Notes on Big Data, AI, and IoT

Big Data Life Cycle with Hadoop

  • Section 2.5.3 discusses the big data lifecycle in the context of Hadoop.

Chapter Two Review Questions

  • Indicates the presence of review questions for Chapter Two.

Chapter 3: Artificial Intelligence (AI)

3.1. What is Artificial Intelligence (AI)

  • Artificial Intelligence (AI) is introduced.
3.1.1. Need for Artificial Intelligence
  • The necessity and motivations behind AI are explored.
3.1.2. Goals of Artificial Intelligence
  • The objectives and aims of AI research and development are outlined.
3.1.3. What Comprises to Artificial Intelligence?
  • The components and elements that constitute AI are identified.
3.1.4. Advantages of Artificial Intelligence
  • The benefits and positive aspects of AI are presented.
3.1.5. Disadvantages of Artificial Intelligence
  • The drawbacks and potential negative impacts of AI are discussed.

3.2. History of AI

  • A historical overview of the field of AI is provided.

3.3. Levels of AI

  • Different levels or stages of AI development and capability are examined.

3.4. Types of AI

  • Various classifications or categories of AI are explored.
3.4.1. How humans think
  • An exploration of human cognitive processes and their relevance to AI.
3.4.2. Mapping human thinking to artificial intelligence components
  • The connection between human thought patterns and AI components is illustrated.

3.5. Influencers of artificial intelligence

  • Factors that have a significant impact on the development and direction of AI are identified.
3.5.1. Big Data
  • The role and influence of Big Data on AI are discussed.
3.5.2. Cloud computing and application programming interfaces
  • How cloud computing and APIs contribute to AI development are explained.
3.5.3. The emergence of data science
  • The rise of data science as an influencer in the field of AI is examined.

3.6. Applications of AI

  • Practical applications of AI across various domains are showcased.

3.7. AI tools and platforms

  • A survey of available tools and platforms for AI development and deployment is provided.

3.8. Semple AI application

  • A basic or introductory AI application is presented as an example.

Chapter Three Review Questions

  • Indicates the presence of review questions for Chapter Three.

Chapter 4: Internet of Things (IoT)

4.1. Overview of IoT

  • An introduction to the Internet of Things (IoT) is given.
4.1.1. What is IoT?
  • Definition and explanation of the concept of IoT.
4.1.2. History of IoT
  • A historical perspective on the evolution of IoT.
4.1.3. IoT − Advantages
  • The benefits and positive aspects of IoT are listed.
4.1.4. IoT – Disadvantages
  • The drawbacks and potential negative consequences of IoT are discussed.
4.1.5. Challenges of IoT
  • Difficulties and obstacles in the development and implementation of IoT are identified.

4.2. How does it work?

  • Explanation of the functioning and mechanisms of IoT.
4.2.1. Architecture of IoT
  • The architectural structure and components of IoT systems are described.
4.2.2. Devices and Networks
  • The devices and network infrastructure involved in IoT are examined.

4.3. IoT Tools and Platforms

  • Available tools and platforms for IoT development and deployment are presented.