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Deep Learning Prerequisites: Linear Regression in Python

Data Science

This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

Data Mining Specialization

University of Illinois at Urbana-Champaign

This course teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language...

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.

deep learning, Python, data science

Deep Learning Prerequisites: Logistic Regression in Python

This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.

Managing Data Analysis

data analysis

Johns Hopkins University

This course focuses on data science in real life. It will contrast the ideal with what happens in real life. By contrasting the ideal, students will learn key concepts that will...

Text Retrieval and Search Engines

University of Illinois at Urbana-Champaign

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

Georgia Institute of Technology

Materials Data Sciences and Informatics

materials science

This MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

Introduction to Data Science in Python

Python, data science

University of Michigan

This MOOC gives an introduction to Python and includes data analysis techniques.

Data Warehousing for Business Intelligence Specialization

University of Colorado

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

Design and Build a Data Warehouse for Business...

University of Colorado System

This course features a real-world case study. In response to business requirements presented in a case study, students will design and build a small data warehouse, create data...

Introduction to Big Data

University of California, San Diego

This course discusses following questions: What’s the “hype” surrounding the Big Data phenomenon? Who are these mysterious data scientists everyone is talking about? What kinds...

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Introduction to Computational Thinking and Data Science

Use of CS and Programming

Massachusetts Institute of Technology

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...

Überblick: Wie werde ich Programmierer?

Diese einfache Videolektion gibt einen kurzen Überblick über die Tätigkeit von Programmierern für Teilnehmer ohne Vorkenntnisse.Dabei werden die einzelnen Bereiche kurz...

Data Science & Maschinelles Lernen in Python - am Beispiel