Query Active Directory for IT Ops – dataflow analytics blog

We now support querying Active Directory within your enterprise. Some of the reports you can create include:

Determine who’s still using Windows XP on your network
Create org charts and enrich with public data
Know which departments are commonly targeted for phishing / spam

About
Latest Posts

Lars Fiedler

Lars has comprehensive expertise building large complex software systems, and has served as a Software Engineer at MIT’s Lincoln Laboratory from 2010-2014, where he began developing Composable Analytics. Prior to joining Lincoln Laboratory, Lars worked as a Software Engineer at Microsoft Corporation from 2006 to 2010. Lars received his MS in Computer Science from Georgia Institute of Technology in 2004, and his BS in Computer Science from Georgia Tech in 2003.

Latest posts by Lars Fiedler (see all)

Code Reuse and Modularity in Composable - January 2, 2019
DataOps: Straightforward Data Migration - December 31, 2018
WIX: Scheduling a custom database upgrade to happen After=”InstallSqlData” and Before=”StartServices” - October 24, 2018

KDnuggets

Upcoming Webinar, Machine Learning Vital Signs: Metrics and Monitoring Models in Production

In this upcoming webinar on Oct 23 @ 10 AM PT, learn why you should invest time in monitoring your machine learning models, the dangers of not paying attention to how a model’s performance can change over time, metrics you should be gathering for each model and what they tell you, and much more.

Beyond Word Embedding: Key Ideas in Document Embedding

This literature review on document embedding techniques thoroughly covers the many ways practitioners develop rich vector representations of text -- from single sentences to entire books.

There is No Such Thing as a Free Lunch: Part 1

You have heard the expression “there is no such thing as a free lunch” – well in machine learning the same principle holds. In fact there is even a theorem with the same name.

The problem with metrics is a big problem for AI

The practice of optimizing metrics is not new nor unique to AI, yet AI can be particularly efficient (even too efficient!) at doing so.

An ODSC West Guide to the Most Important Topics in Data Science Right Now

In this article, we’ll outline just a few of the most important topics in data science that our speakers will be presenting on at ODSC West Oct 29 - Nov 1 in San Francisco.

8 Paths to Getting a Machine Learning Job Interview

While you may be focused on your performance during your next job interview, landing that interview can be just as hard. Check out these tips for finding and securing an interview for a machine learning job.

Lemma, Lemma, Red Pyjama: Or, doing words with AI

If we want a machine learning model to be able to generalize these forms together, we need to map them to a shared representation. But when are two different words the same for our purposes? It depends.

Activation maps for deep learning models in a few lines of code

We illustrate how to show the activation maps of various layers in a deep CNN model with just a couple of lines of code.

Top KDnuggets tweets, Oct 02-08: Turn #Python Scripts into Beautiful ML Tools – with Streamlit, an app framework built for #MachineLearning engineers

Also: 12 things I wish I'd known before starting as a Data Scientist; 10 Free Top Notch Natural Language Processing Courses; The Last SQL Guide for Data Analysis; The 4 Quadrants of #DataScience Skills and 7 Principles for Creating a Viral DataViz.

Math for Programmers..

Math for Programmers teaches you the math you need to know for a career in programming, concentrating on what you need to know as a developer.