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

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

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

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)

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

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

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)

SAS programing on Reports and Tables generating

317 ratings at Udemy

Create reports and tables using Proc Report, SAS Proc Tabulate, SAS Proc Print and SAS ODS

• Udemy
• 5 hours 48 minutes
• On-Demand
• Paid Course

Julia Programming Language - From Zero to Expert

244 ratings at Udemy

Learn the Next Gen Language for Data Science, Machine Learning and Numerical Computing

• Udemy
• 4 hours
• On-Demand
• Paid Course

SAS MACRO Programming - Advanced Programming for Beginners

164 ratings at Udemy

The Most Complete Course on SAS MACRO Programming : Theory and a lot of Practice

• Udemy
• 2 hours 38 minutes
• On-Demand
• Paid Course

Advanced SAS Course by Solving Questions and Use Cases

152 ratings at Udemy

Comprehensive and advanced SAS course: learning knowledge and skills, solving questions and passing exams

• Udemy
• 10 hours 55 minutes
• On-Demand
• Paid Course

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