Remove Algorithm Remove Citizen Data Scientist Remove ML
article thumbnail

How to establish lineage transparency for your machine learning initiatives

IBM Journey to AI blog

Machine learning (ML) has become a critical component of many organizations’ digital transformation strategy. From predicting customer behavior to optimizing business processes, ML algorithms are increasingly being used to make decisions that impact business outcomes.

article thumbnail

Using Graphs for Feature Engineering, Prompt Fine-Tuning for Generative AI, and Confident Data…

ODSC - Open Data Science

Sharda will walk through real-world examples, share code snippets, and explore how ARIMA Prophet compares when building models using Feature Engineering techniques and advanced machine learning algorithms.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Making AI More Accessible With LLM Alignment, Prompt Engineering Skills, and a 2-for-1 ODSC West…

ODSC - Open Data Science

The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models? Sharda will walk through real-world examples, share code snippets, and explore how ARIMA Prophet compares when building models using Feature Engineering techniques and advanced machine learning algorithms.

article thumbnail

The Prompt Optimization Stack, an Overview of LLMOps, and Using Synthetic Data for LLMs

ODSC - Open Data Science

Sharda will walk through real-world examples, share code snippets, and explore how ARIMA Prophet compare when building models using Feature Engineering techniques and advanced machine learning algorithms.

article thumbnail

3 Takeaways from Gartner’s 2018 Data and Analytics Summit

DataRobot Blog

Today’s data management and analytics products have infused artificial intelligence (AI) and machine learning (ML) algorithms into their core capabilities. These modern tools will auto-profile the data, detect joins and overlaps, and offer recommendations.

article thumbnail

How to build reusable data cleaning pipelines with scikit-learn

Snorkel AI

It has always amazed me how much time the data cleaning portion of my job takes to complete. So today I’m going to talk about an approach I often use to help remedy the time burden: reusable data cleaning pipelines. And we’ve been talking about citizen data scientists for the longest time.

article thumbnail

How to build reusable data cleaning pipelines with scikit-learn

Snorkel AI

It has always amazed me how much time the data cleaning portion of my job takes to complete. So today I’m going to talk about an approach I often use to help remedy the time burden: reusable data cleaning pipelines. And we’ve been talking about citizen data scientists for the longest time.