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This course explores computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. Topics include DNA, genomics, and how DNA sequencing is used....
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 teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.
This online course teaches how to to create Deep Learning algorithms in Python. The course includes more than 20 hours of video lectures.
This online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.
This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...
This online course teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.
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 the programming tools and languages used by data science professionals. It includes modules on Python, SQL, and GitHub.
This online course provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...
This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...
This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...
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 online course series teaches key programming concepts in Python 3 needed to perform common scripting tasks.
This course will introduce the learner to text mining and text manipulation basics.
This course covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in...
This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...
This online course series explores the essential fundamentals of analytics, including analysis methods, analytical tools, such as R, Python and SQL, and business applications.
This online course teaches how to program with Python, create Python applications and extend Python applications by using a professional data storage which is PostgreSQL.
This online course shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.
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