IAM (Identity and Access Management) in AWS is a service that allows you to manage users, groups, and permissions to securely control access to AWS resources.

A Public Subnet is a subnet that has a route to the internet through an Internet Gateway, allowing resources within it to be accessed from the internet. A Private Subnet, on the other hand, does not have a direct route to the internet, meaning resources in it cannot be accessed directly from the internet.
Security Groups are virtual firewalls in AWS that control inbound and outbound traffic to AWS resources, such as EC2 instances. They allow you to specify rules based on IP addresses, protocols, and ports to manage access.
EC2, or Amazon Elastic Compute Cloud, is a web service that provides resizable compute capacity in the cloud, allowing users to run virtual servers and manage applications on-demand.
Vertical scaling (scaling up) involves adding more power (CPU, RAM) to an existing server, while horizontal scaling (scaling out) involves adding more servers to distribute the load.
To update firmware in deployed IoT devices, you typically use an Over-The-Air (OTA) update process. This involves the following steps:
1. **Prepare the Firmware**: Develop and test the new firmware version.
2. **Secure the Update**: Sign the firmware to ensure authenticity and integrity.
3. **Notify Devices**: Use a cloud server to notify the devices about the available update.
4. **Download the Update**: Devices connect to the server to download the new firmware.
5. **Install the Update**: The device installs the firmware, often with a rollback option in case of failure.
6. **Verify the Update**: The device checks if the update was successful and reports back to the server.
This process ensures that devices can be updated remotely and securely without physical access.
Zigbee, LoRa, and NB-IoT are different wireless communication technologies used in IoT:
- **Zigbee**: Short-range, low-power, mesh networking protocol ideal for home automation and sensor networks. Typically operates in the 2.4 GHz band.
- **LoRa**: Long-range, low-power technology designed for wide-area networks. It can cover several kilometers and is suitable for applications like agriculture and smart cities.
- **NB-IoT**: Narrowband IoT is a cellular technology that provides wide coverage, deep penetration, and supports a large number of devices. It is ideal for applications requiring reliable connectivity in urban environments.
The future scope of IoT includes advancements in smart cities, healthcare monitoring, industrial automation, enhanced connectivity with 5G, improved data analytics, and increased integration with artificial intelligence, leading to more efficient and automated systems across various sectors.
Some examples of IoT platforms are:
1. AWS IoT Core
2. Microsoft Azure IoT Hub
3. Google Cloud IoT
4. IBM Watson IoT Platform
5. ThingSpeak
6. Particle
7. Losant
8. Adafruit IO
M2M (Machine to Machine) refers to direct communication between devices without human intervention, typically in a closed network. IoT (Internet of Things) encompasses a broader concept where devices connect to the internet, allowing for data exchange and interaction with other systems, often involving human users and cloud services.
Inheritance in Python allows a class (child class) to inherit attributes and methods from another class (parent class). This promotes code reuse and organization.
Example:
```python
class Animal: # Parent class
def speak(self):
return "Animal speaks"
class Dog(Animal): # Child class
def bark(self):
return "Dog barks"
# Usage
dog = Dog()
print(dog.speak()) # Output: Animal speaks
print(dog.bark()) # Output: Dog barks
```
The lambda operator in Python is used to create small anonymous functions at runtime. It is defined using the `lambda` keyword followed by parameters, a colon, and an expression. For example, `lambda x: x + 1` creates a function that adds 1 to its input.