Data Science Online Courses for Cal Tech Students

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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...
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...
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 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...
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...
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...
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...
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...
Welcome to Introduction to Statistics & Data Analysis in Public Health! This course will teach you the core building blocks of statistical analysis - types of variables, common distributions, hypothesis testing - but, more than that, it will enable you to take a data set you\'ve never seen...
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...
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...
Do big data and UX speak to you? This MOOC will give you the methods and tools to analyze the whole spectrum of data we handle in UX, from qualitative user research and quantitative user testing data analysis to big data Web analytics. You will be able to leverage insights from this data to make...
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...

Data Science Online Courses for Cal Tech Students

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

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