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This course covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...
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 shows how to build real-time applications to process big data at scale. It includes modern data engineering tools, such as Apache Spark, Kafka, Spark...
This online course series teaches how to analyze life sciences data using the R programming language.
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 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 gives an introduction to computational social science, including its fundamental concepts and key applications.
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 course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.
This online course program gives an introduction to key data science essentials through real-world case studies. It includes courses on the R programming language, data...
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),...
This course is an introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization...
This online course program explores the programming fundamentals required for data science, including R, SQL, Command Line, and Git.
This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.
This online course shows learners how to optimize their interviewing skills for technical data science interviews.
This online course teaches Data Science step by step through real analytics examples. It includes data mining, modeling, data visualization, and more.
This online course teaches how to to create machine learning algorithms in Python and R.
This online course gives an initial introduction to data science and use of the MATLAB software.
This online course series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...
This online course series gives an introduction to programming in Python for data science, including data analysis and visualization.
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