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In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...
This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.
This online course explores the pillars of computational thinking, how computer scientists develop and analyze algorithms, and how solutions can be realized on a computer using...
This online course teaches Python step by step for beginners. It includes more than 100 short video lessons, covering topics from the object and data structure basics to...
This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...
This online course teaches how to program and code in Python 3. In approximately 30 hours of video lectures, this course teaches the basics of Python. No prior knowledge is...
This online course teaches the fundamental concepts of Blockchain and how to implement them in Python. Learners with prior Python experience will be able to build their own...
This online course explores the fundamentals of computing in Python, including variables, operators, and writing and debugging programs.
This online course explores the world of quantum computing. It includes quantum solutions from a computational and from a mathematical perspective, and creating quantum modules...
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,...
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.
This online course teaches about Python for data structures, algorithms and interviews.
This online course gives an introduction to Graph Theory. It is designed for participants who work or plan to work in IT. Some basic math and Python programming skills are...
This is a practical programming online course for office workers, academics, and administrators who want to improve their productivity and learn Python.
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 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 shows more than 15 hands-on examples of analyzing large data sets with Apache Spark.
This online course teaches how to build websites with HTML, CSS, Bootstrap, Javascript, jQuery, Python 3, and Django 1.11.
This online course teaches Python and covers web, databases, web scraping, data science, web visualizations, image processing and more.
This online course teaches about comprehensive data mining and machine learning with Python and Spark.
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