Search result for Statistical inference Online Courses & Certifications
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Data Science in Real Life
by Brian Caffo, PhD , Jeff Leek, PhD , Roger D. Peng, PhD- 4.4
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Approx. 7 hours to complete
Challenge statistical modeling assumptions and drive feedback to data analysts Contrasting machine learning versus classical statistical inference...
Advanced Portfolio Analysis with R
by Diego Fernandez- 3.8
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4 hours on-demand video
Approximate two population mean statistical inference two tails tests multiple probability values. Estimate two bootstrap population mean statistical inference percentile confidence interval and two tails tests percentile probability values. Approximate two population mean statistical inference two tails tests multiple probability values. Estimate two bootstrap population mean statistical inference percentile confidence interval and two tails tests percentile probability values....
$12.99
Preparing for the AP* Statistics Exam
by Scott McDaniel , Jeff Moore , Ginger Rowell- 0.0
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35 Weeks
Statistical Inference: Estimating population parameters and testing hypotheses Statistical Inference: Estimating population parameters and testing hypotheses...
$25
Programming Statistical Applications in R
by Geoffrey Hubona, Ph.D.- 4.4
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11 hours on-demand video
An introductory course that teaches the foundations of scientific and statistical programming using R software. Boostrap and Jackknife resampling methods are explained in detail, as are methods and techniques for estimating inference and for constructing confidence intervals, as well as of performing N-fold cross validation assessments of competing statistical models....
$11.99
Data – What It Is, What We Can Do With It
by Jennifer Bachner, PhD- 4.5
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Approx. 11 hours to complete
The course first introduces a framework for thinking about the various purposes of statistical analysis. Statistical Inference Causal Inference Based on Counterfactuals...
High-Dimensional Data Analysis
by Rafael Irizarry , Michael Love- 0.0
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4 Weeks
By the third course will be teaching advanced statistical concepts such as hierarchical models and by the fourth advanced software engineering skills, such as parallel computing and reproducible research concepts. 3x: Statistical Inference and Modeling for High-throughput Experiments...
$149
Causal Data Science with Directed Acyclic Graphs
by Paul Hünermund- 4.7
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5 hours on-demand video
Get to know the modern tools for causal inference from machine learning and AI, with many practical examples in R DAGs combine mathematical graph theory with statistical probability concepts and provide a powerful approach to causal reasoning. Hands-on examples, discussed in the statistical software package R, will guide through the presented material....
$13.99
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Managing Data Analysis
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.6
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Approx. 9 hours to complete
We describe the iterative nature of data analysis and the role of stating a sharp question, exploratory data analysis, inference, formal statistical modeling, interpretation, and communication. Integrate statistical findings to form coherent data analysis presentations Using Statistical Models to Explore Your Data (Part 1) Using Statistical Models to Explore Your Data (Part 2)...
MathTrackX: Statistics
by Dr Melissa Humphries , Dr David Butler , Dr Brendan Harding , Dr Danny Stevenson- 0.0
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4 Weeks
Understand fundamental concepts relating to statistical inference and how they can be applied to solve real world problems. This course will build on probability and random variable knowledge gained from previous courses in the MathTrackX XSeries with the study of statistical inference, one of the most important parts of statistics....
$79
MathTrackX: Probability
by Dr Brendan Harding , Dr Melissa Humphries , Dr David Butler , Dr Danny Stevenson- 0.0
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4 Weeks
Beginning with discrete random variables, together with their uses in modelling random processes involving chance and variation, you will start to uncover the framework for statistical inference....
$79
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