Statistical Computing Courses and Certifications

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
• Free Online Course (Audit)

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

Beijing Jiaotong University

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

CS50's Introduction to Programming with R

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

47 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)

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
• On-Demand
• Free Certificate

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
• On-Demand
• Free Certificate

Microcredential

Statistical Methods for Computer Science

Master advanced probability and statistical modeling techniques for data analysis, from fundamental concepts to computational methods, using R programming for real-world applications.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Necessary Condition Analysis (NCA)

27 ratings at Coursera

Learn to analyze data using necessity logic, identify necessary conditions for outcomes, and apply NCA with R software. Gain insights for theory and practice in various fields.

• Coursera
• 6 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

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

Packt Microcredential

R Ultimate 2023 - R for Data Science and Machine Learning

Master R programming for data science and machine learning, covering fundamentals to advanced techniques in statistical analysis, visualization, and AI applications.

• Coursera
• On-Demand
• Paid Course

Packt

120 Quick Stata Tips

Master 120 Stata tips for efficient data management, advanced statistics, streamlined programming, and impactful visualizations. Enhance your skills in handling complex datasets, creating publication-quality outputs, and optimizing workflows.

• Coursera
• 4 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Great Learning

R Programming for Beginners - Learn R in 3 Hours

2 reviews

Comprehensive introduction to R programming, covering data types, manipulation, visualization, and neural networks. Includes hands-on examples and a Pokemon case study for practical application.

• YouTube
• 3 hours 29 minutes
• 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