Brian Caffo

Brian Caffo, PhD is a professor in the Department of Biostatistics at the Johns Hopkins University Bloomberg School of Public Health. He graduated from the Department of Statistics at the University of Florida in 2001. He works in the fields of computational statistics and neuroinformatics and co-created the SMART working group. He has been the recipient of the Presidential Early Career Award for Scientist ( PECASE) and Engineers and Bloomberg School of Public Health Golden Apple and AMTRA teaching awards.

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Practical Machine Learning (Coursera)

Apr 29th 2024
Practical Machine Learning (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
French
German
English
Chinese
Arabic
Vietnamese
Practical Machine Learning (Coursera)
One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will provide basic grounding in concepts such as training and [...]
Data Science Specialization
Data Science: Statistics and Machine Learning Specialization
Machine Learning
Algorithms
Data Science
Prediction
Regression
Naive Bayes
Classification Trees
R Programming
Random Forest
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
1-4 Hours/Week
42.00 EUR/month
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
French
German
English
Chinese
Arabic
Vietnamese

Developing Data Products (Coursera)

Apr 29th 2024
Developing Data Products (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Beginner
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Developing Data Products (Coursera)
A data product is the production output from a statistical analysis. Data products automate complex analysis tasks or use technology to expand the utility of a data informed model, algorithm or inference. This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. [...]
Data Science Specialization
Data Science: Statistics and Machine Learning Specialization
Data Products
Statistics
Statistical Analysis
Shiny
R Programming
Ploty
Interactivity
GoogleVis
Interactive Graphics
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Beginner
4 Weeks
5-10 Hours/Week
42.00 EUR/month
English
Arabic
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese

Regression Models (Coursera)

Apr 29th 2024
Regression Models (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
11-20 Hours/Week
Languages
English
French
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
English
Chinese
Arabic
Regression Models (Coursera)
Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. 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 [...]
Data Science Specialization
Data Science: Statistics and Machine Learning Specialization
Regression Models
Statistics
ANOVA
ANCOVA
Data Science
Regression
Linear Models
Linear Regression
Regression Analysis
Multivariable Regression
Logistic Regression
Poisson Regression
Coursera Plus
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Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
11-20 Hours/Week
39.00 EUR/month
English
French
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
English
Chinese
Arabic

Exploratory Data Analysis (Coursera)

Apr 29th 2024
Exploratory Data Analysis (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
11-20 Hours/Week
Languages
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Vietnamese
Chinese
Arabic
Exploratory Data Analysis (Coursera)
This course covers the essential exploratory techniques for summarizing data. These techniques are typically applied before formal modeling commences and can help inform the development of more complex statistical models. Exploratory techniques are also important for eliminating or sharpening potential hypotheses about the world that can be addressed by [...]
Data Science: Foundations using R Specialization
Data Science Specialization
Data Analysis
Cluster Analysis
ggplot2
R Programming
Data Science
Exploratory Data Analysis
Exploratory Techniques
Statistics
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
11-20 Hours/Week
39.00 EUR/month
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Vietnamese
Chinese
Arabic

Reproducible Research (Coursera)

Apr 29th 2024
Reproducible Research (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Vietnamese
Arabic
Reproducible Research (Coursera)
This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more generally, scientific claims, are published with their data and software code so that others may verify the findings and build upon them. [...]
Data Science: Foundations using R Specialization
Data Science Specialization
Reproducible Research
Data Analysis
Knitr
R Programming
Reproducibility
Data Science
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Mixed
4 Weeks
1-4 Hours/Week
39.00 EUR/month
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Vietnamese
Arabic

Statistical Inference (Coursera)

Apr 29th 2024
Statistical Inference (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
11-20 Hours/Week
Languages
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Vietnamese
Chinese
Arabic
Statistical Inference (Coursera)
Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical modeling, data oriented strategies and explicit use of designs and randomization in analyses. Furthermore, there are broad theories (frequentists, Bayesian, likelihood, design based, …) and [...]
Data Science: Statistics and Machine Learning Specialization
Data Science Specialization
Statistical Inference
Statistics
Asymptotics
Distribution
Probability
Statistical Hypothesis Testing
Data Science
Data Analysis
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
11-20 Hours/Week
39.00 EUR/month
English
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Vietnamese
Chinese
Arabic

Getting and Cleaning Data (Coursera)

Apr 29th 2024
Getting and Cleaning Data (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
5-10 Hours/Week
Languages
English
Arabic
French
Portuguese
Chinese
Italian
Vietnamese
Korean
German
Russian
English
Spanish
Getting and Cleaning Data (Coursera)
Before you can work with data you have to get some. This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various formats. It will also cover the basics of [...]
Data Science Specialization
Data Science: Foundations using R Specialization
Data
Data Cleaning
Data Sharing
Data Science
Getting Data
R Programming
Regular Expression
REGEX
Data Manipulation
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
5-10 Hours/Week
41.00 EUR/month
English
Arabic
French
Portuguese
Chinese
Italian
Vietnamese
Korean
German
Russian
English
Spanish

The Data Scientist's Toolbox (Coursera)

Apr 29th 2024
The Data Scientist's Toolbox (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic
The Data Scientist's Toolbox (Coursera)
In this course you will get an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and data scientists work with. There are two components to this course. The first is a [...]
Data Science Specialization
Data Science: Foundations using R Specialization
Data Science
Data
Github
Repository
Data Analysis
RStudio
R Programming
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Mixed
4 Weeks
1-4 Hours/Week
39.00 EUR/month
English
Vietnamese
Turkish
Spanish
Russian
Portuguese
Korean
Italian
German
French
English
Chinese
Arabic

Mathematical Biostatistics Boot Camp 2 (Coursera)

Apr 29th 2024
Mathematical Biostatistics Boot Camp 2 (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Mathematical Biostatistics Boot Camp 2 (Coursera)
Learn fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples.
Advanced Statistics for Data Science Specialization
Mathematical Biostatistics
Biostatistics
Math
Data Analysis
Statistics
Statistical Inference
Statistical Hypothesis Testing
Probability
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Mixed
4 Weeks
1-4 Hours/Week
32.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish

Mathematical Biostatistics Boot Camp 1 (Coursera)

Apr 29th 2024
Mathematical Biostatistics Boot Camp 1 (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Sci: Mathematics
Effort
Mixed
4 Weeks
1-4 Hours/Week
Languages
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish
Mathematical Biostatistics Boot Camp 1 (Coursera)
This class presents the fundamental probability and statistical concepts used in elementary data analysis. It will be taught at an introductory level for students with junior or senior college-level mathematical training including a working knowledge of calculus. A small amount of linear algebra and programming are useful for the [...]
Advanced Statistics for Data Science Specialization
Mathematical Biostatistics
Biostatistics
Math
Binomial Proportions
Confidence Intervals
Plotting
Bootstrapping
Asymptotics
Distributions
Random Vectors
Data Analysis
Probability
Statistics
Coursera Plus
View more details
Apr 29th 2024
Course Auditing
Coursera
Johns Hopkins University
Sci: Mathematics
Mixed
4 Weeks
1-4 Hours/Week
32.00 EUR/month
English
Arabic
French
Portuguese
Italian
Vietnamese
German
Russian
English
Spanish