Description Dive deeper into the world of Generative AI with this advanced course covering AutoEncoders, Variational AutoEncoders, Diffusion Models, and Transformers. Participants will explore the theory and practical applications of…
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Description This practical session focuses on real-world data cleaning and preprocessing using Pandas. Participants will work hands-on with messy datasets, applying essential techniques to transform raw data into clean, structured,…
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Description Master the design and execution of machine learning experiments in Azure. This course covers the Azure ML workspace, resource management, and the creation of classification and clustering pipelines using…
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Description This advanced course explores powerful forecasting techniques, including SARIMAX, tree-based models, and deep learning for time series. Participants will gain hands-on experience in preprocessing, modeling, and evaluating complex temporal…
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Description This beginner-friendly course introduces the core principles of machine learning. Participants will learn how to use Python and Scikit-Learn to build and evaluate regression and classification models, gaining hands-on…
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Description This introductory course offers a comprehensive overview of generative AI technologies, use cases, and impacts. Participants gain foundational knowledge and hands-on experience with state-of-the-art generative AI tools. Indicative Duration:…
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Description Learn how to bridge the gap between machine learning development and real-world production deployment. This hands-on course covers deploying models as REST APIs using FastAPI and building robust training…
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Description This introductory course explores the fundamentals of Generative AI, focusing on Neural Networks and Generative Adversarial Networks (GANs). Participants will gain hands-on experience training models with Keras and understand…
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Description This course introduces the concepts and practical implementation of generative AI models using Python. Participants gain hands-on experience building and deploying models that create text, images, or other media,…
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Description This course introduces time series analysis and forecasting techniques using Python. Participants will explore temporal data handling, apply basic and machine learning-based forecasting methods, and evaluate model performance using…
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