Search result for Statistical methods Online Courses & Certifications
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Statistics for Data Science with Python
by Murtaza Haider , Aije Egwaikhide- 4.6
Approx. 12 hours to complete
This Statistics for Data Science course is designed to introduce you to the basic principles of statistical methods and procedures used for data analysis. You will take a hands-on approach to statistical analysis using Python and Jupyter Notebooks – the tools of choice for Data Scientists and Data Analysts. ✔Demonstrate proficiency in statistical analysis using Python and Jupyter Notebooks....
Basic Statistics
by Matthijs Rooduijn , Emiel van Loon- 4.6
Approx. 27 hours to complete
In the first part of the course we will discuss methods of descriptive statistics. You will not only learn about all these statistical concepts, you will also be trained to calculate and generate these statistics yourself using freely available statistical software. 01 Statistical inference...
Data Modeling and Regression Analysis in Business
by Sridhar Seshadri- 4.4
Approx. 25 hours to complete
The first set of tools will explore data description, statistical inference, and regression. We will extend these concepts to other statistical methods used for prediction when the response variable is categorical such as win-don’t win an auction. Lecture 1-1: Introduction to Analytics and Evolution of Statistical Inference...
Analytics for Decision Making
by Rick Cleary , Nathan Karst , Davit Khachatryan , George Recck- 0.0
4 Weeks
We will explore questions like: How are traditional statistical methods still relevant in modern analytics applications? How do we apply statistical methods in predictive applications?...
$249
Introduction To Data Science
by Nina Zumel- 3.6
6 hours on-demand video
You'll learn applied predictive modeling methods, as well as how to explore and visualize data, how to use and understand common machine learning algorithms in R, and how to relate machine learning methods to business problems. This course begins with a walk-through of a template data science project before diving into the R statistical programming language....
$29.99
Inferential Statistics
by Mine Çetinkaya-Rundel- 4.8
Approx. 17 hours to complete
This course covers commonly used statistical inference methods for numerical and categorical data. You will be guided through installing and using R and RStudio (free statistical software), and will use this software for lab exercises and a final project. Statistical vs....
Hypothesis Testing in Public Health
by John McGready, PhD, MS- 4.8
Approx. 19 hours to complete
Biostatistics is an essential skill for every public health researcher because it provides a set of precise methods for extracting meaningful conclusions from data. In this second course of the Biostatistics in Public Health Specialization, you'll learn to evaluate sample variability and apply statistical hypothesis testing methods. Use statistical methods to analyze sampling distribution...
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Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
Approx. 30 hours to complete
It builds on the course Bayesian Statistics: From Concept to Data Analysis, which introduces Bayesian methods through use of simple conjugate models. The lectures provide some of the basic mathematical development, explanations of the statistical modeling process, and a few basic modeling techniques commonly used by statisticians. Statistical modeling and Monte Carlo estimation...
Non-Equilibrium Applications of Statistical Thermodynamics
by John W. Daily- 4.4
Approx. 8 hours to complete
Course 5 of Statistical Thermodynamics explores three different applications of non-equilibrium statistical thermodynamics. Spectroscopic methods have become increasingly common as a way of determining the thermodynamic state of a system. It then explores methods for determining reaction rate constants. Spectroscopic Methods Numerical Methods for Chemical Kinetics Numerical Methods for Chemical Kinetics...
Simple Regression Analysis in Public Health
by John McGready, PhD, MS- 4.7
Approx. 14 hours to complete
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. Simple Regression Methods Practice simple regression methods to determine relationships between an outcome and a predictor Recognize confounding in statistical analysis...