Big Data Analytics and Deep Learning

Programme Overview

Big Data Analytics and Deep Learning combines both technologies to handle large volumes of data and work together to extract meaningful insights from complex datasets. Deep learning models require massive amounts of data to learn patterns and make accurate predictions. This is where big data comes in. In many cases, big data serves as the source of the data needed for deep learning algorithms to train effectively.

Learning Objectives

At the end of the course, participants will be able to:

  • Demonstrate both theoretical understanding and practical skills in handling large datasets and applying deep learning techniques for advanced data analysis.
  • Explain the fundamentals of Big Data and Machine Learning and implement a basic Machine Learning pipeline.
  • Apply Deep Learning concepts to implement an Image Classifier using TensorFlow.
  • Understand Convolutional Neural Networks (CNNs) and apply deep learning techniques in Computer Vision and Natural Language Processing tasks, including building a CNN for image datasets.

Instructors


Dr Amirhassan MonajeminDr Amirhassan Monajemi

Ms Samantha SowMs Samantha Sow