This is a comprehensive and beginner level course designed to provide a solid foundation in the field of artificial intelligence (AI) and its applications within the Microsoft Azure ecosystem. In this course you will learn about fundamental AI concepts, such as machine learning, computer vision, natural language processing, and conversational AI.
Master leading-edge AI and ML skills with Cloud Institute's self-paced Bootcamp. Transform industries with advanced techniques.
Gain the knowledge and skills needed to pass the Designing and Implementing a Microsoft Azure AI Solution (AI-102) exam for Microsoft AI Engineer Associate with 4 hours of self-paced training.
Natural language processing (NLP) and text mining are the art and science of extracting insights from large amounts of natural language.
This Course Covers: Convolutional Neural Networks, Recurrent Neural Networks, Autoencoders, and Generative Adversarial Networks.
This Course will cover basic neural network architectures and learning algorithms, for applications in pattern recognition, image processing, and computer vision.
This course will likely be rather lecture heavy with short implementation exercises. Since users should already be familiar with python & be able to work with datasets.
This course focuses on the data science part, how do we find relevant data, what can we use PCR for, etc. After this course, users should be able to understand datasets and determine/fix problems with them.
Machine learning is a subfield of artificial intelligence (AI). Machine learning algorithms instead allow for computers to train on data inputs and use statistical analysis in order to output values that fall within a specific range.
Python is a language with a simple syntax, and a powerful set of libraries. It is an interpreted language, with a rich programming environment, including a robust debugger and profiler. While it is easy for beginners to learn, it is widely used in many scientific areas for data exploration.
The course will explain the basics of cloud computing & databases based on the examples of AWS & SQL.
Gain the necessary knowledge for designing Azure AI solution by building a customer support chat Bot using artificial intelligence from the Microsoft Azure platform including language understanding and pre-built AI functionality in the Azure Cognitive Services.