Reproducible Data Science with Machine Learning
Discover techniques for reproducible data science using machine learning, focusing on workflow organization, notebook environments, and Azure ML Compute Instances for transparent and explainable AI development.
RStudio Tutorial
Comprehensive RStudio tutorial covering statistical analysis, data visualization, bioinformatics, machine learning, and more. Ideal for beginners and advanced users seeking practical skills in R programming.
Prepping Data for Analysis in R
Comprehensive workshop on data preparation for analysis in R, covering common issues, automated solutions, and practical demonstrations using open-source tools and packages.
Creating Simple Graphs in R Studio - Bar, Scatter, and Box Plots
Learn to create bar graphs, scatter plots, pie charts, and box plots using simple R functions for effective data visualization in RStudio.
Getting Started with R - R Statistical Software Tutorial Videos
Comprehensive introduction to R programming for beginners, covering installation, basic operations, data handling, and essential functions. Ideal for those starting their journey in data analysis and statistics.
The 15 Most Important R Commands - R for Beginners
Learn essential R commands for data manipulation, visualization, and file handling, focusing on dplyr and tidyverse packages in RStudio. Ideal for beginners seeking to enhance their R programming skills.
Prepping Data for Analysis Using R
Learn techniques for preparing data for analysis using R, covering common issues, automated solutions, and practical demonstrations for handling missing values and categorical variables.
Getting Started with RStudio
Learn RStudio's key features, from installation to scripting, debugging, and data visualization. Master this powerful IDE for R programming efficiently.
Survival Analysis on Cancer Data - RStudio Tutorial
Aprenda análise de sobrevivência em dados de câncer usando R. Tutorial prático sobre pipeline de análise, uso de dados TCGA, expressão gênica e modelagem preditiva para pesquisa biomédica.
Google Drive and Google Sheets in R - A RStudio Tutorial
Learn to efficiently use googledrive and googlesheets4 packages in R for seamless data management and analysis with Google Drive and Google Sheets.
How to Use Gganimate in R - A RStudio Tutorial for Beginners
Learn to create dynamic, animated data visualizations in R using gganimate. Master key functions and techniques for enhancing your data storytelling skills.
How to Use Ggplot2 in R - A Beginner's RStudio Tutorial
Learn to create data visualizations in R using ggplot2, from basic plots to advanced techniques. Covers installation, data understanding, and various plot types for effective data representation.
Python on RStudio - Visual Markdown Editor - RStudio Latest Update Demo
Explore RStudio 1.45's new features: visual Markdown editor, command palette, customizable panes, and seamless Python integration for enhanced data analysis and visualization.
Introduction to R
Learn R programming basics, including its advantages, interface, and essential functions for data analysis and visualization in biology.
Building Our First Model - Introduction to Text Analytics with R Part 4
Learn to build and evaluate a text classification model using R, covering tokenization, cross-validation, parallel processing, and decision tree training for optimal accuracy in text analytics.
Making a CV with R and RStudio: Professional and Semantic
Learn to create professional CVs using R and RStudio with the vitae package. Explore 6 templates and leverage markdown for customization in this efficient, programmer-friendly approach to resume building.
Learn R Programming in 7 Hours - Statistical Programming and Data Analysis
Comprehensive R programming tutorial covering installation, environment, data types, structures, functions, loops, and advanced topics for statistical analysis and data manipulation.
Machine Learning in R - Repurpose Machine Learning Code for New Data
Learn to adapt machine learning code in R for new datasets. Explore data understanding, visualization, and model building techniques using the DHFR dataset as an example.
Word Embedding with Keras - A RStudio Tutorial
Learn word embedding techniques using Keras in RStudio. Covers theory, concepts, and practical implementation, including Keras basics and machine learning fundamentals for natural language processing.
Basic Data Structures in R Programming - Vector, List, Data Frame, Matrix, Array - R Language
Comprehensive overview of essential data structures in R programming, covering vectors, lists, data frames, matrices, and arrays for effective data manipulation and analysis.
Data Visualization with R
Learn to create impactful data visualizations using R and RStudio. Explore R's capabilities for transforming data into actionable insights through hands-on demonstrations and expert guidance.