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
• Self-Paced
• Paid Course

R Programming

246 ratings

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
• Self-Paced
• 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
• Self-Paced
• Free Video

R Programming Tutorial - Learn the Basics of Statistical Computing

1 rating

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

• freeCodeCamp
• 2-3 hours
• Self-Paced
• 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
• Self-Paced
• Free Online Course

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

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
• Self-Paced
• Free Online Course

Career Certificate

Statistical Methods for Computer Science

5 ratings at Coursera

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

• Coursera
• 12 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Career Certificate

Modern Statistics for Data-Driven Decision-Making

Master statistical methods for data-driven decisions across business, industrial, and social environments with probability, regression, Bayesian concepts, and classification techniques.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Bayesian Statistical Concepts and Methods

Master Bayesian methods for data analysis using posterior distributions, MCMC algorithms, and hierarchical models with R and Stan platform implementation.

• Coursera
• 5 hours 30 minutes
• Self-Paced
• Paid Course