Probability and Statistics Online Courses for DU Students

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This course will provide you with a basic, intuitive and practical introduction into Probability Theory. You will be able to learn how to apply Probability Theory in different scenarios and you will earn a \"toolbox\" of methods to deal with uncertainty in your daily life. The course is split in...
This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation...
Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota\'s Analytics for Decision Making specialization. This course will introduce to you the concepts, processes, and applications of predictive modeling, with a focus on linear regression and time series...
Understand the foundations of probability and its relationship to statistics and data science. We\'ll learn what it means to calculate a probability, independent and dependent outcomes, and conditional events. We\'ll study discrete and continuous random variables and see how this fits with data...
Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: - A basic understanding of linear algebra and...
The first course of the specialization ANALYZING COMPLEXITY will teach you what unifying patterns lie at the core of all complex problems. It advances your knowledge of your own field by teaching you to look at it in new ways. ANALYZING COMPLEXITY is constructed in the following way: Week I...
This course covers commonly used statistical inference methods for numerical and categorical data. You will learn how to set up and perform hypothesis tests, interpret p-values, and report the results of your analysis in a way that is interpretable for clients or the public. Using numerous data...
In the final course from the Machine Learning for Trading specialization, you will be introduced to reinforcement learning (RL) and the benefits of using reinforcement learning in trading strategies. You will learn how RL has been integrated with neural networks and review LSTMs and how they can...
This course aims at introducing the fundamental concepts of Reinforcement Learning (RL), and develop use cases for applications of RL for option valuation, trading, and asset management. By the end of this course, students will be able to - Use reinforcement learning to solve classical problems...
Biostatistics is the application of statistical reasoning to the life sciences, and it\'s the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, we\'ll focus on the use of simple regression methods to determine...
This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more generally, scientific claims, are published with their data and software code so that others may verify the findings and...
Interested in increasing your knowledge of the Big Data landscape? This course is for those new to data science and interested in understanding why the Big Data Era has come to be. It is for those who want to become conversant with the terminology and the core concepts behind big data problems,...
What are the ethical considerations regarding the privacy and control of consumer information and big data, especially in the aftermath of recent large-scale data breaches? This course provides a framework to analyze these concerns as you examine the ethical and privacy implications of collecting...
In this course we\'re going to guide you through the fundamental building blocks of data science, one of the fastest-growing fields in the world! With the help of our industry-leading data scientists, we\'ve designed this course to build ready-to-apply data science skills in just 15 hours of...
One of the skills that characterizes great business data analysts is the ability to communicate practical implications of quantitative analyses to any kind of audience member. Even the most sophisticated statistical analyses are not useful to a business if they do not lead to actionable advice,...
This is a basic course in designing experiments and analyzing the resulting data. The course objective is to learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues...
This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models. Exploratory techniques are also important for eliminating or sharpening...
This course teaches you how to calculate the return of a portfolio of securities as well as quantify the market risk of that portfolio, an important skill for financial market analysts in banks, hedge funds, insurance companies, and other financial services and investment firms. Using the R...
Welcome to this course on Getting started with TensorFlow 2! In this course you will learn a complete end-to-end workflow for developing deep learning models with Tensorflow, from building, training, evaluating and predicting with models using the Sequential API, validating your models and...
This course teaches you the simple principles expert managers use to improve and motivate employee performance. You\'ll never have to avoid telling an employee \"the truth\" again, because the seven techniques we teach will not make employees defensive or afraid. As a manager, or someone who...

Probability and Statistics Online Courses for DU Students

Searching for DU Probability and Statistics online courses has never been quicker. Browse Probability and Statistics online courses and more in and around Denver, CO. To help narrow your results down, use Probability and Statistics online course filters to refine your DU Probability and Statistics online course search and enhance your Biology search experience. Sharing relevant Probability and Statistics listings with University of Denver classmates can really help make the search process even faster for them! Uloop.com can help you find DU Probability and Statistics online courses today!

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