Preparing PDFs for RAGs

by Dr. Owns | Jan 17, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

I created a graph storage from dozens of annual reports (with tables)Continue reading on Towards Data Science » ​I created a graph storage from dozens of annual reports (with tables)Continue reading on Towards Data Science »  data-science, pdf, retrieval-augmented,...

Influential Time-Series Forecasting Papers of 2023–2024: Part 1

by Dr. Owns | Jan 17, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Exploring the latest advancements in time seriesContinue reading on Towards Data Science » ​Exploring the latest advancements in time seriesContinue reading on Towards Data Science »  artificial-intelligence, data-science, deep-learning, time-series-forecasting,...

What Did I Learn from Building LLM Applications in 2024? — Part 2

by Dr. Owns | Jan 17, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

What Did I Learn from Building LLM Applications in 2024? — Part 2An engineer’s journey to building LLM-powered applicationsIllustration of building AI application (image by author — generated using DALLE-3)In part 1 of this series, we discussed use case selection,...

Learnings from a Machine Learning Engineer — Part 4: The Model

by Dr. Owns | Jan 16, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Practical insights for a data-driven approach to model optimizationContinue reading on Towards Data Science » ​Practical insights for a data-driven approach to model optimizationContinue reading on Towards Data Science »  image-cla, ai-model-deployment,...

Learnings from a Machine Learning Engineer — Part 3: The Evaluation

by Dr. Owns | Jan 16, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Practical insights for a data-driven approach to model optimizationContinue reading on Towards Data Science » ​Practical insights for a data-driven approach to model optimizationContinue reading on Towards Data Science »  hands-on-tutorials, machine-learning-engineer,...

Learnings from a Machine Learning Engineer — Part 2: The Data Sets

by Dr. Owns | Jan 16, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Practical insights for a data-driven approach to model optimizationContinue reading on Towards Data Science » ​Practical insights for a data-driven approach to model optimizationContinue reading on Towards Data Science »  image-classification,...