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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 online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.
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 the fundamentals of programming in Python and how to analyze data and make data-driven decisions.
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 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 provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...
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...
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 online course shows how to build deep learning agents with neural networks.
After this course students will have a solid understanding about systematic debugging, will know how to automate debugging and will have built several functional debugging tools...
This online course gives a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...
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 program includes 5 individual online courses and gives learners a comprehensive introduction to Deep Learning as a key building block of artificial intelligence.Learners...
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...
The Raspberry Pi is a small, affordable single-board computer that students will use to design and develop fun and practical IoT devices while learning programming and computer...
This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
This online course shows how to use IBM's Personality Insights API and interact with Twitter; participants should be familiar with Python for this course.
This online course teaches how to to create machine learning algorithms in Python and R.
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