R Ultimate 2024: R for Data Science and Machine Learning

R Basics, Data Science, Statistical Machine Learning models, Deep Learning, Shiny and much more (All R code included)
4.71 (375 reviews)
Udemy
platform
English
language
Data Science
category
instructor
R Ultimate 2024: R for Data Science and Machine Learning
11 109
students
22.5 hours
content
May 2024
last update
$19.99
regular price

Why take this course?

🎓 R Ultimate 2024: R for Data Science and Machine Learning

🚀 Headline: Dive into the world of Data Science, Statistical Machine Learning models, Deep Learning, and Interactive Web Applications with R! (All R code included)


Are you eager to master the art of data analysis with R? Aspire to extract valuable insights from data that can shape business decisions or propel your career in the ever-growing field of Data Science? If so, you've landed on the perfect course!

📘 Course Description:

  • R Basics: We kick things off by laying a solid foundation with the essentials of R – from data types and structures to programming constructs like loops and functions. You'll also learn how to import and export data, setting you up for success in your data journey.

  • Data Analysis Mastery: As we delve into the intricacies of data analysis, you'll master filtering, aggregating results, reshaping data, set operations, and joining datasets. We'll explore various visualization techniques to present complex data effectively, including interactive timeseries and geospatial data visualizations.

  • Advanced Data Manipulation: Outlier detection, handling missing data, and the power of regular expressions are just a few advanced techniques you'll conquer in this course. These skills will allow you to clean and prepare your data with precision.

  • Machine Learning Expertise: You'll cover the full spectrum of Machine Learning models, including Regression, Classification, Clustering, Association Rules, and Reinforcement Learning. But wait, there's more – we'll also dive into Deep Learning with a focus on Regression, Classification, Convolutional Neural Networks, Autoencoders, and Recurrent Neural Networks.

  • R/Shiny Web Applications: Learn the ropes of developing interactive web applications using R/Shiny. You'll understand how to deploy your very own apps, bringing your data insights to life for real-world applications.

  • Hands-On Learning Experience: Each concept is not only explained but also demonstrated through code development in real-time. You won't just watch code appear on the screen – we'll build each important line of code together from scratch, ensuring you understand the purpose and implementation behind every command.

  • Interactive Learning Platform: Gain access to an interactive learning platform that enhances your comprehension of the concepts taught in the course.

  • Code Development Journey: We'll embark on a journey where we develop code together, ensuring you understand the 'why' and the 'how' behind every step. With this approach, you'll learn to identify problems and develop a plan to solve them effectively.

  • Real-World Applications: You'll understand the practical advantages and limitations of different models, enabling you to make informed decisions on which model to use for your specific needs.

🌟 What's Included?

  • Detailed lectures covering all fields of Machine Learning with R.
  • Step-by-step guidance through lab sessions where we implement algorithms together.
  • Exercises and solutions examples for self-paced learning.
  • Access to interactive learning boards for a more engaging experience.
  • A 30-day money-back guarantee, so you can enroll with confidence!

Don't miss out on the opportunity to transform your data into actionable insights and elevate your career to new heights. Enroll in "R Ultimate 2024: R for Data Science and Machine Learning" today and join a community of learners who are making a difference with data! 💻✨

Sample Lectures | Interactive Learning Boards | Enroll Now

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3372022
udemy ID
28/07/2020
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14/08/2020
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