Learn how to create custom datasets and dataloaders in PyTorch for different models. Understand the difference between datasets and dataloaders, and how to apply transforms for preprocessing images.
CDK Global, trusted by 15,000 dealer locations, faces disruptions due to a cyber incident, leaving dealerships without access to essential services. Customers left in the dark as CDK struggles to resolve the issue, impacting car buying and selling processes.
The article "Regression Using LightGBM" in Microsoft Visual Studio Magazine explores using LightGBM for regression tasks. LightGBM, an open-source tree-based system introduced in 2017, can handle multi-class classification, binary classification, regression, and ranking.
Amazon Translate offers fast, scalable language translation for enterprises, supporting 75 languages and 5,550 language pairs. Implementing a translation cache with Amazon DynamoDB can significantly reduce costs by reusing cached translations instead of paying for new ones.
London cinema cancels world premiere of AI-scripted film 'The Last Screenwriter' after backlash. Prince Charles cinema defends decision as 'a contribution to the cause'.
Eric Evans receives DoD Medal for Distinguished Public Service for his leadership at MIT Lincoln Laboratory and Defense Science Board. Evans' impact on national security and defense innovation recognized by U.S. Department of Defense.
Former OpenAI Chief Scientist Ilya Sutskever launches Safe Superintelligence, Inc. (SSI) to develop advanced AI surpassing human intelligence. Sutskever aims for revolutionary breakthroughs with a small team including former OpenAI members and an AI investor from Apple.
AWS customers can secure AI development by creating Amazon SageMaker instances within a VPC with internet access disabled. Configuring SageMaker to connect to other AWS services using PrivateLink and security groups enhances security.
MosaicML democratizes AI models, acquired by Databricks to create high-performing open-source LLM DBRX. Co-founder Frankle highlights community impact and efficient algorithm development journey.
Retrieval Augmented Generation (RAG) enhances large language models by incorporating external knowledge sources, improving performance across various applications. Challenges include retrieving relevant knowledge, avoiding hallucinations, and integrating retrieval and generation components efficiently. Evaluation of RAG applications is crucial for trustworthiness, performance improvement, and r...
Unlock the power of generative AI in Slack with Amazon Bedrock, streamlining collaboration and boosting productivity. Create a seamless workflow with leading AI models from companies like AI21 Labs and Meta, enhancing efficiency and creativity.
Kleinberg's Impossibility Theorem challenges clustering axioms. Despite limitations, a pragmatic evaluation framework offers solutions for clustering analysis.
Apple delays AI features in Europe due to EU competition rules, will launch in US first. Phone Mirroring, SharePlay Screen Sharing, Apple Intelligence affected.
Entity resolution and knowledge graphs combine to create powerful data fusion tools for analytic organizations. ERKGs connect and deduplicate entities across multiple datasets, revealing latent connections and enhancing investigative capabilities.
NVIDIA AI Workbench simplifies generative AI development with RAG applications, enabling customized models and seamless collaboration. The free tool streamlines setup and offers ease of collaboration across platforms for data scientists and developers.