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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 gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

This MOOC gives an introduction to Python and includes data analysis techniques.

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This course discusses the basic biology of modern genomics and the experimental tools used for measurement. This is the first course in the Genomic Big Data Science Specialization.

This online course program teaches intermediate and advanced statistical modeling techniques for data science. In particular, learners will become proficient in the theory and...

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 online course series gives an introduction to programming in Python for data science, including data analysis and visualization.

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...

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

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

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

This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.

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 the foundations of probability and its relationship to statistics and data science.

Dieser Online-Kurs gibt eine Einführung ins Machine Learning für Data Science-Anwendungen, inklusive Regression, Klassifizierung und Clustering. Dafür werden Anwendungen sowohl...

Dieser Online-Kurs erläutert wichtige Grundlagen zum Data-Mining und Maschinellem Lernen mit Python und Spark.Der Videokurs zeigt, wie man mit Machine Learning-Technologie (also...