Data Craft - making data pipelines trustworthy
Using keras-tuner to tune hyperparameters of a TensorFlow model
Tuning Keras hyperparameters with keras-tuner
07 Aug 2019
Understanding the Keras layer input shapes
What is the input_shape in Keras/TensorFlow?
05 Aug 2019
How to train a model in TensorFlow 2.0
Using the built-in Keras in TensorFlow 2.0
02 Aug 2019
How to train a Reinforcement Learning Agent using Tensorflow Agents
The reinforcement learning loop with Tensorflow Agents
31 Jul 2019
How to use a custom metric with Tensorflow Agents
How to define a new Tensorflow Agents metric and add it to the driver
29 Jul 2019
How to use a behavior policy with Tensorflow Agents
Random and scripted behavior policies
26 Jul 2019
How to create an environment for a Tensorflow Agent?
24 Jul 2019
Deep Q-network terminology in plain English
The terminology used in the paper "Human-level control through deep reinforcement learning"
22 Jul 2019
Bellman equation explained
The fundamental equation of reinforcement learning
19 Jul 2019
Dependencies between DAGs: How to wait until another DAG finishes in Airflow?
In this article, I am going to show how to set up dependencies between two DAGs. Imagine that I have a DAG that dumps data from production databases and another...
17 Jul 2019
How to run Airflow in Docker (with a persistent database)
In this blog post, I am going to show you how to prepare the minimalist setup of puckel/docker-airflow Docker image that will run a single DAG and store logs persistently...
15 Jul 2019
Using machine learning for software testing
How to sample production data to get representative testing dataset?
12 Jul 2019