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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),...
In this courses, students will learn what they need to know to begin assembling and leading a data science enterprise. It provides a crash course in data science to become...
This course covers the essential exploratory techniques for summarizing data. It will cover in detail the plotting systems in R as well as some of the basic principles of...
This online course teaches about comprehensive data mining and machine learning with Python and Spark.
This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.
This online course program gives an introduction to relational databases. It includes database design, database software fundamentals, how to use the Structured Query Language...
This online course program explores how current technologies are changing industry and how to create a strategy to transform a business. It also covers the three technologies...
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 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 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 explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...
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 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 MOOC gives an introduction to Python and includes data analysis techniques.
This online course shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.
In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.
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 (MOOC) teaches the basic building blocks of R.
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