-
Comprehensive introduction to R and RStudio for seamless coding
-
In-depth exploration of data manipulation, visualization, and advanced analytics
-
Practical machine learning and deep learning projects with modern tools
Step into the world of R and elevate your data science expertise. This course begins with a hands-on introduction to R and RStudio, guiding you through data types, programming essentials, and file management. You'll master data import, manipulation, and visualization, exploring tools like ggplot2 and advanced libraries for dynamic and interactive graphics.
Advance into machine learning and deep learning concepts with practical applications. Covering regression, classification, clustering, and dimensionality reduction, you'll explore essential techniques for building predictive and analytical models. The course also delves into deep learning, including CNNs, RNNs, and autoencoders, ensuring you grasp modern AI methodologies.
The journey concludes with applied projects, featuring real-world datasets and challenges in shiny app development, dynamic reporting, and automation. By the end, you'll have the skills to build end-to-end data-driven solutions, positioning yourself as a competitive professional in data science and AI.
Ideal for aspiring data scientists, analysts, and professionals, this course equips you with R programming skills for data analysis, visualization, and machine learning. Whether you're a beginner with basic programming knowledge or an experienced professional aiming to enhance your expertise, this course provides the tools to excel in data-driven roles.
-
Implement robust data manipulation and visualization workflows in R
-
Build machine learning models for regression, classification, and clustering
-
Apply deep learning techniques to solve complex data challenges
-
Develop and deploy interactive shiny applications
-
Gain expertise in AI-driven insights and automation
-
Enhance machine learning models with advanced optimization techniques
United States
Great Britain
India
Germany
France
Canada
Russia
Spain
Brazil
Australia
Singapore
Hungary
Ukraine
Luxembourg
Estonia
Lithuania
South Korea
Turkey
Switzerland
Colombia
Taiwan
Chile
Norway
Ecuador
Indonesia
New Zealand
Cyprus
Denmark
Finland
Poland
Malta
Czechia
Austria
Sweden
Italy
Egypt
Belgium
Portugal
Slovenia
Ireland
Romania
Greece
Argentina
Netherlands
Bulgaria
Latvia
South Africa
Malaysia
Japan
Slovakia
Philippines
Mexico
Thailand
