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This online course program teaches the fundamentals of programming with Python for AI projects such as neural networks.
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 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 bridges the gap between introductory and advanced courses in Python. It includes:Python 3 programming basics (a review)Python tools (e.g., NumPy and SciPy...
This online course teaches how to use Python to analyze, visualize and present data.
This online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...
This online course teaches how to write high-quality code that runs correctly and efficiently. Students will design, code and validate programs and learn how to compare...
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 series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
This course will introduce the learner to network modelling through the networkx toolset. Used to model knowledge graphs and physical and virtual networks, the lens will be...
This online course teaches how to to create machine learning algorithms in Python and R.
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 teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.
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 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 program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...
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 online course teaches how to use Python to conduct rigorous financial analysis and pursue algorithmic trading.
This online course gives an introduction to test-driven software development, including the core concepts and the types of testing. Some prior knowledge of the Python...
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