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دوراتنا
Digital Humanities in Practice: From Research Questions to Results
Combine literary research with data science to find answers in unexpected ways. Learn basic coding tools to help save time and draw insights from thousands of digital documents at once.
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Course by
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14
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الإنجليزية
R Data Science Capstone Project
Apply various data analysis and visualization skills and techniques you have learned by taking on the role of a data scientist working with real-world data sets.
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Course by
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21
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الإنجليزية
SQL for Data Science with R
Build a baseline understanding about relational database concepts and learn how to apply foundational knowledge of the SQL and R languages through a series of hands-on labs to practice building and running SQL queries.
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Course by
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Self Paced
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21
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الإنجليزية
R Programming Basics for Data Science
This course introduces you to R language fundamentals and covers common data structures, programming techniques, and how to manipulate data all with the help of the R programming language.
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Course by
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13
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الإنجليزية
Python Basics for Data Science
This Python course provides a beginner-friendly introduction to Python for Data Science. Practice through lab exercises, and you'll be ready to create your first Python scripts on your own!
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Course by
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الإنجليزية
Data Science and Machine Learning Capstone Project
Create a project that you can use to showcase your Data Science skills to prospective employers. Apply various data science and machine learning techniques to analyze and visualize a data set involving a real life business scenario and build a predictive model.
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Course by
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Self Paced
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28
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الإنجليزية
Data Science Tools
Learn about the most popular data science tools, including how to use them and what their features are.
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Course by
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7
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الإنجليزية
The Data Science Method
Learn about the methodology, practices and requirements behind data science to better understand how to problem solve with data and ensure data is relevant and properly manipulated to address a variety of real-world projects and business scenarios.
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Course by
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Self Paced
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الإنجليزية
Introduction to Data Science
Learn about the world of data science first-hand from real data scientists.
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Course by
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التعلم الذاتي
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33
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الإنجليزية
SQL for Data Science
Learn how to use and apply the powerful language of SQL to better communicate and extract data from databases - a must for anyone working in the data science field.
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Course by
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27
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الإنجليزية
Introduction to SQL
Learn how to use and apply the powerful language of SQL to better communicate and extract data from databases - a must for anyone working in Data Engineering, Data Analytics or Data Science.
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Course by
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15
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الإنجليزية
Introduction to Designing Data Lakes on AWS
In this class, we will help you understand how to create and operate a data lake in a secure and scalable way, without previous knowledge of data science!
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Course by
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6
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الإنجليزية
Collaborative Data Science for Healthcare
Data and learning should be at the front and center of healthcare delivery. In this course, we bring together computer scientists, health providers and social scientists collaborating to improve population health by analyzing and mining data routinely collected in the process of patient care.
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Course by
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الإنجليزية
Introduction to Computational Thinking and Data Science
6.00.2x is an introduction to using computation to understand real-world phenomena.
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Course by
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Self Paced
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الإنجليزية
Data Science Ethics
Learn how to think through the ethics surrounding privacy, data sharing, and algorithmic decision-making.
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Course by
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الإنجليزية
Principles, Statistical and Computational Tools for Reproducible Data Science
Learn skills and tools that support data science and reproducible research, to ensure you can trust your own research results, reproduce them yourself, and communicate them to others.
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Course by
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Self Paced
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25
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الإنجليزية
Data Science: Capstone
Show what you've learned from the Professional Certificate Program in Data Science.
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Course by
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Self Paced
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44
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الإنجليزية
Data Science: Machine Learning
Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
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Course by
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Self Paced
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25
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الإنجليزية
Data Science: Linear Regression
Learn how to use R to implement linear regression, one of the most common statistical modeling approaches in data science.
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Course by
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Self Paced
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35
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الإنجليزية
Data Science: Wrangling
Learn to process and convert raw data into formats needed for analysis.
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Course by
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Self Paced
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24
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الإنجليزية
Data Science: Inference and Modeling
Learn inference and modeling, two of the most widely used statistical tools in data analysis.
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Course by
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Self Paced
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12
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الإنجليزية
Data Science: Probability
Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008.
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Course by
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Self Paced
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12
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الإنجليزية
Data Science: Visualization
Learn basic data visualization principles and how to apply them using ggplot2.
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Course by
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Self Paced
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12
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الإنجليزية
Data Science: R Basics
Build a foundation in R and learn how to wrangle, analyze, and visualize data.
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Course by
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Self Paced
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12
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الإنجليزية
Programming for Data Science
Learn how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.
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Course by
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الإنجليزية