Tools & Languages Archives - Open Data Science - Your News Source for AI, Machine Learning & more

Three Methods of Data Pre-Processing for Text Classification

Conferences Modeling ODSC Speaker Tools & Languages Workflow pre-processingposted by Nick Acosta October 16, 2019

Editor’s Note: Nick will be presenting on this idea of data pre-processing during the workshop “Choosing The Right Deep Learning Framework: A Deep Learning Approach,” at ODSC Europe in London this November! As a developer advocate at IBM, I work to empower AI, machine learning, and deep learning developers... Read more

From Data to Process to Decision

Guest contributor Modeling Workflowposted by Christine Custis October 10, 2019

I recently published a paper entitled ”Intelligent Decisions: How Businesses Can Improve Processes Using Artificial Intelligence Technologies.” The work focused on the possibility of employing artificial intelligence in the business process management functions of the enterprise. I would like to further explore this concept and investigate the data science... Read more

Data-Driven Exploration of the R User Community Worldwide

Modeling R Tools & Languages R r ladies r user community worldwide r usersposted by R Central September 26, 2019

Authors: Benaiah Ubah, Claudia Vitolo, and Rick Pack R is a programming language and environment for statistical computing and data visualization. An important component of the R ecosystem is its powerful user community, which has continued to expand around the world over the years. In a previous blog post we... Read more

Interpretable Knowledge Discovery Reinforced by Visual Methods

Conferences Data Visualization ODSC Speaker Tools & Languages Data Visualization Interpretable Knowledge Discoveryposted by Boris Kovalerchuk September 25, 2019

Editor’s Note: See Boris Kovalerchuk’s talk “Interpretable Knowledge Discovery Reinforced by Visual Methods” at ODSC West 2019. Visual reasoning and discovery have a long history. Chinese and Indians had visual proof of the Pythagorean Theorem in 600 B.C. before it was known to the Greeks. Scientists such as Bohr,... Read more

Accelerating Deep Learning Recommender Systems by Over 15x Using RAPIDS, PyTorch, and fast.ai

Deep Learning Modeling Tools & Languages Deep Learning rapids Recommender Systemsposted by RAPIDS September 25, 2019

This June, the RAPIDS Deep Learning team took part in the RecSys 2019 Challenge, where we placed 15th out of 1534 teams despite joining the competition in its final weeks. The competition centered around recommending hotel listings to users of the website Trivago, who was the host of the competition. Given a... Read more

Timing the Same Algorithm in R, Python, and C++

Python R Tools & Languages C++Python Rposted by John Mount September 23, 2019

While developing the RcppDynProg R package I took a little extra time to port the core algorithm from C++ to both R and Python. This means I can time the exact same algorithm implemented nearly identically in each of these three languages. So I can extract some comparative “apples to apples” timings. Please read on for a... Read more

How Do You Do an Arithmetic Expression Using Python?

Python Tools & Languages Arithmetic Expressionposted by Divyesh Dharaiya September 17, 2019

Expressions are portrayals of significant value. They are unique in relation to explanation in the way that announcements work on something while expressions are portrayal of significant value. For instance any string is likewise an expressions since it speaks to the estimation of the string also. Python has some... Read more

8 Trending GitHub Projects for Summer 2019

Featured Post Tools & Languages Githubposted by ODSC Team September 10, 2019

GitHub is, without a doubt, the go-to place for repositories in the data science community. As such, we’ve decided to start an open-source data science project series. We’ll round up the best projects we find on GitHub for you to use and learn about. Each is a unique example... Read more

Where is Data Science Heading? Watching R’s Most Popular Packages May Have the Answer

Featured Post R Tools & Languages R r's popular packagesposted by Daniel Gutierrez, ODSC September 9, 2019

Working as both a journalist and data scientist, I’m in a unique position to report on new tools of the profession as well as use them. I’m always seeking out trends surrounding the arrival of said tools because I feel they speak closely to the evolution of the field.... Read more

Deep Learning with TensorFlow 2.0

Conferences Deep Learning ODSC Speaker Tools TensorFlow West 2019posted by Jon Krohn September 6, 2019

Editor’s Note: See Jon’s talk “Deep Learning with TensorFlow 2.0” at ODSC West 2019. This summer, I had a blast speaking at Immersive A.I.—the first annual Open Data Science Conference (ODSC) event in New York. The venue was flawless, the organizers were exceptionally well-prepared, and there was a remarkable... Read more