Professional Certificate in R: Machine Learning Basics

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The Professional Certificate in R: Machine Learning Basics is a comprehensive course that provides learners with essential skills in machine learning using R, a popular programming language. This course is critical for professionals looking to advance their careers in data analysis, machine learning, and artificial intelligence.

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About this course

With the increasing demand for data-driven decision-making in various industries, the need for professionals with machine learning skills has never been higher. This course equips learners with the necessary skills to design, implement, and interpret machine learning models using R. The course covers essential topics such as data preprocessing, regression analysis, classification, clustering, and model validation. Learners will also gain hands-on experience working with real-world datasets, enabling them to apply their knowledge in practical situations. Upon completion of the course, learners will have a solid foundation in machine learning using R, making them highly valuable to potential employers. This course is an excellent opportunity for professionals looking to advance their careers in data science or machine learning.

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Course details

• Introduction to R:
• Data Structures in R: Vectors, Matrices, Lists, and Data Frames
• Basic Data Manipulation in R: Subsetting, Sorting, and Merging
• Data Visualization in R: Using ggplot2
• Introduction to Machine Learning: Supervised vs. Unsupervised Learning
• Regression Analysis in R: Simple and Multiple Linear Regression
• Classification Algorithms in R: Logistic Regression, Decision Trees, and Random Forest
• Model Evaluation Metrics in R: Accuracy, Precision, Recall, F1 Score, and ROC Curve
• Unsupervised Learning in R: Clustering and Dimensionality Reduction
• Advanced Topics: Ensemble Methods, Regularization, and Deep Learning in R

Career path

Entry requirements

  • Basic understanding of the subject matter
  • Proficiency in English language
  • Computer and internet access
  • Basic computer skills
  • Dedication to complete the course

No prior formal qualifications required. Course designed for accessibility.

Course status

This course provides practical knowledge and skills for professional development. It is:

  • Not accredited by a recognized body
  • Not regulated by an authorized institution
  • Complementary to formal qualifications

You'll receive a certificate of completion upon successfully finishing the course.

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Sample Certificate Background
PROFESSIONAL CERTIFICATE IN R: MACHINE LEARNING BASICS
is awarded to
Learner Name
who has completed a programme at
London School of International Business (LSIB)
Awarded on
05 May 2025
Blockchain Id: s-1-a-2-m-3-p-4-l-5-e
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