Advanced R programming courses can help you learn data manipulation, statistical modeling, and visualization techniques. You can build skills in creating custom functions, optimizing code for performance, and applying machine learning algorithms. Many courses introduce tools like the tidyverse for data analysis, ggplot2 for visualization, and Shiny for building interactive web applications, demonstrating how these skills can be applied in practical data-driven projects.
Skills you'll gain: Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Programming, Data Cleansing, Data Manipulation, Data Structures, Interviewing Skills, NumPy, Google Gemini
★ 4.8 (13K) · Advanced · Professional Certificate · 3 - 6 Months
Skills you'll gain: Data Modeling, Stakeholder Engagement, Dashboard, Business Intelligence, Tableau Software, Extract, Transform, Load, Data Warehousing, Data Store, Database Systems, Data Visualization, Data Pipelines, Interviewing Skills, Business Process, Business Analysis, Database Design, Data Mart, Applicant Tracking Systems, Data Analysis, SQL, Stakeholder Communications
★ 4.8 (9.6K) · Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, AI Orchestration, AI Workflows, LangGraph, Agentic Workflows, LangChain, Retrieval-Augmented Generation, LLM Application, Tool Calling, Agentic systems, Model Context Protocol, Generative AI Agents, Generative AI, AI Security, Vector Databases, Responsible AI, Embeddings, Large Language Modeling, AI Integrations, Software Development
★ 4.6 (1.2K) · Advanced · Professional Certificate · 3 - 6 Months

ESSEC Business School
Skills you'll gain: Data-Driven Marketing, Marketing Analytics, Business Analytics, Forecasting, Peer Review, Statistical Methods, Data Presentation, Customer Analysis, Case Studies, R (Software), Information Technology, Presentations, Analytics, Digital Transformation, Advanced Analytics, Marketing Strategies, Complex Problem Solving, Analysis, R Programming, Data Analysis
★ 4.4 (1.3K) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Version Control, Cloud Management, Test Automation, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Infrastructure, Virtual Machines, Development Testing, Scripting, Software Testing, Cloud Services, Performance Tuning, Email Automation, Web Presence, Python Programming, CI/CD, Configuration Management, Program Development, Containerization, Unit Testing
★ 4.8 (56K) · Advanced · Professional Certificate · 3 - 6 Months

Duke University
Skills you'll gain: Fine-tuning, MLOps (Machine Learning Operations), Model Deployment, Cloud Deployment, Pandas (Python Package), AWS SageMaker, NumPy, Microsoft Azure, Hugging Face, GitHub Copilot, Responsible AI, Data Manipulation, DevOps, Cloud Computing, Python Programming, Machine Learning, GitHub, Big Data, Data Management, Data Analysis
★ 4.1 (651) · Advanced · Specialization · 3 - 6 Months

University of Toronto
Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Control Systems, Robotics, Deep Learning, Simulation and Simulation Software, Software Architecture, Simulations, Safety Assurance, Artificial Neural Networks, Global Positioning Systems, Hardware Architecture, Systems Architecture, Estimation, Algorithms, Model Training, Computer Hardware, Mathematical Modeling, Linear Algebra
★ 4.7 (3.6K) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Feature Engineering, Generative AI, Model Evaluation, Databricks, Generative Model Architectures, Model Optimization, Vector Databases, Redis, Microsoft Azure, Deep Learning, Performance Stress Testing, PyTorch (Machine Learning Library), LLM Application, Embeddings, Program Evaluation, Artificial Neural Networks, Python Programming
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Data Ethics, Generative AI Agents, AI Personalization, ChatGPT, Mobile Development, AI literacy, Software Design, Anthropic Claude, AI Integrations, Personalized Campaigns, Software Architecture, Machine Learning Methods, Artificial Intelligence, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Continuous Integration, Software Development
★ 4.7 (12K) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Application Deployment, Dimensionality Reduction, Model Training, Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Design Thinking, Data Science, Machine Learning, Python Programming
★ 4.4 (393) · Advanced · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Quantum computing, Cryptography, Design Strategies, Encryption, Data Science, Informatics, Computer Science, Mathematical Modeling, Analysis, Python Programming, Model Optimization
★ 4.7 (983) · Advanced · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Statistical Hypothesis Testing, Regression Analysis, Statistical Analysis, Probability & Statistics, Statistical Inference, Statistical Methods, Statistical Modeling, Linear Algebra, Statistics, Probability, R Programming, Biostatistics, Data Analysis, Data Science, Probability Distribution, Derivatives
★ 4.4 (801) · Advanced · Specialization · 3 - 6 Months
Top-rated R Programming courses offered by Google on Coursera.
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