Professional Certificate in AI History: Monitoring Tools
-- ViewingNowThe Professional Certificate in AI History: Monitoring Tools is a comprehensive course designed to provide learners with an in-depth understanding of the evolution and impact of Artificial Intelligence (AI) on various industries. This course highlights the importance of AI monitoring tools, their functionalities, and implementation strategies.
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โข AI Timeline
โข Early AI: Symbolic AI and Knowledge Representation
โข The Birth of Machine Learning: Neural Networks and Deep Learning
โข AI in the 1990s: Expert Systems and the AI Winter
โข The Resurgence of AI: Data, Cloud, and Graphics Processing Units (GPUs)
โข AI Monitoring Tools: Introduction and Overview
โข Popular AI Monitoring Tools: TensorBoard, MLflow, and Kubeflow
โข AI Monitoring Best Practices: Model Versioning, Logging, and Visualization
โข AI Monitoring for Business: Performance Metrics, Model Drift, and Ethical Considerations
โข Future of AI Monitoring Tools: Trends and Innovations
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