An introduction to the fundamentals of the R programming language for experienced programmers.

This Free Online Course Includes: 6-10 Hours of Learning CPD Accreditation Final Assessment

This course solves the problem of loading data from CSV files.

In this course, you'll learn how to read data from various sources, like surveys, sensors, and machines, and how to use Python tools to clean, aggregate, and visualize it. You'll also explore the value of data for different use cases and industries.

Manipulating JSON files is essential to importing and processing JSON data in Python. This course teaches you to apply the most valuable and common JSON data and file operations available with the Python standard library.

Study the use of Apache Storm for processing real-time data streams and generating insights on-the-fly.

Through this course, individuals will learn the value of data literacy for their employees and organization as a whole, along with discovering what data literacy is and key skills to help organizations succeed in the digital and analytics economy.

In this course, you'll apply your knowledge of classification models and embeddings to build a ML pipeline that functions as a recommendation engine.

This course covers several techniques used to optimally simplify data used in supervised machine learning applications ranging from relatively simple feature selection techniques to very complex applications of clustering using deep neural networks.

This course covers a wide range of the important techniques of dimensionality reduction and feature selection available in scikit-learn, allowing model builders to optimize model performance by reducing overfitting, save on model training time and cost, and better visualize the results of machine learning models.

This course will give you an overview on the concept of fairness which helps in building trust in AI and how

Learn how to refactor legacy applications into microservices using open-source AI technologies. Understand the principles of microservices architecture and how to deploy scalable, independent services for improved system efficiency.