Career Coaching for Data Professionals
Building trustworthy data pipelines because AI cannot learn from dirty data
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
How to measure the similarity of sequence values
Levenshtein distance and Kendall tau distance
10 Jul 2019
Measuring document similarity in machine learning
How to measure the similarity of two datasets?
08 Jul 2019