pandas

Probabilistic Forecasting with DeepAR and AWS SageMaker

Sharing Reproducible Python Environments with Binder

Speed Up Your Data Processing

Supercharge your Data Science workflow with Notebooks, VS Code, and Azure

The Python Data Visualization Landscape in 2020

Top 15 Python Tips for Data Cleaning/ Understanding

Train. Serve. Deploy! Story of a NLP Model ft. PyTorch, Docker, Uwsgi and Nginx

Writing Extensions and Bindings for GPU made Easy

Addressing the Scarcity of Data Scientist

Develop Data Science for Business Value: a Phoenix Story

Productionalizing a Data Science Team

What the...? Data Science Questions Asked and Answered

What is causal inference, and why should data scientists know?

Audio Classification with Machine Learning

Building Data-Driven Client Relationship Management in Banking with Python

Deep Learning with TensorFlow 2.0

Machine learning on non curated data

Natural language processing with neural networks.

PlotVR - walk through your data

The state of Machine Learning Operations in 2019

“When a biologist met Python”

Accelerate your Deep Learning Inferencing with the Intel® DL Boost technology

Bioinformatics pipeline for revealing tumour heterogeneity

Building a Powerful Pet Detector in Notebooks

Dash: Interactive Data Visualization Web Apps with no Javascript

Do we have a diversity problem in Python community?

Image processing with scikit-image and Dash

Opt Out of Online Sexism – Open Source Activism

Supercharge your Deep Learning algorithms with optimized software

What about recommendation engines?

Predicting Human Activity using Time Series Analysis

Data Science and Machine Learning with Python

Open Sourcing at Work

An Idiots Guide to (Open) Data Science

Functional Programming for Data Science

Build text classification models ( CBOW and Skip-gram) with FastText in python

Enabling the chip technologies of tomorrow – how Python helps us

From exploration to deployment - combining PyTorch and TensorFlow for Deep Learning

Prototyping to tested code

Satellite data is for everyone: insights into modern remote sensing research with open data and Python

Strongly typed datasets in a weakly typed world

Beyond Jupyter Notebooks - Building your own Data Science platform with Python & Docker

Big Data Systems Performance: The Little Shop of Horrors

Bonobo, Airflow and Grafana to visualize your business

Data science complexity and solutions in real industrial projects

Data Science meets Data Protection: Keeping your data secure while learning from it.

Driving simulation and data analysis of magnetic nanostructures through Jupyter Notebook

Fulfilling Apache Arrow's Promises: Pandas on JVM memory without a copy

Interactive Visualization of Traffic Data using Bokeh

Introduction to Docker for Pythonistas

Measuring the hay in the haystack: quantifying hidden variables using Bayesian Inference

Microservices from the trenches: how we delivery fancy sofas across Europe

Processing Geodata using Python

Solving Data Science Problems using a Jupyter Notebook and SAP HANA's in-database Machine Learning Libraries

Stretchy - NoSQL Database behind REST API

A Day Has Only 24±1 Hours: import pytz

Active Learning - Building Semi-supervised Classifiers when Labeled Data is not Available

Binder - lowering the bar to sharing interactive software

Distributed Hyperparameter search with sklearn and kubernetes

Germany's next topic model

Productionizing your ML code seamlessly

reticulate: R interface to Python

Scalable Scientific Computing using Dask

Docker for Data Science

Databases for Data Science

Recent advancements in NLP and Deep Learning: A Quant's Perspective

Python & Industry 4.0: a real world case

Data science in Python

An introduction to PyMC3

Connecting PyData to other Big Data Landscapes using Arrow and Parquet

Data Plumbing 101 - ETL Pipelines for Everyday Projects

Data Science Project for Beginners

Deep Learning for Computer Vision

Effective Data Analysis with Pandas Indexes

Flow is in the Air: Best Practices of Building Analytical Data Pipelines with Apache Airflow

Getting Scikit-Learn To Run On Top Of Pandas

Large-scale machine learning pipelines using Luigi, PySpark and scikit-learn

Modern ETL-ing with Python and Airflow (and Spark)

Sport analysis with Python

Synthetic Data for Machine Learning Applications

The eye of the Python, an eye tracking system. From zero to... what eye learned

The Python Ecosystem for Data Science: A Guided Tour

Time series feature extraction with tsfresh - “get rich or die overfitting”

Turbodbc: Turbocharged database access for data scientists

Data Science & Data Visualization in Python. How to harness power of Python for social good?

Marketing Data Science

How to use pandas the wrong way

Dev Ops meets Data Science Taking models from prototype to production with Docker

You got your engineering in my Data Science: Addressing the reproducibility crisis

Keynote: How Open Data Science Opens the World of Innovation

Scaling up to Big Data Devops for Data Science

When Worlds Collide: Productionalizing a Data Science Model

Keynote: Using Data Science for Social Good: Examples, Opportunities, and Challenges

How do I apply a function to a pandas Series or DataFrame?

How do I create a pandas DataFrame from another object?

How do I change display options in pandas?

How do I avoid a SettingWithCopyWarning in pandas?

How do I find and remove duplicate rows in pandas?

How do I work with dates and times in pandas?

Constructing Models to Deal with Missing Data

Give Your Data an Entrance Exam: Tools from Psychometrics for Data Quality Evaluation

How do I create dummy variables in pandas?

More of your pandas questions answered!

How do I use pandas with scikit-learn to create Kaggle submissions?

How do I make my pandas DataFrame smaller and faster?

When should I use the "inplace" parameter in pandas?

How do I select multiple rows and columns from a pandas DataFrame?

What do I need to know about the pandas index? (Part 2)

What do I need to know about the pandas index? (Part 1)

How do I handle missing values in pandas?

How do I explore a pandas Series?

When should I use a "groupby" in pandas?

How do I change the data type of a pandas Series?

How do I use string methods in pandas?

How do I use the "axis" parameter in pandas?

Your pandas questions answered!

How do I apply multiple filter criteria to a pandas DataFrame?

How do I filter rows of a pandas DataFrame by column value?

How do I sort a pandas DataFrame or a Series?

How do I remove columns from a pandas DataFrame?

How do I rename columns in a pandas DataFrame?

Why do some pandas commands end with parentheses (and others don't)?

How do I select a pandas Series from a DataFrame?

What is pandas? (Introduction to the Q&A series)

How do I read a tabular data file into pandas?

Matplotlib Plot Tutorial: Histograms, Scatter Plots & Legend

How to evaluate a classifier in scikit-learn

How to find the best model parameters in scikit-learn

Selecting the best model in scikit-learn using cross-validation

Data science in Python: pandas, seaborn, scikit-learn

Comparing machine learning models in scikit-learn

Training a machine learning model with scikit-learn

Getting started in scikit-learn with the famous iris dataset

Setting up Python for machine learning: scikit-learn and IPython Notebook

What is machine learning, and how does it work?