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As the final course in the Applied Kalman Filtering specialization, you will learn how to develop the particle filter for solving strongly nonlinear state-estimation problems. You will learn about the Monte-Carlo integration and the importance density. You will see how to derive the sequential importance sampling method to estimate the posterior probability density function of a system’s state. You will encounter the degeneracy problem for this method and learn how to solve it via resampling. You will learn how to implement a robust particle-filter in Octave code and will apply it to an indoor-navigation problem.
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Build production-ready Blender game assets through a practical, end-to-end workflow that connects modeling, topology, UV editing, texturing, and game engine…
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This course is designed for professionals aiming to excel in creating and managing robust security programs that align with organizational goals. You'll star…
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このコースでは、責任ある AI および AI に関する原則のコンセプトを紹介します。AI / ML の実践における公平性とバイアスを特定し、バイアスを軽減するための実践的な手法を取り扱います。具体的には、Google Cloud プロダクトとオープンソース ツールを使用して責任ある AI のベスト プラクティスを…
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Navigate the journey of launching a new product into the market and managing its lifecycle post-launch. This course covers planning successful launches, deve…
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Welcome to Microsoft Compliance, Privacy & Risk Management, a comprehensive course designed for compliance managers, IT auditors, and security professionals…
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This course guides you through the foundational principles behind neural networks and computer vision systems, focusing on how forward propagation, backpropa…
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This course introduces Python programming and fundamental statistics concepts, equipping learners with essential skills for data-driven roles in tech and AI.…
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Examines data mining perspectives and methods in a healthcare context. Introduces the theoretical foundations for major data mining methods and studies how t…
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In this culminating course in the Patient Safety and Quality Improvement Specialization, you will apply the skills you have acquired across the previous six…
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This course will give you a glimpse into six different areas of American law: Tort Law, Contract Law, Property, Constitutional Law, Criminal Law, and Civil P…
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This free online course is one of 10 courses available in the Goldman Sachs 10,000 Women collection, designed for entrepreneurs ready to take their business…
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