Unite.AI

OCTOBER 30, 2023

Training AI models with subpar data can lead to biased responses and undesirable outcomes. When unstructured data surfaces during AI development, the DevOps process plays a crucial role in data cleansing, ultimately enhancing the overall model quality. Poor data can distort AI responses.

DevOps 310

DevOps Software Development Automation Artificial Intelligence 310

Unite.AI

JUNE 10, 2024

Josh Wong is the Founder and CEO of ThinkLabs AI. ThinkLabs AI is a specialized AI development and deployment company. Its mission is to empower critical industries and infrastructure with trustworthy AI aimed at achieving global energy sustainability. Josh Wong attended the University of Waterloo.

Continuous Learning 130

Continuous Learning Automation Data Quality AI 130

Pickl AI

JUNE 23, 2023

These models learn from the patterns and relationships present in the data to make predictions, classify objects, or perform other desired tasks. Continuous Learning and Iteration Data-centric AI systems often incorporate mechanisms for continuous learning and adaptation.

Continuous Learning 52

Continuous Learning Data Quality AI AI 52

Snorkel AI

OCTOBER 4, 2023

Lenders and credit bureaus can build AI models that uncover patterns from historical data and then apply those patterns to new data in order to predict future behavior. Instead of the rule-based decision-making of traditional credit scoring, AI can continually learn and adapt, improving accuracy and efficiency.

Data Scientist 64

Data Scientist AI AI Neural Network 64

Pickl AI

DECEMBER 16, 2024

With the global AI market exceeding $184 billion in 2024a $50 billion leap from 2023its clear that AI adoption is accelerating. This blog aims to help you navigate this growth by addressing key enablers of AI development. Key Takeaways Reliable, diverse, and preprocessed data is critical for accurate AI model training.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Neural Network Algorithm 52

Snorkel AI

OCTOBER 4, 2023

Lenders and credit bureaus can build AI models that uncover patterns from historical data and then apply those patterns to new data in order to predict future behavior. Instead of the rule-based decision-making of traditional credit scoring, AI can continually learn and adapt, improving accuracy and efficiency.

Data Scientist 59

Data Scientist AI AI Neural Network 59

ODSC - Open Data Science

FEBRUARY 11, 2025

Recommendations for Resource-Constrained Teams For teams with limited GPU resources, Chip offered practical advice: Start with open-source models and fine-tune them on private data using parameter-efficient techniques like LoRA (Low-Rank Adaptation). Focus on data quality over quantity.

AI Engineer 52

AI Engineer Machine Learning Software Engineer Prompt Engineer 52