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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Advanced Linear Models for Data Science 1: Least Squares (Coursera)

May 6th 2024
Advanced Linear Models for Data Science 1: Least Squares (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Effort
Advanced
5-12 Weeks
1-4 Hours/Week
Languages
English
Polish
English
French
Persian
Russian
Advanced Linear Models for Data Science 1: Least Squares (Coursera)
Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: a basic understanding of linear algebra and multivariate calculus; a [...]
Advanced Statistics for Data Science Specialization
Least Squares
Linear Models
Linear Algebra
R Programming
Linear Regression
Regression Models
Data Science
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Advanced
5-12 Weeks
1-4 Hours/Week
33.00 EUR/month
English
Polish
English
French
Persian
Russian

Managing Data Analysis (Coursera)

May 6th 2024
Managing Data Analysis (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Business
Management & Leadership
Statistics & Data Analysis
Effort
Mixed
1 Week
5-10 Hours/Week
Languages
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese
Managing Data Analysis (Coursera)
This one-week course describes the process of analyzing data and how to manage that process. 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. In addition, we will describe how to direct [...]
Executive Data Science Specialization
Data Analysis
Exploratory Data Analysis
Interpretation
Communication
Strategy
Formal Modeling
Prediction
Inference
Data Science
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
Johns Hopkins University
Business
Management & Leadership
Statistics & Data Analysis
Mixed
1 Week
5-10 Hours/Week
33.00 EUR/month
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese

A Crash Course in Data Science (Coursera)

May 6th 2024
A Crash Course in Data Science (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Management & Leadership
Effort
Mixed
1 Week
5-10 Hours/Week
Languages
English
Arabic
Urdu
Chinese
English
French
German
Hindi
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese
A Crash Course in Data Science (Coursera)
By now you have definitely heard about data science and big data. In this one-week class, we will provide a crash course in what these terms mean and how they play a role in successful organizations. This class is for anyone who wants to learn what all the data [...]
Executive Data Science Specialization
Data Science
Data Analysis
Project
Software Engineering
Statistics
Machine Learning
Big Data
Coursera Plus
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May 6th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Management & Leadership
Mixed
1 Week
5-10 Hours/Week
33.00 EUR/month
English
Arabic
Urdu
Chinese
English
French
German
Hindi
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese

Building a Data Science Team (Coursera)

May 6th 2024
Building a Data Science Team (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Statistics & Data Analysis
Data Science
Management & Leadership
Effort
Mixed
1 Week
5-10 Hours/Week
Languages
English
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Arabic
Spanish
Turkish
Vietnamese
Building a Data Science Team (Coursera)
Data science is a team sport. As a data science executive it is your job to recruit, organize, and manage the team to success. In this one-week course, we will cover how you can find the right people to fill out your data science team, how to organize them [...]
Executive Data Science Specialization
Data Science Team
Team
Data Science
Team Management
Team Building
Data Engineer
Data Scientist
Coursera Plus
View more details
May 6th 2024
Course Auditing
Coursera
Johns Hopkins University
Statistics & Data Analysis
Data Science
Management & Leadership
Mixed
1 Week
5-10 Hours/Week
33.00 EUR/month
English
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Arabic
Spanish
Turkish
Vietnamese

Data Science in Real Life (Coursera)

May 6th 2024
Data Science in Real Life (Coursera)
Course Auditing
Coursera
Johns Hopkins University
Categories
Data Science
Statistics & Data Analysis
Management & Leadership
Effort
Mixed
1 Week
5-10 Hours/Week
Languages
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese
Data Science in Real Life (Coursera)
Have you ever had the perfect data science experience? The data pull went perfectly. There were no merging errors or missing data. Hypotheses were clearly defined prior to analyses. Randomization was performed for the treatment of interest. The analytic plan was outlined prior to analysis and followed exactly. The [...]
Executive Data Science Specialization
Data Science
Real Life
Data Management
Statistics
Statistical Inference
Machine Learning
Bias
Confounding
Data Quality
Causal Inference
Randomisation
Experimental Design
Data Analysis
Coursera Plus
View more details
May 6th 2024
Course Auditing
Coursera
Johns Hopkins University
Data Science
Statistics & Data Analysis
Management & Leadership
Mixed
1 Week
5-10 Hours/Week
33.00 EUR/month
English
Arabic
Chinese
English
French
German
Italian
Korean
Portuguese
Russian
Spanish
Turkish
Vietnamese

Developing Data Products (Coursera)

May 6th 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
View more details
May 6th 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)

May 6th 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
View more details
May 6th 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)

May 6th 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
May 6th 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

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

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