Packt
R Ultimate 2023 - R for Data Science and Machine Learning Specialization
Packt

R Ultimate 2023 - R for Data Science and Machine Learning Specialization

Basics to Deep Learning & Data Science using R. Indulge in data transformation/modeling with R basics, data science techniques, statistical machine learning models, deep learning, and Shiny app development. Elevate your skills with real-world challenges in this R Ultimate journey

Packt

Instructor: Packt

Included with Coursera Plus

Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Recall and describe R basics and advanced data science techniques

  • Explain methods to transform, visualize, and aggregate data with precision

  • Use ggplot, Plotly, and leaflet to craft compelling visuals

  • Develop dynamic web apps using R Shiny for engaging user experiences

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
Recently updated!

September 2024

See how employees at top companies are mastering in-demand skills

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Packt
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 3 course series

What you'll learn

  • Recall the steps to install and configure R and RStudio

  • Explain how to manipulate various data types and structures in R

  • Use operators, loops, and functions to write efficient R code

  • Assess advanced data manipulation techniques such as piping, filtering, aggregation, reshaping, and joining datasets

Skills you'll gain

Category: R programming
Category: ggplot2
Category: data manipulation
Category: dygraphs
Category: RStudio

What you'll learn

  • Identify and describe core concepts of AI and machine learning

  • Explain and illustrate various regression analysis techniques to solve real-world problems

  • Utilize methods to build and evaluate robust machine learning models

  • Assess clustering and dimensionality reduction methods for data analysis

Skills you'll gain

Category: Python programming
Category: Regression Analysis
Category: data manipulation
Category: Machine Learning
Category: Clustering

What you'll learn

  • Identify and recall deep learning foundations and applications

  • Explain how to develop and train neural network models

  • Use techniques to evaluate and optimize model performance

  • Assess the effectiveness of CNNs for image processing and semantic segmentation

Skills you'll gain

Category: Deep Learning
Category: Machine Learning
Category: machine learning
Category: Neural Networks
Category: PyTorch
Category: Time-Series Prediction

Instructor

Packt
Packt
231 Courses3,858 learners

Offered by

Packt

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Data Analysis? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions