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This online course program explores the fundamentals of Data Science for beginners.The video courses Explain the basics of Data ScienceIntroduce the key toolsLook at the...
This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...
This online course (MOOC) teaches the basics of statistics.It includes the following topics :Descriptive statistics, i.e. how to describe data: central tendency (mean, median),...
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This online course program aims to teach learners the skills required for an entry level data analyst role. It includes a variety of data sources, project scenarios, and data...
This online course program explores the programming fundamentals required for data science, including R, SQL, Command Line, and Git.
This online course explores various aspects of Chinese history. (part 2/2)
This online course explores the ethical considerations regarding the privacy and control of consumer information and big data.
This online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...
This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...
This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.
This online course provides a rigorous introduction to the R programming language, with a particular focus on using R for software development in a data science setting.
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 series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...
This course teaches how to take scattered data and organize it into groups for use in many applications, such as market analysis and biomedical data analysis, or as a...
This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...
This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.
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 shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.
This online Java course provides additional advanced topics about Java programming elements and data abstraction.
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...
This course teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language...
This online course teaches how to use Spark with Python for Big Data analysis.
This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
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