Statistical Computing Courses and Certifications

Modern Statistical Computing and Regression Modeling in R

Discover statistical computing with R, Excel, Tableau, and Jupyter Notebooks while mastering Monte Carlo methods and regression analysis through hands-on practice with real datasets.

• Coursera
• 11 hours 6 minutes
• On-Demand
• Paid Course

R Programming

245 reviews

Aprenda a programar em R para análise eficaz de dados, incluindo instalação de software, conceitos de programação, funções R, depuração e organização de código.

• Coursera
• 57 hours
• On-Demand
• Paid Course

Introduction to R and Geographical Information Systems (GIS)

Master R programming and GIS fundamentals through hands-on tutorials covering data structures, statistical modeling, and spatial analysis with practical mapping techniques.

• YouTube
• 2 hours 38 minutes
• On-Demand
• Free Video

R Programming Tutorial - Learn the Basics of Statistical Computing

1 review

Hands-on introduction to R for data science, covering installation, basic plotting, data manipulation, statistical analysis, and machine learning techniques.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Video

Statistical Computing with R - a gentle introduction

Learn statistical computing with R, covering basics, data types, functions, data frames, and plotting. Gain foundational skills for data manipulation, analysis, and visualization in life sciences and beyond.

• Independent
• On-Demand
• Free Online Course

Computational Genomics Summer Institute CGSI

MM Principle of Optimization - CGSI 2023

Explore the MM Principle of Optimization in computational genomics, covering algorithms, applications in signal processing, and machine learning techniques.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Computational Genomics Summer Institute CGSI

Examples of MM Algorithms - CGSI 2024

Explore MM algorithms through practical examples, enhancing understanding of their applications in statistics, signal processing, and machine learning.

• YouTube
• 47 minutes
• On-Demand
• Free Video

In questo corso introduttivo di R imparerai le basi di questo meraviglioso linguaggio open source: imparerai ad utilizzare i vettori, i fattori, le liste e i data frames.

• DataCamp
• On-Demand
• Free Trial Available

Data Frames in R

Master data frame fundamentals in R - from creation and manipulation to advanced operations like aggregation, calculations, and cleaning techniques for effective data analysis.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Introduction to Machine Learning with caret

Master machine learning fundamentals using R's caret package, covering data preprocessing, model training, evaluation, and cross-validation through hands-on practice with real datasets like iris.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

R for Everyone: An Introduction

R is a free language created to be used to teach statistics. Today, R is one of the most powerful and flexible statistical environments.

• OpenLearning
• 5 hours
• On-Demand
• Paid Course

CS50's Introduction to Programming with R

2 reviews

An introduction to programming using a language called R, a popular language for statistical computing and graphics in data science and other domains.

• edX
• 7 weeks, 6-12 hours a week
• On-Demand
• Free Online Course (Audit)

R Programming Fundamentals

55 ratings at edX

Learn R programming essentials, from installation to basic statistical functions. Develop skills in data manipulation, function writing, and gain insights from R co-creator Robert Gentleman.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

统计计算

统计计算是统计学与计算科学的完美结合, 是进行探索性数据分析和高维数据可视化的有效方法, 已经成为大数据时代数据分析的重要组成部分!

• XuetangX
• On-Demand
• Free Online Course

Microcredential

Computer Science for Data Science

Dive into the fundamentals of computer science and R programming for data analysis. Master abstraction, algorithms, data structures, and statistical computing to manipulate data, create visualizations, and develop actionable insights from massive dataset…

• edX
• On-Demand
• $518.00
• 2 courses