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  • Machine Learning Specialization

    Machine Learning Specialization

    Description This Specialization from leading researchers at the University of Washington introduces you to the exciting, high-demand field of Machine Learning. Through a series of practical case studies, you will gain applied experience in major areas of Machine Learning including Prediction, Classification, Clustering, and Information Retrieval. You will learn to analyze large and complex datasets,…

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  • Machine Learning and Reinforcement Learning in Finance Specialization

    Machine Learning and Reinforcement Learning in Finance Specialization

    Description The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on core paradigms and algorithms of machine learning (ML), with a particular focus on applications of ML to various practical problems in Finance. The specialization aims at helping students to be able to solve…

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  • Advanced Machine Learning Specialization

    Advanced Machine Learning Specialization

    Description This specialization gives an introduction to deep learning, reinforcement learning, natural language understanding, computer vision and Bayesian methods. Top Kaggle machine learning practitioners and CERN scientists will share their experience of solving real-world problems and help you to fill the gaps between theory and practice. Upon completion of 7 courses you will be able…

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  • Data Science: Statistics and Machine Learning Specialization

    Data Science: Statistics and Machine Learning Specialization

    Description Build models, make inferences, and deliver interactive data products. This specialization continues and develops on the material from the Data Science: Foundations using R specialization. It covers statistical inference, regression models, machine learning, and the development of data products. In the Capstone Project, you’ll apply the skills learned by building a data product using…

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  • Mathematics for Machine Learning Specialization

    Mathematics for Machine Learning Specialization

    Description For a lot of higher level courses in Machine Learning and Data Science, you find you need to freshen up on the basics in mathematics – stuff you may have studied before in school or university, but which was taught in another context, or not very intuitively, such that you struggle to relate it…

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  • Machine Learning with TensorFlow on Google Cloud Platform Specialization

    Machine Learning with TensorFlow on Google Cloud Platform Specialization

    Description What is machine learning, and what kinds of problems can it solve? What are the five phases of converting a candidate use case to be driven by machine learning, and why is it important that the phases not be skipped? Why are neural networks so popular now? How can you set up a supervised…

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  • Data Engineering, Big Data, and Machine Learning on GCP Specialization

    Data Engineering, Big Data, and Machine Learning on GCP Specialization

    Description This online specialization provides participants a hands-on introduction to designing and building data pipelines on Google Cloud Platform. Through a combination of presentations, demos, and hand-on labs, participants will learn how to design data processing systems, build end-to-end data pipelines, analyze data and derive insights. The course covers structured, unstructured, and streaming data. This…

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  • Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization

    Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization

    Description This 5-course specialization focuses on advanced machine learning topics using Google Cloud Platform where you will get hands-on experience optimizing, deploying, and scaling production ML models of various types in hands-on labs. This specialization picks up where “Machine Learning on GCP” left off and teaches you how to build scalable, accurate, and production-ready models…

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  • Machine Learning for Trading Specialization

    Machine Learning for Trading Specialization

    Description This Specialization is for finance professionals, including but not limited to: hedge fund traders, analysts, day traders, those involved in investment management or portfolio management, and anyone interested in gaining greater knowledge of how to construct effective trading strategies using Machine Learning. Alternatively, this specialization can be for machine learning professionals who seek to…

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  • Investment Management with Python and Machine Learning Specialization

    Investment Management with Python and Machine Learning Specialization

    Description The Data Science and Machine Learning for Asset Management Specialization has been designed to deliver a broad and comprehensive introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques to improve investment decisions.By the end of this specialization, you will have acquired the…

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