Search result for Data analysis and statistical inference Online Courses & Certifications
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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. Module 0: Get Ready & Module 1: Introduction to Analytics and Evolution of Statistical Inference Welcome to Data Modeling and Regression Analysis in Business Lecture 1-1: Introduction to Analytics and Evolution of Statistical Inference Lecture 1-8: Plotting Data and Creating Graphs in Rattle...
Introduction to Bioconductor
by Rafael Irizarry , Michael Love , Vincent Carey- 0.0
4 Weeks
The structure, annotation, normalization, and interpretation of genome scale assays. Statistical methods for testing gene-centric or pathway-centric hypotheses with genome-scale data are found in packages such as limma, some of these techniques will be illustrated in lectures and labs. Data Analysis for Life Sciences: 3x: Statistical Inference and Modeling for High-throughput Experiments 4x: High-Dimensional Data Analysis...
$149
Principles of fMRI 1
by Martin Lindquist, PhD, MSc , Tor Wager, PhD- 4.6
Approx. 8 hours to complete
This course covers the design, acquisition, and analysis of Functional Magnetic Resonance Imaging (fMRI) data, including psychological inference, MR Physics, K Space, experimental design, pre-processing of fMRI data, as well as Generalized Linear Models (GLM’s). 1: Psychological Inference Part 1 2: Psychological Inference Part 2 Module 22: Inference - Contrasts and T-tests...
Intro to Data Science
by Dave Holtz , Cheng-Han Lee- 0.0
Approx. 2 months
You will have an opportunity to work through a data science project end to end, from analyzing a dataset to visualizing and communicating your data analysis. Through working on the class project, you will be exposed to and understand the skills that are needed to become a data scientist yourself. lesson 3 Data Analysis Statistical rigor....
Free
Advanced Bioconductor
by Rafael Irizarry , Michael Love- 0.0
4 Weeks
Learn advanced approaches to genomic visualization, reproducible analysis, data architecture, and exploration of cloud-scale consortium-generated genomic data. 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
Fundamentals of Data Science with Python
by Packt Publishing- 3.8
2.5 hours on-demand video
Implement powerful data science techniques with Python using NumPy, SciPy, Matplotlib, and scikit-learn Then, you will use Python to mine data from its source and analyze available data via statistical and probability analysis techniques by using NumPy and pandas. Nicolas Rangeon is a freelance data scientist. Statistical Modelling and Fitting Using Data to Test a Statistical Model...
$12.99
Introduction to Genomic Technologies
by Steven Salzberg, PhD , Jeff Leek, PhD- 4.6
Approx. 6 hours to complete
This course introduces you to the basic biology of modern genomics and the experimental tools that we use to measure it. You'll also get an introduction to the key concepts in computing and data science that you'll need to understand how data from next-generation sequencing experiments are generated and analyzed. Memory and Data Structures...
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Case Studies in Functional Genomics
by Rafael Irizarry , Michael Love , Vincent Carey- 0.0
5 Weeks
Perform RNA-Seq, ChIP-Seq, and DNA methylation data analyses, using open source software, including R and Bioconductor. We start with RNA-seq data analysis covering basic concepts and a first look at FASTQ files. These courses make up two Professional Certificates and are self-paced: Data Analysis for Life Sciences: 3x: Statistical Inference and Modeling for High-throughput Experiments 4x: High-Dimensional Data Analysis...
$149
Statistics
by Sean Laraway , Ronald Rogers , Katie Kormanik- 0.0
Approx. 4 months
You'll learn how to use statistics to interpret that information and make decisions....
Free
Modeling Data in the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
Approx. 21 hours to complete
Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Different modeling approaches can be chosen to detect interesting patterns in the data and identify hidden relationships. Types of Data Science Questions Descriptive and Exploratory Data Analysis Data Exploration and Wrangling...