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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 explores the foundations of probability and its relationship to statistics and data science.
This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.
This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
This MOOC teaches some advanced Excel skills - including index formulas, logical text and nested functions. It also explores data connections to external databases, and Visual...
Internet search uses textual queries. These are strings from the point of view of computer science. To make sense of all that information and make search efficient, search...
This online course helps to learn the foundations of probability and statistics.
This online course introduces learners to the science of business analytics with applications in a marketing context.
This online course gives an introduction to the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.
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 online course explores the ethical considerations regarding the privacy and control of consumer information and big data.
This online course gives an introduction to data science for managers. Participants analyze business data with Microsoft Azure through the use of SQL, machine learning, and...
This online course gives an initial introduction to data science and use of the MATLAB software.
This computer science course covers advanced object-oriented programing strategies, including polymorphism, abstract classes, super keyword, exceptions, generics, sorting and...
This course features a real-world case study. In response to business requirements presented in a case study, students will design and build a small data warehouse, create data...
This short online course gives an overview of what data science is.
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 focused on ethics specifically related to data science will provide students with the framework to analyze these concerns. This framework is based on ethics, which...
This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...
This online course teaches how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.
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