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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 provides an introduction to topics in single and multivariable calculus, and focuses on using calculus to address questions in the natural and social...
This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...
This online course explores how to perform data analysis using MongoDB's Aggregation Framework.
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 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 course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...
This online course gives an introduction to computational social science, including its fundamental concepts and key applications.
This online course program gives an introduction to the field of Data Science. It teaches the applications and activities of Data Science, key methodologies and open source...
This online course gives an introduction to the science behind global warming. It covers the basic principles of atmospheric science, methods of climate data collection, basic...
This applied computer science MOOC teaches the vocabulary, concepts and mechanisms common to all digital networks, and explores the TCP, UDP and IP protocols that support all...
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 and their analysis and interpretation.
This online course teaches Data Science step by step through real analytics examples. It includes data mining, modeling, data visualization, and more.
The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...
This course provides the foundation needed for a career in database development, data warehousing, or business intelligence, as well as for the entire Data Warehousing for...
This online course series gives a practical introduction to data mining using the Weka workbench.
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 online course teaches Python step by step for beginners. It includes more than 100 short video lessons, covering topics from the object and data structure basics to...
This series of online courses gives an introduction to Data Analysis using the Python programming language.
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...
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