Statistics & Data Analysis

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Problem Solving Using Microsoft Excel (Coursera)

Excel is a spreadsheet developed by Microsoft for Windows for macOS, iOS and Android. Using Excel, one can make simple and complex calculations, plot graphs and charts, and analyze data for problem solving. It is a very popular spreadsheet, used by students, teachers, and industries worldwide. In this project, [...]
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Regression Modeling in Practice (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 [...]
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Average: 8 ( 3 votes )

Python Project for Data Science (Coursera)

May 13th 2021
Python Project for Data Science (Coursera)
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This mini-course is intended to for you to demonstrate foundational Python skills for working with data. The completion of this course involves working on a hands-on project where you will develop a simple dashboard using Python. This course is part of the IBM Data Science Professional Certificate and the [...]
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IoT System Design: Software and Hardware Integration (edX)

Start developing your own Internet of Things (IoT) system with this exploration of the interaction between software and hardware. This course is designed to teach you how systems are developed using IoT technology. Many engineers and developers tend to focus on a single discipline - either software or hardware. [...]
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Average: 2 ( 2 votes )

Statistical Predictive Modelling and Applications (edX)

Learn how to apply statistical modelling techniques to real-world business scenarios using Python. In this course, you will learn three predictive modelling techniques - linear and logistic regression, and naive Bayes - and their applications in real-world scenarios. The first half of the course focuses on linear regression. This [...]
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Getting Started with SAS Programming (Coursera)

This course is for users who want to learn how to write SAS programs to access, explore, prepare, and analyze data. It is the entry point to learning SAS programming for data science, machine learning, and artificial intelligence. It is a prerequisite to many other SAS courses.
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Queuing Theory: from Markov Chains to Multi-Server Systems (edX)

Learn key mathematical tools necessary to anticipate the performance levels of queueing systems and understand the behavior of other systems that evolve randomly over time. Situations where resources are shared among users appear in a wide variety of domains, from lines at stores and toll booths to queues in [...]
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Simulation Models for Decision Making (Coursera)

May 10th 2021
Simulation Models for Decision Making (Coursera)
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This course is primarily aimed at third- and fourth-year undergraduate students or graduate students interested in learning simulation techniques to solve business problems. The course will introduce you to take everyday and complex business problems that have no one correct answer due to uncertainties that exist in business environments. [...]
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Serverless Data Processing with Dataflow: Develop Pipelines (Coursera)

May 10th 2021
Serverless Data Processing with Dataflow: Develop Pipelines (Coursera)
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In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK. We start with a review of Apache Beam concepts. Next, we discuss processing streaming data using windows, watermarks and triggers. We then cover options for sources [...]
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Brain Tumor Classification Using Keras (Coursera)

In this 2-hour-long guided project, we will use an efficient net model and train it on a Brain MRI dataset. This dataset has more than 3000 Brain MRI scans which are categorized in four classes - Glioma Tumor, Meningioma Tumor, Pituitary Tumor and No Tumor. Our objective in this [...]
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