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The course "Computational and Graphical Models in Probability" equips learners with essential skills to analyze complex systems through simulation techniques and network analysis. By exploring advanced concepts such as Exponential Random Graph Models and Probabilistic Graphical Models, students will learn to model and interpret intricate social structures and dependencies within data. What sets this course apart is its emphasis on practical applications using the R programming language, empowering students to simulate random variables effectively and construct sophisticated models for real-world scenarios. Through hands-on projects and exercises, learners will not only deepen their theoretical understanding but also gain valuable experience in solving applied problems across various domains. Upon completion, you will be well-prepared to tackle challenges in data analysis, machine learning, and statistical modeling, making you a valuable asset in any data-driven field. Whether you're looking to enhance your expertise or start a new career, this course offers a unique blend of theory and practical skills that will enable you to excel in today’s data-centric world.
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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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In today's digital age, Data Privacy and Protection Standards are pivotal for organizations across all sectors to safeguard sensitive information, comply wit…
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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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