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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...
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 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 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 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 program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...
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 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.
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...
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 series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
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 program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...
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 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 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 program shows best practices of how to integrate test-driven software development into the programming workflow. The goal is to be able to write code that...
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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