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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 (MOOC) teaches the basic building blocks of R.
This online course series gives an introduction to data science for beginners, including open source tools like Jupyter Notebooks, RStudio IDE, Apache Zeppelin, and OpenRefine.
This online course series gives an introduction to the programming tools and languages used by data science professionals. It includes modules on Python, SQL, and GitHub.
This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.
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 Python and covers web, databases, web scraping, data science, web visualizations, image processing and more.
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 series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...
This course teaches how to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from...
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 course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...
This online course series gives a practical introduction to data mining using the Weka workbench.
This online course gives an introduction to Excel for data analysis. It includes cleaning and preparing data, automating data analysis, and transforming, linking, and...
This online course explores probabilistic models, including random processes and the basic elements of statistical inference.
This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...
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 how to derive insights through data analysis and visualization using the Google Cloud Platform.
This online course program shows how to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets.
This online course program teaches learners with prior programming and data analysis skills how to build machine learning models and other more advanced skills. It also kncludes...
This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.
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