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This online course series gives an introduction to Python programming, including writing code, executing it, interpreting the results, and revising the code based on the outcomes.
This online course teaches about comprehensive data mining and machine learning with Python and Spark.
This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...
This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...
This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...
This online course program gives an introduction to computer science and the programming of web applications. It gives a general overview of computer science and then explores...
This online course gives a detailed introduction to building websites and mobile apps. It includes HTML, CSS, Javascript, PHP, Python and MySQL. 300 short video lectures explain...
This online course program aims to give learners the foundational skills necessary for a career in business analytics, including knowledge of scripting languages and data...
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.
This online course teaches how to to create machine learning algorithms in Python and R.
This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.
This online course program explores concepts of statistical analysis and shows how to use Python to perform data analyses. The courses include data visualization, inferential...
This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...
This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...
This online course program introduces Python programmers to building websites using the Django library. It includes HTML, CSS, SQL, Django, JavaScript, jQuery, and JSON Web...
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...
This online course program gives an introduction to data analysis. It includes working with a variety of data sources, project scenarios, and data analysis tools, including...
This online course series teaches the fundamentals of programming in Python 3. Participants should have some basic prior programming experience.
This series of online courses explores the fundamental building blocks of computer science, including programming, development, algorithms, and data structures. The program...
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