R is a functional programming environment for business analysts and data scientists, serving as the perfect tool for solving statistical, numerical, or probability-based problems based on real data, when they've pushed Excel past its limits. Introduction to R Programming for Data Science and Analytics is a three-day, hands-on course designed to provide you with the practical skills and experience needed use R to handle large datasets, perform intricate analyses and data management, and create vivid and insightful data visualizations - all essential competencies for today's data professional.
Working in a hands-on learning environment guided by our expert instructor, you'll gain an comprehensive understanding of R programming. Starting with the basics, you'll learn about R and RStudio, the installation of packages, and diverse variable types and data structures. Data visualization forms a critical part of the learning journey as you learn to create base plots, use ggplot2, and explore interactive data visualization tools like Shiny and Plotly. The course emphasizes data management skills, teaching you data summarization, how to create factor variables, merge and join data, and use the table() function effectively.
By the end of the course, you'll be proficient in data import and export, including handling Excel spreadsheets, creating and plotting linear model objects, creating data summarization tables, and combining matrices of objects into data frames. You'll have the skills to manage data efficiently and produce engaging, insightful visualizations, ready to apply this knowledge in real-world projects. With these competencies, you'll be well-positioned to make a tangible impact on your team's data analytics processes, making you an invaluable asset in your professional ecosystem.
This course is approximately 50% hands-on, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Working in a hands-on learning environment you'll explore:
Need different skills or topics? If your team requires different topics or tools, additional skills or custom approach, this course may be further adjusted to accommodate. We offer additional R Programming, Python, data science, AI / machine learning / deep learning and other related topics that may be blended with this course for a track that best suits your needs. Our team will collaborate with you to understand your needs and will target the course to focus on your specific learning objectives and goals.
This introductory-level course is ideal for technical team members who are new to R programming. Attendee roles might include (but are not limited to) data analysts, software developers, IT professionals, and data-driven project managers seeking to enhance their data manipulation and visualization skills. The course will also benefit data enthusiasts who want to gain hands-on experience in R programming for improved business analytics and decision making.
Follow On Courses: Our core R and Python programming, data science, analytics, AI and machine learning training courses provide students with a solid foundation for continued learning based on role, goals, or their areas of specialty. Please inquire for next step recommendations based on your goals.
This introductory-level course is ideal for technical team members who are new to R programming. Attendee roles might include (but are not limited to) data analysts, software developers, IT professionals, and data-driven project managers seeking to enhance their data manipulation and visualization skills. The course will also benefit data enthusiasts who want to gain hands-on experience in R programming for improved business analytics and decision making.
Please note that this list of topics is based on our standard course offering, evolved from typical industry uses and trends. We will work with you to tune this course and level of coverage to target the skills you need most. Course agenda, topics and labs are subject to adjust during live delivery in response to student skill level, interests and participation.
Introduction to R
Data Visualization and Graphics
Data Management
Tailor your learning experience with Trivera Tech. Whether you need a custom course offering or want to schedule a specific date and time for corporate training, we are here to help. Our team works with you to design a solution that fits your organization's unique needs; whether that is enrolling a small team or your entire department. Simply let us know how many participants you'd like to enroll and the skills you want to develop, and we will provide a detailed quote tailored to your request.
Contact Trivera Today to discuss how we can deliver personalized training that equips your team with the critical skills needed to succeed!
