AI, Machine Learning & Deep Learning Essentials

To ensure a smooth learning experience and maximize the benefits of attending this course, you should have the following prerequisite skills: Attendees should have some familiarity with Enterprise IT as well as a general (high-level) understanding of systems architecture, as well as some knowledge of the business drivers that might be able to take advantage of applying data science, AI and machine learning. Python programming is required, as the labs revolve around leveraging Python. Basic skills in handling and manipulating data using Python libraries such as NumPy and Pandas would be advantageous. Familiarity with concepts such as variables, functions, control flow, and data structures will ensure a smooth learning experience. While the course will introduce deep learning from scratch, having a grasp of basic machine learning concepts will be beneficial. Some understanding of algebra and basic calculus will be helpful in comprehending the mathematical components of deep learning.