Introduction to Artificial Intelligence (AI)
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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.
About this Course
In this course on introduction to artificial intelligence, you will discover what Artificial Intelligence (AI) is, check out usage cases and applications of AI, comprehend AI principles and terms like machine learning, deep knowing, and neural networks. You will be exposed to numerous problems and issues surrounding AI such as principles and predisposition, & tasks, and get recommendations from specialists about discovering and beginning a profession in AI. You will likewise show AI in action with a mini-project.
This course does not need any programs or computer technology competence and is developed to present the essentials of AI to anybody whether you have a technical background or not.
What you’ll learn
- Understand what is AI, its applications and utilize cases and how it is changing our lives
- Explain terms like Machine Learning, Deep Learning and Neural Networks
- Describe a number of problems and ethical issues surrounding AI
- Articulate recommendations from specialists about discovering and beginning a profession in AI
Syllabus
Week 1. What is AI? Applications and Examples of AI
This week, you will discover what AI is. You will comprehend its applications and utilize cases and how it is changing our lives.
- Introduction to artificial intelligence
- What is AI?
- Optional: Tanmay’s journey and handle AI
- Impact and Examples of AI
- Optional: Application Domains for AI
- Some Applications of AI
- Optional: More Applications of AI
- Famous applications of AI from IBM
Week 2. AI Concepts, Terminology, and Application Areas
This week, you will learn more about standard AI principles. You will comprehend how AI discovers, and what a few of its applications are.
- Cognitive Computing (Perception, Learning, Reasoning)
- Terminology and Related Concepts
- Machine Learning
- Machine Learning Techniques and Training
- Deep Learning
- Neural Networks
- Key Fields of Application in AI
- Natural Language Processing, Speech, Computer Vision
- Self Driving Cars
Week 3. AI: Issues, Concerns and Ethical Considerations
This week, you will learn more about problems and issues surrounding AI, consisting of – ethical factors to consider, predisposition, tasks, and so on. – their effect on society. This details will assist you to have an educated conversation on the expenses and advantages of AI, and assure choice makers about carrying out an AI option.
- Issues and Concerns around AI
- Artificial Intelligence and Ethical Concerns
- AI and Bias
- AI: Ethics, Bias, and Trust
- Jobs and AI
- Employment and AI
Week 4. The Future with AI, and AI in Action
This week, you will learn more about the present thinking on the future with AI, in addition to speak with specialists about their recommendations to find out and begin a profession in AI. You will likewise show AI in action by making use of Computer Vision to categorize images.
- The advancement and future of AI
- Future with AI
- The AI Ladder – The Journey for Adopting AI Successfully
- Advice for a profession in AI
- Hotbeds of AI Innovation
- Tanmay’s Advice to Learn AI
- Polong’s Advice for a Job in AI
Prerequisite
This course on introduction to artificial intelligence is for everybody. No prior background in computer science or programming is required.
Must read
Description
About this Course
In this course on introduction to artificial intelligence, you will discover what Artificial Intelligence (AI) is, check out usage cases and applications of AI, comprehend AI principles and terms like machine learning, deep knowing, and neural networks. You will be exposed to numerous problems and issues surrounding AI such as principles and predisposition, & tasks, and get recommendations from specialists about discovering and beginning a profession in AI. You will likewise show AI in action with a mini-project.
This course does not need any programs or computer technology competence and is developed to present the essentials of AI to anybody whether you have a technical background or not.
What you’ll learn
- Understand what is AI, its applications and utilize cases and how it is changing our lives
- Explain terms like Machine Learning, Deep Learning and Neural Networks
- Describe a number of problems and ethical issues surrounding AI
- Articulate recommendations from specialists about discovering and beginning a profession in AI
Syllabus
Week 1. What is AI? Applications and Examples of AI
This week, you will discover what AI is. You will comprehend its applications and utilize cases and how it is changing our lives.
- Introduction to artificial intelligence
- What is AI?
- Optional: Tanmay’s journey and handle AI
- Impact and Examples of AI
- Optional: Application Domains for AI
- Some Applications of AI
- Optional: More Applications of AI
- Famous applications of AI from IBM
Week 2. AI Concepts, Terminology, and Application Areas
This week, you will learn more about standard AI principles. You will comprehend how AI discovers, and what a few of its applications are.
- Cognitive Computing (Perception, Learning, Reasoning)
- Terminology and Related Concepts
- Machine Learning
- Machine Learning Techniques and Training
- Deep Learning
- Neural Networks
- Key Fields of Application in AI
- Natural Language Processing, Speech, Computer Vision
- Self Driving Cars
Week 3. AI: Issues, Concerns and Ethical Considerations
This week, you will learn more about problems and issues surrounding AI, consisting of – ethical factors to consider, predisposition, tasks, and so on. – their effect on society. This details will assist you to have an educated conversation on the expenses and advantages of AI, and assure choice makers about carrying out an AI option.
- Issues and Concerns around AI
- Artificial Intelligence and Ethical Concerns
- AI and Bias
- AI: Ethics, Bias, and Trust
- Jobs and AI
- Employment and AI
Week 4. The Future with AI, and AI in Action
This week, you will learn more about the present thinking on the future with AI, in addition to speak with specialists about their recommendations to find out and begin a profession in AI. You will likewise show AI in action by making use of Computer Vision to categorize images.
- The advancement and future of AI
- Future with AI
- The AI Ladder – The Journey for Adopting AI Successfully
- Advice for a profession in AI
- Hotbeds of AI Innovation
- Tanmay’s Advice to Learn AI
- Polong’s Advice for a Job in AI
Prerequisite
This course on introduction to artificial intelligence is for everybody. No prior background in computer science or programming is required.
Must read
Specification:
- Coursera
- IBM
- Online Course
- Self-paced
- Beginner
- Less Than 24 Hours
- Free Trial (Paid Course & Certificate)
- English
- None Pre-requisite
- Artificial intelligence Data Science Deep learning Machine learning
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