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This online course teaches the fundamentals of programming in Python and how to analyze data and make data-driven decisions.
This online course teaches how to use Python to analyze, visualize and present data.
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 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 how to use IBM's Personality Insights API and interact with Twitter; participants should be familiar with Python for this course.
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 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...
In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...
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 gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...
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 teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.
This online course teaches the fundamental building blocks of programming. The course includes seven modules that show how to write short programs using the Python language. It...
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 teaches how to to create machine learning algorithms in Python and R.
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 online course bridges accountancy to analytics. It is designed to help accounting students develop an analytical mindset and prepare them to use tools and programming...
This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.
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...
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