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data science, machine learning, Python

Python for Data Science and Machine Learning Bootcamp

Environment, Data Science

This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.

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Data Science for Environmental Modelling and Renewables

University of Glasgow

This online course explores how data science can help understand the environment. The course also introduces the tools used by statisticians and data scientists.

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Data Science/Machine Learning Path

Intro to Data Science

Codecademy

This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...

Spark, machine learning, data science

Scala and Spark for Big Data and Machine Learning

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

University of California, Davis

SQL for Data Science

SQL, Data Science

This online course gives an introduction to the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.

Advanced Linear Models for Data Science 1: Least Squares

Johns Hopkins University

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

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Computational Thinking and Big Data

Big Data

University of Adelaide

This online course teaches how to apply computational thinking in data science.

Tableau Advanced Training: Master Tableau in Data Science

Tableau

This online course teaches Tableau 10 in data science by solving real-life analytics problems at an expert level.

Apache Spark, data science

Apache Spark 2.0 with Scala - Hands On with Big Data!

This online course teaches more than 20 hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop.

Text Mining and Analytics

University of Illinois at Urbana-Champaign

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

data science, machine learning

Data Science and Machine Learning Bootcamp with R

This online course teaches how to use the R programming language for data science and machine learning and data visualization.

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Intro to Data Science

Udacity

This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...

data science, machine learning

Machine Learning for Data Analysis

Wesleyan University

This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

Leadership Through Marketing

leadership

Northwestern University

In this course, students will learn how to identify new opportunities to create value for empowered consumers, develop strategies that yield an advantage over rivals, and...

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Probability: Basic Concepts & Discrete Random Variables

Probability theory

Purdue University

This MOOC teaches fundamental concepts of mathematical probability to prepare participants for a career in the growing field of information and data science.

data science, machine learning, Python

Machine Learning, Data Science and Deep Learning with Python

This online course teaches about comprehensive data mining and machine learning with Python and Spark.

Data Warehouse Concepts, Design, and Data Integration

University of Colorado System

In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.

Precision Medicine

University of Geneva

This online course gives an introduction to Precision Medicine. It includes precision-medicine era diagnostics, treatment selection, genetic counseling, public health...