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This online course series explores the fundamentals of data structures and algorithms with a focus on data science applications. It is designed for learners who are interested...
This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from...
This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step data...
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 teaches the fundamentals of programming in Python and how to analyze data and make data-driven decisions.
This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
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...
In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...
This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...
This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...
This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...
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 online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.
This course will introduce the learner to text mining and text manipulation basics.
This online course program explores advanced topics in web development with Django. It is assumed that learners are familiar with Python and Django basics. The program covers...
This online course teaches how to to create machine learning algorithms in Python and R.
This online course program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...
This online course shows how to solve partial differential equations with numerical methods and Python. The methods shown in this course are used in engineering, natural...
Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.
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