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This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...
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 text mining and text manipulation basics.
This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...
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...
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 core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the...
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 use Python to conduct rigorous financial analysis and pursue algorithmic trading.
This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...
This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...
This online course series explores how to make accurate predictions with data-driven systems and deploy machine learning models using the Python programming language.
This online course shows how to solve partial differential equations with numerical methods and Python. The methods shown in this course are used in engineering, natural...
This online course teaches deriving and implementing word2vec, GLoVe, word embeddings, and sentiment analysis with recursive nets.
This online course teaches the fundamentals of programming in Python and how to analyze data and make data-driven decisions.
This online course shows how to build deep learning agents with neural networks.
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 online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
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 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...
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