Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics in ecommerce
    Analytics Technology Drives Conversions for Your eCommerce Site
    5 Min Read
    CRM Analytics
    CRM Analytics Helps Content Creators Develop an Edge in a Saturated Market
    5 Min Read
    data analytics and commerce media
    Leveraging Commerce Media & Data Analytics in Ecommerce
    8 Min Read
    big data in healthcare
    Leveraging Big Data and Analytics to Enhance Patient-Centered Care
    5 Min Read
    instagram visibility
    Data Analytics Plays a Key Role in Improving Instagram Visibility
    7 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-23 SmartData Collective. All Rights Reserved.
Reading: Analyzing Big Data Is The Key To Successful Self-Driving Vehicles
Share
Notification Show More
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
analyzing data
Shutterstock Licensed Image - By Kapralcev
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 DriversHigh-Tech Networks in UseData 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

non-profit data usage

5 Ways Nonprofits Are Getting Access to Big Data

Fascinating Impact of Machine Learning on Streamlining App Development
Why AI Cannot Survive Without Big Data
Predictive Analytics World Recap
Heal the Heartbreak of Data Sprawl with a Data Catalog
TAGGED:big datadata collectionself-driving vehiclestest drive
Share This Article
Facebook Twitter Pinterest LinkedIn
Share
By Andrej 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

AI for MSPs
Autotask and ConnectWise Prove the Benefits of AI in IT
Artificial Intelligence Exclusive
gamer laptops
Data-Driven Tips to Choose the Perfect Gamer Laptop
Best Practices Reviews
smart crosswalk
AI Reduces Pedestrian Collisions With Smart Crosswalks
Artificial Intelligence Exclusive News
ai success
How Leaders Can Unlock AI’s Full Potential for Business Success
Artificial Intelligence Exclusive

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

big data helps finding new customers
Big Data

How Big Data Helps in Finding Out Your Best Customers?

10 Min Read
remote work data
Big DataExclusive

Surprising Big Data Advances Unveil Opportunities With Remote Work

9 Min Read

Pardon the Interruption: Industry Veteran Returns to Ventana Research

7 Min Read
Julia Language
Big Data

Could the Julia Language Fill an Untapped Void for Big Data Programmers?

6 Min Read

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

ai in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence
ai chatbot
The Art of Conversation: Enhancing Chatbots with Advanced AI Prompts
Chatbots

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-24 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?