We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
    chatgpt image jul 13, 2026, 04 23 45 pm
    How Data Analytics Helps Companies Improve User Engagement
    19 Min Read
    chatgpt image jul 13, 2026, 03 59 46 pm
    How Data Analytics Improves Multi-Location Search Strategies
    10 Min Read
    cybersecurity efforts
    How Behavioral Analytics and AI Are Redefining Cybersecurity for Boca Raton Businesses
    14 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Analyzing Big Data Is The Key To Successful Self-Driving Vehicles
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Machine Learning > Analyzing Big Data Is The Key To Successful Self-Driving Vehicles
Machine Learning

Analyzing Big Data Is The Key To Successful Self-Driving Vehicles

Andrej Kovacevic
Andrej Kovacevic
5 Min Read
SHARE

Big data is changing the world, but it is entrepreneurs and companies that are able to use this data to drive real change – especially when it comes to self-driving cars. Self-driving vehicles may be the biggest innovation in everyday life since the Internet. There are 1.2 billion vehicles in existence, and all of these vehicles need drivers. But, with such a wide range of the population driving, there are also higher risks of accidents and deaths. Nearly 1.3 million people die in accidents annually. Self-driving vehicles have the opportunity to change all of that. Deaths and accidents can be greatly reduced. The problem is that the technology isn’t at Level 5, which would mean full automation. Waymo is working on it, along with a lot of other companies, but vehicles need to be able to comprehend situations and make educated choices. These choices come from the analysis of big data.

Contents
  • Customers Turned into Test Drivers
  • High-Tech Networks in Use
  • Data Worth Watching

Customers Turned into Test Drivers

A lot of drivers don’t realize that the Tesla or Ford that they’re driving is collecting data to customize the experience and safety of the vehicle. Ford has sensors and software that are collecting data to improve everything from fuel efficiency to fuel consumption. Aston Martin collected data to optimize engine performance to match the driving habits of the vehicle’s owner. Tesla has been collecting data from drivers, and with optional packages, they’ve been able to collect data that will one day be used for self-driving. The data is being collected with sensors that aim to improve collision detection and warning systems. Updates have been pushed by the company that use the data collected to improve everything from braking and lane-changing to speed and steering. Drivers are collecting data as you’re reading this article, offering a better insight into driver behavior and paving the way for driverless vehicles. The vehicles of today, equipped with dash cams, sensors, backup cameras and other components are collecting driver data to make tomorrow’s drivers safer.

High-Tech Networks in Use

Estimates from 2017 suggest that 10 million self-driving vehicles will be on roadways by 2020. I’m not sure that the industry will reach this mark (at a Level 5 capacity), but it may reach the 250 million smart cars on the road mark. These smart cars are connected to high-tech networks. They are collecting data using a complex array of cameras, software and sensors. Data is being collected in real-time and used to learn and respond to the environment around the vehicle. Uber is even starting to introduce their own self-driving fleet with a $300 million investment to further develop their self-driving vehicles. Waymo is said to have collected enough data to be equivalent to 300 years of driving. It’s a lot of data to analyze and process, yet this is the big data that will be responsible for driverless vehicles making their way onto the world’s roadways. Google’s cars use lasers and other technology to render a 3D map of their surroundings. It’s an evolving industry that wouldn’t be possible without the use of big data. Data may also be exchanged between other vehicles to provide a network of vehicles that “talk” to each other on the road.

Data Worth Watching

All in all, big data will be a major determining factor when it comes to how and when fully self-driving cars make it onto the road. Big data will also enable car manufacturers to build the safest, most efficient self-driving vehicles possible. While you’re driving, your car is analyzing – and ultimately, that will someday lead to much safer roads.

More Read

Big Data: Good or Evil?
Big Data: Good or Evil?
Be On The Look Out For These Top Data Collection Procedures For 2019
3 Ways Affiliate Marketers Can Use Big Data To Adapt To Competition
5 Ways Companies Use Machine Learning to Improve Workplace Productivity
The Scoop on Smart Data for Up-and-Coming Entrepreneurs
TAGGED:big datadata collectionself-driving vehiclestest drive
Share This Article
Facebook Pinterest LinkedIn
Share
ByAndrej Kovacevic
Follow:
Andrej is also a dedicated writer and digital evangelist. He is pursuing an ongoing mission to share the benefits of his years of hard-won expertise with business leaders and marketing professionals everywhere. He is a contributor to a wide range of technology-focused publications, where he may be found discussing everything from neural networks and natural language processing to the latest in smart home IoT devices. If there's a new and exciting technology, there's a good chance Andrej is writing about it somewhere out there.

Follow us on Facebook

Latest News

Best VMware Alternatives in Thailand for Private Cloud and HCI Deployments -- AI-generated illustration
Best VMware Alternatives in Thailand for Private Cloud and HCI Deployments
Cloud Computing Exclusive IT
Using Safety Metrics and Incident Data to Reduce Construction Risk and Insurance Costs -- AI-generated illustration
Using Safety Metrics and Incident Data to Reduce Construction Risk and Insurance Costs
Big Data Exclusive
How Business Intelligence Can Help Small Businesses Build Better Decision Rules -- AI-generated illustration
How Business Intelligence Can Help Small Businesses Build Better Decision Rules
Business Intelligence Business Rules Exclusive
Stellar Repair for MS SQL Review: Can It Repair SQL Databases? -- AI-generated illustration
Stellar Repair for MS SQL Review: Can It Repair SQL Databases?
Exclusive Software SQL

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

Why Data Isn’t The Only Factor Guiding Your Management Decisions

5 Min Read

Is My Data Really Mine?

7 Min Read
7 Tips for Using Data Analytics to Inform Revenue Operations
AnalyticsBig DataExclusive

7 Tips for Using Data Analytics to Inform Revenue Operations

6 Min Read
Microsoft Access
Big DataData ManagementData Warehousing

Opportunities with Merging Microsoft Access With Big Data

5 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive
5 Great Tips for Using Data Analytics for Website UX
5 Great Tips for Using Data Analytics for Website UX
Big Data

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?