HPEDSI
212 Scientific Programming with Python
Python is an easy to learn, powerful programming language. It has efficient high-level data structures that make it suit..
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221 Data Science and Scientific Computing using Julia
This course is an introduction to the Julia programming language. Julia is the fastest modern open-source language for d..
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302 Parallel Computing with MPI
The Message Passing Interface (MPI) Standard is a standardized library for exchanging messages between multiple computer..
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313 - Introduction to Natural Language Processing and Large Language Models
In today's data-driven world, the ability to work with and understand human language is a critical skill. This course in..
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400 Introduction to Bioinformatics
400 Introduction to Bioinformatics This special topic course will introduce students to the field of bioinformatics..
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411 - Selected Topics in AI
This course introduces additional topics in AI, including ethics and aesthetics and discussions about how AI might chang..
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Introduction to Deep Learning
Deep learning is the science of developing statistical methods that quantify relationships within data. This branch of m..
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261 Principles of Data Management
Today, multiple resources such as Social Media/Healthcare applications/Banking Applications so on generate a large volum..
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101 Introduction to Cluster Computing: Linux, shell scripting, queuing systems, cluster architecture
This tutorial introduces participants to the computing environment found in UH high-performance computing clusters such ..
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271 Excel for Data Science
This hands-on course introduces the key concepts for business data analytics with MS Excel and serves as an analytics li..
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311 Introduction to Machine Learning
Machine learning is the science of developing statistical methods that quantify relationships within data. This branch o..
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303 GPU Programming
This course covers MATLAB/CUDA/OpenACC on GPUs, It is divided into 2 main parts:Part 1: Use of CUDA which makes it easie..
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211 R for Data Science
This course will teach you a basic understanding of how to program in R. You will learn how to use the R Studio software..
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301 Parallel computing with OpenMP
In today’s multicore world, one-socket single-core systems are almost extinct. Reasonable performance gains could be ext..
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251 Data Visualization using Paraview and Tableau
This tutorial will provide hands-on skills to use modern data visualization and analysis platforms, specifically the ope..
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201 Scientific Computing in C++
C++ is one of the most widely used programming languages, particularly in the STEM fields. Various C++ compilers are ava..
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