Knowledge graphs are network graphs that link related concepts and properties together to create a form of inferencing engine, with knowledge engineering being the programming aspect of graph usage. Explore how knowledge graphs are created and queried, how they are used as part of a broader form of enterprise metadata management, and how they tie into ML and the IoT.
The dynamic landscape of customer-centric businesses requires understanding and improving customer satisfaction. Traditional survey analysis rarely yields real-time actionable insights. However, machine learning (ML) predictive… Read More »Leveraging machine learning for predictive analysis in customer satisfaction surveys
This book is for participants in my AI and machine learning certification program. However, it is now free and available to everyone. With tutorials, enterprise-grade… Read More »New Book: Practical GenAI and Machine Learning – Projects and Datasets
This is my third article related to LLM and GPT-like apps. See the first one, “Why and How I Created my Own LLM from Scratch”,… Read More »Better LLMs with Shorter Embeddings: Part 3
This article is more about building better LLM and GPT-like applications, than search. Yet most people use GPT as a substitute for search. Indeed, OpenAI… Read More »Search is Dead, Long Live Search!
Customer success stories illuminate how hardware accelerators speed necessary infrastructure to support all aspects of an accelerated AI and HPC computing datacenter.
Without using any API or any Python library, yet delivering better results. You would think this is a massive undertaking. However, it took me less… Read More »Why and How I Created my Own LLM from Scratch
When people talk about Large Language Models, the most common topics are text summarization, text generation, and answering prompts with GPT. Yet, this is just… Read More »GenAI: Synthesizing DNA Sequences with LLM Techniques
GPT can be a great tool to write or summarize articles, and as a chatbot. But one of the most popular uses is to find… Read More »The Best Kept Secret About LLMs
After playing with GPT for some time, testing GenAI vendor solutions, designing my own, and reading feedback from other users, I uncovered a number of… Read More »Towards Better GenAI: 5 Major Issues, and How to Fix Them
Given how quickly the digital marketing industry changes, keeping up with the most recent trends and technologies can be challenging. Traditional marketing techniques are no… Read More »Machine learning in marketing: 10 use cases and implementation tips
