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Data Analysis and Interpretation Capstone

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This course is 5 of 5 in the Data Analysis and Interpretation Specialization. From Coursera: “The Capstone project will allow you to continue to apply and refine the data analytic techniques learned from the previous courses in the Specialization to address an important issue in society. You will use real world data to complete a project with our industry and academic partners. For example, you can work with our industry partner, … Continue Reading

Machine Learning for Data Analysis

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This course is 4 of 5 in the Data Analysis and Interpretation Specialization. From Coursera: “Are you interested in predicting future outcomes using your data? This course helps you do just that! Machine learning is the process of developing, testing, and applying predictive algorithms to achieve this goal. Make sure to familiarize yourself with course 3 of this specialization before diving into these machine learning concepts. Building on Course 3, which … Continue Reading

Regression Modeling in Practice

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This course is 3 of 5 in the Data Analysis and Interpretation Specialization. From Coursera: “This course focuses on one of the most important tools in your data analysis arsenal: regression analysis. Using either SAS or Python, you will begin with linear regression and then learn how to adapt when two variables do not present a clear linear relationship. You will examine multiple predictors of your outcome and be able to … Continue Reading

Data Analysis Tools

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This course is 2 of 5 in the Data Analysis and Interpretation Specialization. From Coursera: “In this course, you will develop and test hypotheses about your data. You will learn a variety of statistical tests, as well as strategies to know how to apply the appropriate one to your specific data and question. Using your choice of two powerful statistical software packages (SAS or Python), you will explore ANOVA, Chi-Square, and … Continue Reading

Data Management and Visualization

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This course is 1 of 5 in the Data Analysis and Interpretation Specialization. From Coursera: “Whether being used to customize advertising to millions of website visitors or streamline inventory ordering at a small restaurant, data is becoming more integral to success. Too often, we’re not sure how use data to find answers to the questions that will make us more successful in what we do. In this course, you will discover … Continue Reading

Coursera Data Analysis and Interpretation Specialization

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From Coursera: “Learn SAS or Python programming, expand your knowledge of analytical methods and applications, and conduct original research to inform complex decisions. The Data Analysis and Interpretation Specialization takes you from data novice to data expert in just four project-based courses. You will apply basic data science tools, including data management and visualization, modeling, and machine learning using your choice of either SAS or Python, including pandas and Scikit-learn. Throughout the … Continue Reading

Big Data – Capstone Project

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This course is 6 of 6 in the Coursera Big Data Specialization. From Coursera: “Welcome to the Capstone Project for Big Data! In this culminating project, you will build a big data ecosystem using tools and methods form the earlier courses in this specialization. You will analyze a data set simulating big data generated from a large number of users who are playing our imaginary game “Catch the Pink Flamingo”. During … Continue Reading

Graph Analytics for Big Data

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This course is 5 of 6 in the Coursera Big Data Specialization. From Coursera: “Want to understand your data network structure and how it changes under different conditions? Curious to know how to identify closely interacting clusters within a graph? Have you heard of the fast-growing area of graph analytics and want to learn more? This course gives you a broad overview of the field of graph analytics so you can … Continue Reading

Machine Learning With Big Data

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This course is 4 of 6 in the Coursera Big Data Specialization. From Coursera: “Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create machine learning models that learn from data, and to … Continue Reading

Big Data Integration and Processing

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This course is 3 of 6 in the Coursera Big Data Specialization. From Coursera: “At the end of this course, you will be able to: Retrieve data from example database and big data management systems Describe the connections between data management operations and the big data processing patterns needed to utilize them in large-scale analytical applications. Identify when a big data problem needs data integration Execute simple big data integration and … Continue Reading