Artificial IntelligenceCertificate Programs
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Generative AI for Productivity Certificate
- Generative AI: Capabilities and Compromises CourseCTECH471Working With Generative AI to Become More Effective CourseCTECH472Using Generative AI to Transform Business Processes CourseCTECH473Generative AI Law and Ethics CourseCTECH474Derisking Generative AI Ventures CourseCTECH475AI Symposium CourseAISYM01
Data Science Certificate
- Understanding Data Analytics CourseCEEM581Finding Patterns in Data Using Association Rules, PCA, and Factor Analysis CourseCEEM582Finding Patterns in Data Using Cluster and Hotspot Analysis CourseCEEM583Regression Analysis and Discrete Choice Models CourseCEEM584Supervised Learning Techniques CourseCEEM585Neural Networks and Machine Learning CourseCEEM586
AI for Digital Transformation Certificate
- AI and Digital Technology: Opportunities and Pitfalls CourseCTECH431Demystifying AI and Digital Technologies CourseCTECH432AI and the Future of Work CourseCTECH433Identifying New Business Models Enabled by AI CourseCTECH434Creating a Digital Builder Culture CourseCTECH435Data-Driven Leadership CourseCTECH436AI Symposium CourseAISYM01
AI 360 Certificate
- Creating Business Value With AI CourseJCB701Exploring Good Old-Fashioned AI (GOFAI) CourseJCB702Leveraging Data for AI Solutions CourseJCB703Expanding AI Power and Value Through Neural Networks CourseJCB704Innovating With Generative AI CourseJCB705Understanding Data Analytics CourseCEEM581Finding Patterns in Data Using Association Rules, PCA, and Factor Analysis CourseCEEM582Finding Patterns in Data Using Cluster and Hotspot Analysis CourseCEEM583Regression Analysis and Discrete Choice Models CourseCEEM584Supervised Learning Techniques CourseCEEM585Neural Networks and Machine Learning CourseCEEM586Problem-Solving with Machine Learning CourseCIS531Estimating Probability Distributions CourseCIS532Learning with Linear Classifiers CourseCIS533Decision Trees and Model Selection CourseCIS534Debugging and Improving MachineLearning Models CourseCIS535Learning with Kernel Machines CourseCIS536Deep Learning and Neural Networks CourseCIS537Linear Algebra: Low Dimension CourseCAS531Matrix and Linear Algebra: High Dimension CourseCAS532AI Symposium CourseAISYM01Natural Language Processing Fundamentals Course*CIS571Transforming Text Into Numeric Vectors Course*CIS572Classifying Documents With Supervised Machine Learning Course*CIS573Topic Modeling With Unsupervised Machine Learning Course*CIS574Conducting Semantic and Sentiment Analysis Course*CIS575AI and Digital Technology: Opportunities and Pitfalls Course*CTECH431Demystifying AI and Digital Technologies Course*CTECH432AI and the Future of Work Course*CTECH433Identifying New Business Models Enabled by AI Course*CTECH434Creating a Digital Builder Culture Course*CTECH435Data-Driven Leadership Course*CTECH436
Applied Machine Learning and AI Certificate
- Machine Learning Foundations CourseCTECH461Managing Data in Machine Learning CourseCTECH462Training Common Machine Learning Models CourseCTECH463Training Linear Models CourseCTECH464Evaluating and Improving Your Model CourseCTECH465Improving Performance With Ensemble Methods CourseCTECH466Using Machine Learning for Text Analysis CourseCTECH467
Machine Learning Certificate
- Problem-Solving with Machine Learning CourseCIS531Estimating Probability Distributions CourseCIS532Learning with Linear Classifiers CourseCIS533Decision Trees and Model Selection CourseCIS534Debugging and Improving MachineLearning Models CourseCIS535Learning with Kernel Machines CourseCIS536Deep Learning and Neural Networks CourseCIS537Generative AI and Transformer Models CourseCIS538Linear Algebra: Low Dimension CourseCAS531Matrix and Linear Algebra: High Dimension CourseCAS532
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