Domino Data Lab

APRIL 6, 2021

Let’s use an actor to hold the DNS data. Until now, we’ve had a bottleneck trying to access the single dictionary and it was “stuck” in our driver ipython process. First, here’s the DNSServer Ray actor: import ray @ray.remote class DNSServer(object): def __init__(self, initial_addresses): # A dictionary of names to IP addresses.

Data Science 81

Data Science Machine Learning Optimization Modeling 81

Cloudera

JANUARY 30, 2019

It’s official – Cloudera and Hortonworks have merged , and today I’m excited to announce the availability of Cloudera Data Science Workbench (CDSW) for Hortonworks Data Platform (HDP). Trusted by large data science teams across hundreds of enterprises —. Sound familiar? What is CDSW?

Data Science 76

Data Science Machine Learning Experimentation Visualization 76

Domino Data Lab

AUGUST 22, 2019

Data scientists and researchers require an extensive array of techniques, packages, and tools to accelerate core work flow tasks including prepping, processing, and analyzing data. Utilizing NLP helps researchers and data scientists complete core tasks faster. Preprocessing Natural Language Data. Example 11.4

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

Domino Data Lab

AUGUST 26, 2019

This article provides an excerpt of “Tuning Hyperparameters and Pipelines” from the book, Machine Learning with Python for Everyone by Mark E. The excerpt and complementary Domino project evaluates hyperparameters including GridSearch and RandomizedSearch as well as building an automated ML workflow. Introduction.

Testing 79

Testing Modeling Machine Learning Metrics 79

Domino Data Lab

JULY 1, 2021

The model achieves relatively high accuracy and all data and code is freely available in the article. The drawback with statistical model-based techniques is that the automated extraction of a comprehensive set of rules requires a large amount of labeled training data. Data exploration and preparation.

Modeling 111

Modeling Statistics Testing Metrics 111