Search result for Statistical inference Online Courses & Certifications
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Econometrics for Business in R and Python
by Diogo Alves de Resende- 4.5
10 hours on-demand video
Learn Causal Inference & Statistical Modeling to solve finance and marketing business problems. On top, the code will be built so that you download it and apply the causal inference techniques in your work and projects....
$11.99
Bayesian Statistics
by Mine Çetinkaya-Rundel , David Banks , Colin Rundel , Merlise A Clyde- 3.8
Approx. 35 hours to complete
The course will apply Bayesian methods to several practical problems, to show end-to-end Bayesian analyses that move from framing the question to building models to eliciting prior probabilities to implementing in R (free statistical software) the final posterior distribution. Inference for a Proportion: Frequentist Approach Inference for a Proportion: Bayesian Approach...
Advanced Portfolio Analysis with Python
by Diego Fernandez- 3.8
5 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
Managing, Describing, and Analyzing Data
by Wendy Martin- 4.4
Approx. 17 hours to complete
Explore the basics of sampling and sampling distributions with respect to statistical inference...
Probability - The Science of Uncertainty and Data
by John Tsitsiklis , Dimitri Bertsekas , Patrick Jaillet , Karene Chu- 0.0
16 Weeks
Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science. Probabilistic modeling and the related field of statistical inference are the keys to analyzing data and making scientifically sound predictions....
$300
Introduction to Bioconductor
by Rafael Irizarry , Michael Love , Vincent Carey- 0.0
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
Population Health: Responsible Data Analysis
by Mar Rodriguez Girondo , Jelle Goeman , Saskia le Cessie- 4.6
Approx. 21 hours to complete
Then, we will discuss that because data are usually obtained from a sample of a limited number of individuals, statistical methods are needed to make claims about the whole population of interest. From data to information I: statistical inference Statistical Inference Choosing the right statistical test Practice quiz statistical interference Good statistical practice...
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Analyze Datasets and Train ML Models using AutoML
by Antje Barth , Shelbee Eigenbrode , Sireesha Muppala , Chris Fregly- 4.6
Approx. 14 hours to complete
With Amazon SageMaker Clarify and Amazon SageMaker Data Wrangler, you will analyze a dataset for statistical bias, transform the dataset into machine-readable features, and select the most important features to train a multi-class text classifier. Statistical bias Statistical bias causes Measuring statistical bias Detecting statistical bias Detect statistical bias with Amazon SageMaker Clarify...
Introduction to Data Science
by Data Hawk Tech- 4.3
3 hours on-demand video
This course covers the necessary tools and concepts used in the data science industry, including machine learning, statistical inference, working with data at scale and much more....
$12.99
R Programming for Simulation and Monte Carlo Methods
by Geoffrey Hubona, Ph.D.- 4.4
11.5 hours on-demand video
Learn to program statistical applications and Monte Carlo simulations with numerous "real-life" cases and R software. The course partially utilizes the Comprehensive R Archive Network (CRAN) spuRs package to demonstrate how to structure and write programs to accomplish mathematical and probabilistic simulations using R statistical software....
$12.99