by Greggory Elias | Dec 21, 2022 | Enterprise AI, How to, LLMs / NLP, Project Management
6 Tips For Leading a Machine Learning Project Machine Learning and Deep Learning are no longer just hype and buzzwords. The once frontier technology has evolved into a crucial component of the technology stack of enterprises and startups; this has transformed software...
by Greggory Elias | Dec 19, 2022 | Enterprise AI, LLMs / NLP, Project Management
6 Reasons Why AI Projects Fail It seems AI is present everywhere but the reality is that many businesses are experiencing problems in successfully implementing AI. According to the MIT SMR-BCG Artificial Intelligence Global Executive Study and Research Report, seven...
by Greggory Elias | Dec 15, 2022 | Enterprise AI, LLMs / NLP, Project Management
10 Things Projects Managers Should Know Before Starting an AI Project AI and machine learning technologies are transforming the way organizations streamline their business processes and operations. Across industries, companies are realizing the benefits of AI...
by Greggory Elias | Dec 10, 2022 | Enterprise AI, How to, LLMs / NLP
9 Ways Companies Use AI for Social Listening Customer engagement is a key ingredient for the success of any business enterprise. To succeed at marketing, organizations need to align themselves with the voices and expectations of their target audience. That’s not...
by Greggory Elias | Sep 13, 2022 | Enterprise AI, LLMs / NLP, Project Management
6 Problems AI is Good At Solving Over 85% of data science projects fail to go beyond testing and into production. If everyone is starting a Machine Learning / Artificial Intelligence project, where is it going wrong? With this post it should help you to focus on...
by Greggory Elias | Dec 29, 2020 | Enterprise AI, How to, LLMs / NLP
Tutorial: How to pre-train ELECTRA for Spanish from Scratch Originally published by Skim AI’s Machine Learning Researcher, Chris Tran. Introduction This article is on how pre-train ELECTRA, another member of the Transformer pre-training method family, for...
by Greggory Elias | Dec 28, 2020 | Enterprise AI, How to, LLMs / NLP
Tutorial: How to Fine-tune BERT for NER Originally published by Skim AI's Machine Learning Researcher, Chris Tran. Introduction This article is on how to fine-tune BERT for Named Entity Recognition (NER). Specifically, how to train a BERT variation, SpanBERTa, for...
by Greggory Elias | Dec 28, 2020 | Enterprise AI, How to, LLMs / NLP
Tutorial: How to Fine-Tune BERT for Extractive Summarization Originally published by Skim AI’s Machine Learning Researcher, Chris Tran 1. Introduction Summarization has long been a challenge in Natural Language Processing. To generate a short version of a...
by Greggory Elias | Dec 28, 2020 | Enterprise AI, How to, LLMs / NLP
Named Entity Recognition with Transformers IntroductionPermalink Part I: How We Trained RoBERTa Language Model for Spanish from Scratch In my previous blog post, we discussed how we pretrained SpanBERTa, a transformer language model for Spanish, on a big corpus from...
by Greggory Elias | Dec 11, 2020 | Enterprise AI, LLMs / NLP, Project Management
8 Ways News & Content Companies use A.I. to Save Money and Improve UX The best way to understand the impact of technology is to understand the specifics, examples of how to actually apply technology to solve current problems. The following are 8 common AI...
by Greggory Elias | Dec 9, 2020 | Enterprise AI, LLMs / NLP, Project Management
6 Problems AI is Good At Solving Over 85% of data science projects fail to go beyond testing and into production. If everyone is starting a Machine Learning / Artificial Intelligence project, where is it going wrong? With this post it should help you to focus on the...
by Greggory Elias | Jul 27, 2020 | LLMs / NLP, Project Management
Natural Language Generation and Its Business Applications Natural Language Generation (NLG) As a continued exploration of AI Authors and Robot-Generated news, it is worthwhile to explore some of the technology driving these algorithms. AI designed to generate...
by Greggory Elias | Apr 29, 2020 | How to, LLMs / NLP
SpanBERTa: How We Trained RoBERTa Language Model for Spanish from Scratch Originally published by Skim AI’s Machine Learning Research Intern, Chris Tran. spanberta_pretraining_bert_from_scratch Introduction¶ Self-training methods with transformer models...
by Greggory Elias | Apr 15, 2020 | How to, LLMs / NLP
Tutorial: Fine tuning BERT for Sentiment Analysis Originally published by Skim AI’s Machine Learning Researcher, Chris Tran. BERT_for_Sentiment_Analysis A – Introduction¶ In recent years the NLP community has seen many breakthoughs in Natural Language...
by Greggory Elias | Mar 20, 2020 | Enterprise AI, LLMs / NLP, Project Management
10 Questions to Ask Before Starting a Machine Learning Project Over 80% of data science projects fail to go beyond testing and into production. If everyone is starting a machine learning project, where is it going wrong? Undoubtedly, ML solutions increase efficiencies...
by Greggory Elias | Jan 30, 2020 | Enterprise AI, LLMs / NLP
The new wave in journalism – robot writers? So, how prevalent are robot reporters? What dangers do robot reports pose? What is the likelihood that the article you are reading wasn’t written by a human? A 2015 report stated the AP was generating about 3,000...
by Greggory Elias | Dec 5, 2019 | Enterprise AI, LLMs / NLP, Project Management
Topic Modeling for Product Managers What is Topic Modeling? Topic modeling is a type of natural language processing (NLP) used to find “topics,” or commonly occurring words or groups of words, within a set of documents. Topic models are critical to product managers...
by Greggory Elias | Nov 11, 2019 | LLMs / NLP, Project Management
10 Best Practices for Storing Labeled Data You just had your big idea. You read a lot, and you thought it would be interesting to have a classifier that labels a speaker’s tone and determines their political affiliation. How would you begin to break down the problem... 
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