Search result for Data analysis and statistical inference Online Courses & Certifications
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Regression Models
by Brian Caffo, PhD , Roger D. Peng, PhD , Jeff Leek, PhD- 4.4
Approx. 54 hours to complete
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 squares and inference using regression models. Analysis of residuals and variability will be investigated. (OPTIONAL) Data analysis practice with immediate feedback (NEW! 10/18/2017) Use regression analysis, least squares and inference...
Bayesian Statistics: From Concept to Data Analysis
by Herbert Lee- 4.6
Approx. 12 hours to complete
This course introduces the Bayesian approach to statistics, starting with the concept of probability and moving to the analysis of data. Statistical Inference Priors and Models for Discrete Data Data analysis example in R Data analysis example in Excel R and Excel code from example analysis Module 4 objectives, assignments, and supplementary materials...
Advanced Trading Analysis with Python
by Diego Fernandez- 3.6
6.5 hours on-demand video
Approximate population mean statistical inference two tails tests multiple probability values. Estimate bootstrap population mean statistical inference percentile confidence interval and two tails test percentile probability value. At first, you’ll learn how to read or download S&P 500® Index ETF prices historical data to perform advanced trading analysis operations by installing related packages and running code on Python PyCharm IDE....
$14.99
Data – What It Is, What We Can Do With It
by Jennifer Bachner, PhD- 4.5
Approx. 11 hours to complete
This course introduces students to data and statistics. We’ll talk about how analysts use data for descriptive, causal and predictive inference. If you are in a field that increasingly relies on data-driven decision making, but you feel unequipped to interpret and evaluate data, this course will help you develop these fundamental tools of data literacy....
Introductory Statistics : Basic Ideas and Instruments for Statistical Inference
by Ryu Keun-kwan , Sangbeom Kim- 0.0
3 Weeks
This course utilizes real-life applications of Statistics in an exploration of the Statistical Inferenceprocess. Statistical Inference is the process by which data is used to draw a conclusionoruncover ascientific truthabout a population from asample. This course aims to familiarize the student with several ideas and instruments for statistical inference. The Expected Value and Standard Error...
$49
Introduction to Data, Signal, and Image Analysis with MATLAB
by Jack Noble- 4.7
Approx. 23 hours to complete
Welcome to Introduction to Data, Signal, and Image Analysis with MATLAB! MATLAB is an extremely versatile programming language for data, signal, and image analysis tasks. Statistical Data Analysis Learners will understand how signals, images, and data are represented and manipulated in MATLAB Learners will apply machine learning methods for data classification and prediction in MATLAB...
Business Statistics with R
by Diego Fernandez- 3.7
4 hours on-demand video
Approximate population mean two tails, right tail and population proportion left tail statistical inference tests probability values. Estimate paired populations means assuming equal population variances two tail statistical inference test probability value. Next, you’ll define quantitative data, data population and data sample. Approximate population mean two tails, right tail and population proportion left tail statistical inference tests probability values....
$9.99
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Advanced Portfolio Analysis with R
by Diego Fernandez- 3.8
4 hours on-demand video
Learn advanced portfolio analysis through a practical course with R statistical software using asset classes benchmark indexes replicating funds historical data for back-testing. Estimate two bootstrap population mean statistical inference percentile confidence interval and two tails tests percentile probability values. Estimate two bootstrap population mean statistical inference percentile confidence interval and two tails tests percentile probability values....
$12.99
Advanced Statistical Inference and Modelling Using R
by Elena Moltchanova- 0.0
6 Weeks
Advanced Statistical Inference and Modelling Using R is part two of the Statistical Analysis in R professional certificate. Exploratory data analysis and data visualisation using R. Multivariate analysis using Generalised Linear Models (GLMs): Structure, assumptions, diagnostics and interpretation. Basics of power analysis (sample size evaluation) and some thoughts on experimental design and missing data....
$249
Data Science: Inferential Thinking through Simulations
by Ani Adhikari , John DeNero , David Wagner- 0.0
5 Weeks
Using real-world examples from a wide range of domains including law, medicine, and football, you’ll learn how data scientists make conclusions about unknowns based on the data available. In this course, you will learn the framework for statistical inference and apply them to real-world data sets. The logical and conceptual frameworks of statistical inference...
$199