Introduction to Data Visualization with Tidyverse and R Training Course
The Tidyverse is a collection of versatile R packages for cleaning, processing, modeling, and visualizing data. Some of the packages included are: ggplot2, dplyr, tidyr, readr, purrr, and tibble.
In this instructor-led, live training, participants will learn how to manipulate and visualize data using the tools included in the Tidyverse.
By the end of this training, participants will be able to:
- Perform data analysis and create appealing visualizations
- Draw useful conclusions from various datasets of sample data
- Filter, sort and summarize data to answer exploratory questions
- Turn processed data into informative line plots, bar plots, histograms
- Import and filter data from diverse data sources, including Excel, CSV, and SPSS files
Audience
- Beginners to the R language
- Beginners to data analysis and data visualization
Format of the course
- Part lecture, part discussion, exercises and heavy hands-on practice
Course Outline
Introduction
- Tydyverse vs traditional R plotting
Setting up your working environment
Preparing the dataset
Importing and filtering data
Wrangling the data
Visualizing the data (graphs, scatter plots)
Grouping and summarizing the data
Visualizing the data (line plots, bar plots, histograms, boxplots)
Working with non-standard data
Closing remarks
Requirements
- No programming experience is necessary
Open Training Courses require 5+ participants.
Introduction to Data Visualization with Tidyverse and R Training Course - Booking
Introduction to Data Visualization with Tidyverse and R Training Course - Enquiry
Introduction to Data Visualization with Tidyverse and R - Consultancy Enquiry
Consultancy Enquiry
Testimonials (1)
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
Rhian Hughes - Public Health Wales NHS Trust
Course - Introduction to Data Visualization with Tidyverse and R
Upcoming Courses
Related Courses
Advanced Data Analysis with TIBCO Spotfire
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at business analysts who wish to learn advanced Spotfire Analyst techniques for analyzing data.
By the end of this training, participants will be able to:
- Share visualizations among different team members.
- Secure access to software based on roles and access controls.
- Create visualizations such as map charts.
- Integrate statistical computing languages such as R with Spotfire.
Introduction to Spotfire
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at business analysts and data analysts who wish to learn basic Spotfire Analyst techniques for analyzing data.
By the end of this training, participants will be able to:
- Install and configure TIBCO Spotfire.
- Combine data from different databases.
- Visualize large datasets.
- Create and share complex dashboards.
AI-Driven Data Analysis with TIBCO Spotfire X
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at business analysts and data analysts who wish to use TIBCO Spotfire X with its artificial intelligence capabilities to visualize, transform, and analyze data.
By the end of this training, participants will be able to:
- Install and configure TIBCO Spotfire X.
- Understand the features and architecture of TIBCO Spotfire X.
- Understand the concepts behind augmented and predictive analytics.
- Learn how to load, process, and visualize data using Spotfire X.
- Create interactive and enhanced data visualizations.
Data Analysis with SQL, Python and Spotfire
14 HoursIn this instructor-led, live training in Finland, participants will learn three different approaches for accessing, analyzing and visualizing data. We start with an introduction to RDMS databases; the focus will be on accessing and querying an Oracle database using the SQL language. Then we look at strategies for accessing an RDMS database programmatically using the Python language. Finally, we look at how to visualize and present data graphically using TIBCO Spotfire.
Format of the Course
Interactive lecture and discussion.
Lots of exercises and practice.
Hands-on implementation in a live-lab environment.
TIBCO for Developers
21 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at developers who wish to use BusinessEvents and ActiveMatrix Service Bus to develop, deploy, and manage event driven applications.
By the end of this training, participants will be able to:
- Set up the necessary development environment to start developing.
- Build distributed, stateful, rule-based event-processing systems.
- Manage business events data and execute proper business rules.
- Reduce the event response time in large-scale, data driven applications.
- Build applications for fraud detection, track-and-trace, real-time customer offer generation, etc.
TIBCO Statistica
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at engineers, researchers, and data analysts who wish to use TIBCO Statistica features to create analytic workflows and models.
By the end of this training, participants will be able to:
- Install and navigate the TIBCO Statistica program to build and manage data analysis projects.
- Understand statistics basics to analyze data and generate useful insights for the business.
- Explore advanced topics to work with big data and machine learning using TIBCO Statistica.
Advanced Alerting and Automation with Grafana and Prometheus
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at advanced-level DevOps and SRE professionals who wish to enhance their alerting and automation skills with Grafana and Prometheus.
By the end of this training, participants will be able to:
- Create and manage advanced alerting rules in Prometheus.
- Integrate Prometheus Alertmanager with external tools using webhooks.
- Automate responses to alerts for faster issue resolution.
- Use Grafana to visualize and manage alerts effectively.
Building Effective Dashboards with Grafana and Prometheus
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at intermediate-level DevOps and SRE professionals who wish to create impactful dashboards and optimize their monitoring practices using Grafana and Prometheus.
By the end of this training, participants will be able to:
- Understand best practices for designing effective dashboards.
- Create and configure advanced Grafana dashboard elements.
- Leverage Grafana templating for dynamic and reusable dashboards.
- Implement alerting mechanisms to enhance operational awareness.
Custom Metrics and Instrumentation with Prometheus and Grafana
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at intermediate-level developers and DevOps engineers who wish to instrument their applications to export and monitor custom metrics effectively using Prometheus and Grafana.
By the end of this training, participants will be able to:
- Understand the importance of custom metrics for application monitoring.
- Instrument applications to export custom metrics for Prometheus.
- Create and configure dashboards in Grafana to visualize custom metrics.
- Apply best practices for integrating monitoring into the development lifecycle.
Monitoring with Grafana
14 HoursThis instructor-led, live training in Finland (onsite or remote) is aimed at data analysts who wish to use Grafana for monitoring and visualizing data.
By the end of this training, participants will be able to:
- Set up the necessary development environment to start creating visualizations in Grafana.
- Set up Grafana for high availability.
- Customize panels and dashboards with data.
- Configure a reverse proxy for fast loading speeds.
Advanced Grafana
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at intermediate-level data analysts who wish to learn and utilize the advanced features and components of Grafana for data visualization and analysis.
By the end of this training, participants will be able to:
- Gain an in-depth understanding of advanced Grafana concepts and components.
- Leverage template variables and dynamic dashboards for enhanced data visualization.
- Use Grafana Query Language for complex queries.
- Learn best practices for scaling Grafana, optimizing performance, and ensuring high availability.
Grafana and GLPI Administration
21 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at beginner to intermediate-level IT professionals who wish to gain the knowledge and practical skills necessary to excel in the administration of Grafana and GLPI.
By the end of this training, participants will be able to:
- Create and customize Grafana dashboards with different visualizations.
- Implement alerting and notifications for monitoring.
- Administer user accounts, teams, and permissions.
- Manage IT assets effectively, including hardware and software inventory.
- Implement a helpdesk system for user support and ticket management.
Grafana and Graphite
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at web developers and DevOps engineers who wish to visualize and monitor data with Grafana and Graphite.
By the end of this training, participants will be able to:
- Aggregate and visualize metrics about systems and applications.
- Create a StatsD client for gathering application metrics.
- Build informative and dynamic dashboards with Grafana.
- Gather insights from back-end performance.
Introduction to Grafana and Prometheus
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at beginner-level IT professionals and DevOps practitioners who wish to learn the basics of Grafana and Prometheus.
By the end of this training, participants will be able to:
- Understand the purpose and key features of Grafana and Prometheus.
- Install and configure Grafana and Prometheus on a Linux environment.
- Set up basic data sources and dashboards in Grafana.
- Monitor system metrics and visualize data using Prometheus.
Integrating Grafana and Prometheus with Cloud Services
14 HoursThis instructor-led, live training in Finland (online or onsite) is aimed at intermediate-level cloud and DevOps engineers who wish to enhance cloud observability with Grafana and Prometheus.
By the end of this training, participants will be able to:
- Understand the benefits of integrating Grafana and Prometheus with cloud platforms.
- Set up Prometheus for monitoring cloud-based resources.
- Configure Grafana for visualizing cloud service metrics.
- Leverage cloud-native tools and integrations for monitoring scalability.