Transmitting Data from Vehicles On-Road for Collection

Correct Answer: B.

Option A is incorrect.

Machine learning product offerings from Cloud providers enable organizations to build, deploy and scale the AI models.

Option B is correct.

IoT offerings from Cloud providers help in data collection from the field, like collecting data from sensors including self-driving vehicles, farmlands, satellites etc.

Option C is incorrect.

Data Analytics offerings from Cloud providers help unlock big data potential by improving data analysis capabilities and eventually improving businesses' decision-making.

Option D is incorrect.

Storage product offerings from Cloud providers help facilitate storing of the data of various data types.

https://cloud.google.com/products/ai https://cloud.google.com/iot-core/ https://cloud.google.com/solutions/smart-analytics https://cloud.google.com/storage/

The best option among the given offerings from cloud providers that can help the startup collect data from vehicles on the road is the IoT product offering.

IoT stands for the Internet of Things, which refers to the interconnectivity of physical devices, vehicles, and other objects that are embedded with sensors, software, and network connectivity. In the case of the startup working on self-driving vehicles, IoT can help to collect and transmit data from the vehicles on the road.

IoT provides a framework for connecting devices and gathering data from them. It can help to collect and transmit real-time data from various sensors, such as cameras, lidars, radars, and other onboard sensors, in the vehicles. This data can then be processed and analyzed in real-time to make critical decisions, such as object detection, route planning, and predictive maintenance.

The startup can use IoT solutions to connect the vehicles and the cloud, enabling them to transmit data to the cloud for further processing and analysis. IoT solutions can include hardware devices, such as sensors, gateways, and edge devices, as well as software platforms, such as cloud-based IoT platforms, that can help to manage the data and provide analytics tools for further analysis.

In contrast, Machine Learning product offerings provide tools and frameworks to develop machine learning models, while Data Analytics product offerings provide tools to analyze data and derive insights from it. Storage product offerings can help to store and manage the data, but they do not provide the necessary tools and frameworks to collect and transmit the data from the vehicles on the road.

In summary, the IoT product offering from cloud providers is the best option to collect and transmit data from vehicles on the road for data collection in the case of the startup working on self-driving vehicles applications.