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Chris Kachris
  • Male
  • Wilmington, DE
  • United States
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Chris Kachris's Page

Profile Information

Short Bio:
Chris Kachris is the CEO and co-founder of InAccel, Inc. InAccel helps companies speedup their ML applications on the cloud using FPGA-based accelerators.
Company:
InAccel
Job Title:
CEO
Seniority:
C-Level
Job Function:
Data Science, Machine Learning
Industry:
Machine learning
LinkedIn Profile:
http://www.linkedin.com/in/kachris/
Interests:
Contributing, Networking, New venture

Chris Kachris's Blog

Speedup by 10x the Hyperparameter tuning of ML applications on Kubeflow using FPGAs

Posted on April 6, 2020 at 10:30pm 0 Comments

Kubernetes is a great system for handling clusters of containers (whether on cloud or on-premise), but deploying and managing containerized applications for ML can be a challenging task.

Kubeflow is known as a machine learning toolkit for Kubernetes. It is an open source project used for making deployments of machine learning workflows on Kubernetes…

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Run 100x faster your Scikit-learn ML apps: A use case on Naive Bayes

Posted on February 25, 2020 at 2:00am 0 Comments

Scikit-learn (also known as sklearn) is a widely used free software machine learning library for the Python programming language. It has been adopted by many companies and universities as it features various classification, regression and clustering algorithms including support vector machines, random forests, gradient boosting, and k-means. SKlearn is designed to interoperate with the Python numerical and scientific libraries NumPy and SciPy.

Scikit-learn is largely written in Python…

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Performance evaluation of cloud computing platforms for Machine Learning

Posted on December 12, 2019 at 4:30am 0 Comments

A use case on Logistic regression training

Over the last few years there are several efforts for more powerful computing platforms to face the challenges imposed by emerging applications like machine learning. General purpose CPUs have been developed specialized ML modules, GPUs and FPGAs with specialized engines are…

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Accelerating data science and HPC applications with FPGAs using Jupyter Hub, instantly.

Posted on November 11, 2019 at 12:30am 0 Comments

Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.

Due to its simplicity it has gained wide popularity among the data scientists and the HPC users that want to create and share applications that integrates the code, the…

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