Data Science Modeling Tutorials, Guides, Tips, and Examples

Fast Option Pricing Using Deep Learning Methods

Deep Learning Modeling Europe 2023posted by ODSC Community March 27, 2023

Editor’s note: Chakri Cherukuri is a speaker for ODSC Europe 2023 this June. Be sure to check out his talk, “Fast Option Pricing Using Deep Learning Methods,” there! In finance, options are financial instruments that give the holder the right to buy (Call option) or sell... Read more

How OpenAI is Shaping the Future of These 6 Industries

Modeling openaiposted by ODSC Community March 23, 2023

The past year has seen an explosion in the popularity, usage, functionality, and cultural currency that AI tools offer. There are few better examples of this than the release of ChatGTP by OpenAI, which gained over 1 million customers in only five days. One month later,... Read more

4 Reasons Why Declarative ML Makes Sense for Engineers

Machine Learning Modelingposted by ODSC Community March 16, 2023

Machine learning is starting to go mainstream, graduating out of the research lab and making its way into products. In fact, every engineering team we’ve worked on has had an item on their roadmap that went something like “Improve with machine learning”. But “doing... Read more

How to Deploy a Deep Learning Model with Jina (and Design a Kitten Along the Way)

Data Visualization Modelingposted by ODSC Community March 10, 2023

The following is an article by Alaeddine Abdessalem and Alex C-G of Jina AI. Since the start of Jina, we’ve supported building Flows – namely pipelines of microservices. Now we’re breaking those microservices out of the Flow and letting you deploy them stand-alone in the form of an Executor and Deployment.... Read more

Multimodal Visual Question Answering with BLIP-2 and Jina

Data Visualization Modelingposted by ODSC Community March 10, 2023

The following is an article by Alaeddine Abdessalem and Alex C-G of Jina AI. Large Language Models (LLMs) have recently gained a lot of traction, with many popular models showing up like GPT, OPT, BLOOM and more. These models excel at learning natural language, making them... Read more

5 Reasons Why SQL is Still the Most Accessible Language for New Data Scientists

Modeling SQLposted by ODSC Team March 7, 2023

For budding data scientists and data analysts, there are mountains of information about why you should learn R over Python and the other way around. Though both are great to learn, what gets left out of the conversation is a simple yet powerful programming language that... Read more

Hybrid AI for Complex Applications with Scruff

Modeling East 2023posted by ODSC Community March 7, 2023

Editor’s note: Avi Pfeffer is a speaker for ODSC East 2023 this May 9th-11th. Be sure to check out his talk, “Hybrid AI for Complex Applications with Scruff,” there! In this ODSC East preview, the author describes how the Scruff AI modeling framework enables clear and... Read more

Tutorial: How To Connect a GPU to a Container

Modeling East 2023posted by ODSC Community March 7, 2023

Editor’s note: Emily Curtin is a speaker for ODSC East 2023 this May 9th-11th. Be sure to check out her talk, “Containers + GPUs In Depth,” there! It’s time: you’ve got a great model, you’ve got it validated with customers, tested against use cases, all packaged... Read more

Creating a Custom Vocabulary for NLP tasks Using exBERT and spaCY

Modeling NLP/Text Analytics East 2023posted by ODSC Community March 6, 2023

Editor’s note: Swagata Ashwani is a speaker for ODSC East 2023. Be sure to check out her talk, “Creating a Custom Vocabulary for NLP tasks using exBERT and spaCY,” there! Natural Language Processing (NLP) tasks involve analyzing, understanding, and generating human language. However, the first step... Read more

SQuARE: Towards Multi-Domain and Few-Shot Collaborating Question Answering Agents

Modeling NLP/Text Analytics East 2023posted by ODSC Community March 3, 2023

Editor’s note: Iryna Gurevych, PhD and Haritz Puerto are speakers for ODSC East 2023. Be sure to check out their talk, “SQuARE: Towards Multi-Domain and Few-Shot Collaborating Question Answering Agents,” there! Are you fascinated by the power of Question Answering (QA) models but find yourself intimidated... Read more