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Mark III Systems Blog

Michaela Buchanan's Posts

Phrase Comparison in Python

May 3, 2021 | Code and Digital Transformation, Technology and Strategy

In this blog post I will be discussing some easy to implement techniques for comparing strings in Python. I will be mainly focusing on what is known as “fuzzy” string…

Text Preprocessing for NLP: Basic Concepts

February 24, 2021 | Quick Tips

Natural language processing requires the use of large amounts of text in order to train models and make predictions. However, human language is complex and steps must be taken to…

KeyBERT for Keyword Extraction

January 5, 2021 | Code and Digital Transformation

Whenever large amounts of data are generated, one of the biggest challenges can be organizing this data in a useful fashion. Being able to efficiently extract keywords from blocks of…

Reinforcement Learning with OpenAI Gym and Baselines

January 4, 2021 | Code and Digital Transformation

Are you interested in trying out reinforcement learning but don’t know where to begin? The OpenAI Gym and Benchmarks tools are a great resource for beginners looking to jumpstart their…

Car Image Generation Using GANs

November 16, 2020 | Code and Digital Transformation

In this blog post I will be discussing how one can use GANs (generative adversarial networks) to create brand new images based on a given training set. For example, if your training set is composed of…