Data Science

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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 using Scikit-Learn (Coursera)

May 13th 2021
Regression using Scikit-Learn (Coursera)
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This project is aimed at students and practitioners of Data Sciences for building Predictive Analytics models for research and commercial purposes. Machine Learning can be used to solve prediction problems for classification and regression. In this project, we discuss about using Machine Learning for building Regression Models. We will [...]
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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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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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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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Introduction to PyMC3 for Bayesian Modeling and Inference (Coursera)

May 10th 2021
Introduction to PyMC3 for Bayesian Modeling and Inference (Coursera)
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The objective of this course is to introduce PyMC3 for Bayesian Modeling and Inference, The attendees will start off by learning the the basics of PyMC3 and learn how to perform scalable inference for a variety of problems. This will be the final course in a specialization of [...]
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May 10th 2021
Course Auditing
40.00 EUR/month

Bayesian Inference with MCMC (Coursera)

May 10th 2021
Bayesian Inference with MCMC (Coursera)
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The objective of this course is to introduce Markov Chain Monte Carlo Methods for Bayesian modeling and inference, The attendees will start off by learning the the basics of Monte Carlo methods. This will be augmented by hands-on examples in Python that will be used to illustrate how [...]
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Introduction to Bayesian Statistics (Coursera)

May 10th 2021
Introduction to Bayesian Statistics (Coursera)
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The objective of this course is to introduce Computational Statistics to aspiring or new data scientists. The attendees will start off by learning the basics of probability, Bayesian modeling and inference. This will be the first course in a specialization of three courses .Python and Jupyter notebooks will be [...]
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Serverless Data Processing with Dataflow: Foundations (Coursera)

This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache Beam vision and the benefits of the Beam Portability [...]
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