Data Science Online Courses for Cal Poly Students

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In this course, you will learn how to organize your data within the Microsoft Office Excel software tool. Once organized, we will discuss data cleaning. You will learn how to identify outliers and anomalies in the data, and how to identify and change data-types. Together we will develop a data...
By the end of this course, learners are empowered to implement data-driven process improvement objectives at their organization. The course covers: the business case for IoT (Internet of Things), the strategic importance of aligning operations and performance goals, best practices for collecting...
In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data. We will build on the concepts presented in the Statistical Inference course (Course 2) to emphasize the importance of connecting research...
Обработка и анализ больших данных представляет собой новую практическую задачу, требующую навыков работы с современным инструментарием. В настоящее время данные называют «нефтью 21 века», они накапливаются в корпоративных и государственных информационных системах, социальных сетях, веб...
Before you can work with data you have to get some. This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various formats. It will also cover the basics of data cleaning and how to make...
This course introduces participants to the big data capabilities of Google Cloud. Through a combination of presentations, demos, and hands-on labs, participants get an overview of Google Cloud and a detailed view of the data processing and machine learning capabilities. This course showcases the...
In this course, you will be introduced to basic statistics and study designs used in CER/PCOR and the ethical considerations to take into account when conducting CER/PCOR. This introductorycourse includes 4 lectures: Basic Statistics for PCOR/CER I Basic Statistics for PCOR/CER II Ethics...
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...
Machine learning (ML) allows us to teach computers to make predictions and decisions based on data and learn from experiences. In recent years, incredible optimizations have been made to machine learning algorithms, software frameworks, and embedded hardware. Thanks to this, running deep neural...
Discover practical ways to critically appraise scientific literature, including the conduction and interpretation of systematic reviews and meta-analyses. Additionally, you will learn how to conduct literature searches using online academic databases, hear about economic evaluations, and...
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...
You will become proficient in modes of communication and how to effectively communicate in person, by phone and by email. You will enhance your understanding of others: communication principles, communication styles and reading between the lines. Finally, you will improve your ability to...
While randomized controlled trials are considered to be the "gold standard" in health research, they cannot always be performed, for ethical or practical reasons. Observational studies gather information from data that has already been collected, or by observing and measuring patients' changes 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 Logistic Regression in R for Public Health! Why logistic regression for public health rather than just logistic regression? Well, there are some particular considerations for every data set, and public health data sets have particular features that need special attention. In a word,...
In this course, you will learn about the characteristics of CER/PCOR, compare and contrast CER/PCOR studies and randomized controlled trials, and you will hear how PCOR researchers have overcome a variety of barriers to ensure patient-centered care. This course includes the following 11...
In this foundational course, you will learn about the \"head and heart\" of everyday leadership by exploring dynamics of individual and group decision making and the challenges of managing motivation. Central to the course is forming a nuanced understanding of why and how leadership skills are...
Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist\'s toolkit. This course covers regression analysis, least...
In this course, experts will discuss the options a researcher must consider when embarking on clinical research. What research design should I choose? How do I start the process of getting my research approved? How will I analyze the data I collect? These are all important questions that a...
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...

Data Science Online Courses for Cal Poly Students

Searching for Cal Poly Data Science online courses has never been quicker. Browse Data Science online courses and more in and around San Luis Obispo, CA. To help narrow your results down, use Data Science online course filters to refine your Cal Poly Data Science online course search and enhance your Biology search experience. Sharing relevant Data Science listings with Cal Poly classmates can really help make the search process even faster for them! Uloop.com can help you find Cal Poly Data Science online courses today!

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