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This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.

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 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 use the R programming language for data science and machine learning and data visualization.

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 gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...

This online course explores how to promote the ethical use of data-driven technologies. It includes topics such as privacy and bias and how ethical concepts can be applied.

This online course program gives an introduction to interpreting data and statistical results of data analysis. It covers topics such as descriptive statistics, data...

This online course gives an introduction to data science. It explores one of the most internationally-recognized processes for solving data-science problems.

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...

This online course shows learners how to optimize their interviewing skills for technical data science interviews.

This online course gives a short introduction to machine learning and data science for everyone.

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 least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This online course teaches how to to create machine learning algorithms in Python and R.

This online course program gives an introduction to the mathematical foundations for Data Science. It includes key concepts in algebra, calculus, linear algebra, and numerical...

This online course gives an introduction to the basic data and statistical techniques that underpin data analysis in finance.

This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...