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This course is an introduction to the basic ideas behind the qualitative research in social science. Students will learn about data collection, description, analysis and...
This course is an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and...
This online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.
This online course teaches more than 20 hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop.
This is a focused course designed to rapidly get participants up to speed on doing data science in real life. It includes eg. describing possible pitfalls when pulling /...
This online course teaches Tableau 10 in data science by solving real-life analytics problems at an expert level.
This MOOC teaches about probability distribution models, including normal distribution, and continuous random variables to prepare participants for a career in information and...
This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This online course explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...
This computer science course covers advanced object-oriented programing strategies, including polymorphism, abstract classes, super keyword, exceptions, generics, sorting and...
In this computer science course, participants will learn the basics of programming in the Java language. This course will cover repetition statements (for, while, do-while and...
This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
This online course is the first step of the Clinical Data Science Specialization. The course will teach learners how data is gathered, how data is formed, as well as basic SQL...
This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.
This online course is designed to introduce participants to basic tools of theory building and data analysis in systems science and to apply those tools to better understand the...
This online course explores programming in R and R Studio as well as key concepts of data analytics, data science, statistical analysis and GGPlot2.
This online course teaches how to to create machine learning algorithms in Python and R.
This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...
This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.
This online course shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.
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