UrbanTution
UrbanTution
Overview
Course Description
In this course you will learn what Artificial Intelligence (AI) is, explore use cases and applications of AI, understand AI concepts and terms like machine learning, deep learning and neural networks in one-to-one live session with the tutor. You will be exposed to various issues and concerns surrounding AI such as ethics and bias, & jobs, and get advice from experts about learning and starting a career in AI. You will also demonstrate AI in action with a mini-project.
This course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone whether you have a technical background or not.
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What you'll learn
Structured and Unstructured Data
Relevance of Big data in AI
Types of Search Intelligent Agents Uninformed Search
Revolution of AI
Philosophies of CS & AI
Strong and Weak AI
Ethics of AI
Structure of AI
Revolution & Current Trends in AI
Terminology of AI
Introduction of AI Applications in various domains (Scientific including Health
Science Engineering Financial Service & other industries )
Realistic view of AI
Adversarial attack on AI
Adverse use of AI.
What machine learning can do and cannot do?
Supervised and Unsupervised Learning
Uses and Life cycle of Machine Learning
Evaluating ML techniques
Neural Network and its applications
Role of DNN and conventional ML in AI
Introduction to NLP
Introduction to Deep Learning and Auto-Encoders
Overview of AI tools like TensorFlow PyTorch Keras Weka MXNet CNTK
Familiarization with Hardware requirement for AI
Requirements
You have an attitude to learn while having fun
You have ZERO Programming Experience and Want to Learn Artificial Intelligence
Course Content
UrbanTution