10 Compelling Machine Learning Dissertations from Ph.D. Students
As a data scientist, an integral part of my work in the field revolves around keeping current with research...

AcademiaMachine LearningResearchAcademic Researchposted by Daniel Gutierrez, ODSC Jun 18, 2019

As a data scientist, an integral part of my work in the field revolves around keeping current with research...
Top 10 Big Data Blunders, Part 2

Top 10 Big Data Blunders, Part 2

Accelerate AIEast 2019Accelerate AIposted by Elizabeth Wallace, ODSC Jun 17, 2019

In the first part of the series, Dr. Stonebraker outlined five ways to know for sure companies are making...
Building Data Science Teams: What Do You Need to Know?

Building Data Science Teams: What Do You Need to Know?

Accelerate AIEast 2019Accelerate AIposted by Elizabeth Wallace, ODSC Jun 13, 2019

Building a data science team from scratch involves more than just a list of requirements scraped from HR. Your...
3 Unique Ways to Get a Job in Data Science

3 Unique Ways to Get a Job in Data Science

Career InsightsNYC 2019Career Insightsposted by Alex Landa, ODSC Jun 12, 2019

All too often, job seekers focus too much on building their skill sets without thinking about the softer skills...
Trends in AI: Towards Learning Systems That Require Less Annotation

Trends in AI: Towards Learning Systems That Require Less Annotation

Conferencesodsc eastOpinionConferencesposted by Elizabeth Wallace, ODSC Jun 12, 2019

There’s a lot of hype surrounding AI. Unfortunately, a lot of it is hyperbolic warnings about how we’ll lose...
How to Write a Better Data Science Job Description

How to Write a Better Data Science Job Description

Accelerate AIBusinessAccelerate AIposted by Elizabeth Wallace, ODSC Jun 7, 2019

You’ve been looking to make a data science team, but you can’t get the right person. Too many terrible...
Top 10 Big Data Blunders Part 1

Top 10 Big Data Blunders Part 1

Accelerate AIEast 2019Accelerate AIposted by Elizabeth Wallace, ODSC Jun 6, 2019

Your company is making the move to big data initiatives, but with so many organizations launching half-baked data initiatives,...
Using Auto-sklearn for More Efficient Model Training
Applying a machine learning algorithm to any number of data-related tasks can be an enormous time saver, but the...

AutoMLConferencesMachine LearningMachine Learningposted by Luke Coughlin Jun 14, 2019

Applying a machine learning algorithm to any number of data-related tasks can be an enormous time saver, but the...
Building a Custom Convolutional Neural Network in Keras

Building a Custom Convolutional Neural Network in Keras

Neural NetworkModelingposted by Nathaniel Jermain Jun 11, 2019

In this article, we’ll walk through building a convolutional neural network (CNN) to classify images without relying on pre-trained...
Adversarial Attacks on Deep Neural Networks

Adversarial Attacks on Deep Neural Networks

ConferencesNeural Networksodsc eastConferencesposted by Elizabeth Wallace, ODSC Jun 11, 2019

Our deep neural networks are powerful machines, but what we don’t understand can hurt us. As sophisticated as they...
How to Use Deep Learning to Write Shakespeare

How to Use Deep Learning to Write Shakespeare

Deep LearningGuest contributorposted by Rosaria Silipo Jun 6, 2019

LSTM recurrent neural networks can be trained to generate free text. Let’s see how well AI can imitate the...
Strategies for Addressing Class Imbalance

Strategies for Addressing Class Imbalance

Machine LearningMachine Learningposted by Nathaniel Jermain Jun 6, 2019

Class imbalance is common in real-world datasets. For example, a dataset with examples of credit card fraud will often...
Building Your First Bayesian Model in R

Building Your First Bayesian Model in R

Machine LearningMachine Learningposted by Nathaniel Jermain Jun 5, 2019

Bayesian models offer a method for making probabilistic predictions about the state of the world. Key advantages over a...
The Most Exciting Natural Language Processing Research of 2019 So Far

The Most Exciting Natural Language Processing Research of 2019 So Far

NLPResearchNLP/Text Analyticsposted by Luke Coughlin May 31, 2019

The data revolution isn’t just about numbers, as researchers are teaching machines how to process natural language as data....

Kubeflow and Beyond: Automation of Model Training, Deployment and Testing

Very often a workflow of training models and delivering them to the production environment contains loads of manual work. This could entail either building a Docker image and deploying it to the Kubernetes cluster, or packing the model to the Python package and installing it to your Python application. Or even changing your Java classes with the defined weights and re-compiling the whole project. Not to mention that all of this should be followed by testing your model’s performance. It hardly could be named “continuous delivery” if you do it all manually. Imagine you could run the whole process of assembling/training/deploying/testing/running model via a single command in your terminal. In this webinar, we present a way to build the whole workflow of data gathering/model training/model deployment/model testing into a single flow and run it with a single command.

Building Data Science Teams: What Do You Need to Know?
Building a data science team from scratch involves more than just a list of requirements scraped from HR. Your...

Accelerate AIEast 2019Accelerate AIposted by Elizabeth Wallace, ODSC Jun 13, 2019

Building a data science team from scratch involves more than just a list of requirements scraped from HR. Your...
Trends in AI: Towards Learning Systems That Require Less Annotation

Trends in AI: Towards Learning Systems That Require Less Annotation

Conferencesodsc eastOpinionConferencesposted by Elizabeth Wallace, ODSC Jun 12, 2019

There’s a lot of hype surrounding AI. Unfortunately, a lot of it is hyperbolic warnings about how we’ll lose...
Adversarial Attacks on Deep Neural Networks

Adversarial Attacks on Deep Neural Networks

ConferencesNeural Networksodsc eastConferencesposted by Elizabeth Wallace, ODSC Jun 11, 2019

Our deep neural networks are powerful machines, but what we don’t understand can hurt us. As sophisticated as they...
ODSC East 2019 Review: Training, AI for Business, and more.

ODSC East 2019 Review: Training, AI for Business, and more.

East 2019Conferencesposted by Kailen Santos Jun 5, 2019

After four days chock-full of workshops, networking, and talk of revolutionizing industries with the help of data science, ODSC...
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3 Unique Ways to Get a Job in Data Science
All too often, job seekers focus too much on building their skill sets without thinking about the softer skills...

Career InsightsNYC 2019Career Insightsposted by Alex Landa, ODSC Jun 12, 2019

All too often, job seekers focus too much on building their skill sets without thinking about the softer skills...
Making Sense of Confusing Data Science Job Postings

Making Sense of Confusing Data Science Job Postings

careersCareer Insightsposted by Elizabeth Wallace, ODSC May 17, 2019

If you’re searching for your first or next data science job, the job placement ads probably vary from confusing...
How to Become a Freelance Data Scientist

How to Become a Freelance Data Scientist

Career InsightsCareer Insightsposted by Daniel Gutierrez, ODSC Apr 18, 2019

When the demand for workers in a particular professional field rises, it tends to be easier to act as...
Forging a Career Path in Data Science From Beginner to Expert – ODSC Career Expo

Forging a Career Path in Data Science From Beginner to Expert – ODSC Career Expo

Career Insightsodsc eastCareer Insightsposted by ODSC Team Apr 15, 2019

Data Science, data engineering, and machine learning jobs continue to rank as some of the most sought after and...
What is iPaaS and Why Should Your Business Care?
AI, cloud computing, and massive data. It’s getting beyond the capability of most companies and organizations to host and...

Accelerate AIAccelerate AIposted by Elizabeth Wallace, ODSC Jun 18, 2019

AI, cloud computing, and massive data. It’s getting beyond the capability of most companies and organizations to host and...
Top 10 Big Data Blunders, Part 2

Top 10 Big Data Blunders, Part 2

Accelerate AIEast 2019Accelerate AIposted by Elizabeth Wallace, ODSC Jun 17, 2019

In the first part of the series, Dr. Stonebraker outlined five ways to know for sure companies are making...
Building Data Science Teams: What Do You Need to Know?

Building Data Science Teams: What Do You Need to Know?

Accelerate AIEast 2019Accelerate AIposted by Elizabeth Wallace, ODSC Jun 13, 2019

Building a data science team from scratch involves more than just a list of requirements scraped from HR. Your...