Author : Deepali Rajale
Deepali Rajale stands out as an AI aficionado with a remarkable tenure as a Global Machine Learning Specialist at Amazon Web Services. At AWS, she not only penned insightful blogs on Amazon SageMaker but also became a notable figure in various AI circles. She's been instrumental in propelling Fortune-100 companies towards a seamless AI integration. Her passion has driven substantial advancements in Generative AI, MLOps, and TCO for Amazon Machine Learning and AI Services. Before her illustrious journey with Amazon, Deepali spearheaded product engineering at renowned firms like Paypal and Blue Yonder. Beyond her corporate achievements, Deepali is a celebrated author, having penned hundreds of soul-stirring poems in her native tongue, published a book and is cherished by thousands on Facebook. She's also in the midst of crafting a definitive book on MLOps on AWS.
Tale of 2 Model Monitoring Solutions: Amazon SageMaker vs Databricks ML
Model monitoring is crucial in the lifecycle of machine learning models, especially for models deployed in production environments. Essential to ensure the models' robustness, accuracy, fairness, and reliability in real-world applications.
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History of LLMs (Large Language Models)
ChatGPT, the popular chatbot from OpenAI, is estimated to have reached 100 million monthly active users in January, just two months after launch, making it the fastest-growing consumer application in history.
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