Certificate in Actionable AI for Production
-- ViewingNowThe Certificate in Actionable AI for Production is a comprehensive course that equips learners with essential skills for implementing AI solutions in real-world scenarios. This course is crucial for professionals who seek to advance their careers in AI, as it bridges the gap between AI theory and practical application.
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โข Introduction to Actionable AI: Basics of AI, its importance, and applications in production
โข Data Preparation for AI: Data cleaning, preprocessing, and formatting
โข Machine Learning Algorithms: Supervised, unsupervised, and reinforcement learning
โข Deep Learning Models: Neural networks, convolutional neural networks, recurrent neural networks
โข AI in Production Systems: Deployment, scaling, and monitoring of AI models
โข Natural Language Processing (NLP): Text processing, sentiment analysis, and chatbots
โข Computer Vision: Image recognition, object detection, and tracking
โข Explainable AI: Understanding and interpreting AI model decisions
โข AI Ethics and Bias: Addressing fairness, accountability, and transparency in AI systems
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