Autonomous Vehicle Industry Association’s Post

Want to optimize your #InterSystemsIRIS Data Platform? Get an insider's peek into the best performance strategies on @InterSystemsDev! #Devs

I'm happy to share our recent work on automated vehicle trajectory data. In this work, we process a unified trajectory #dataset for automated vehicles' longitudinal behavior from 13 distinct sources. All data are extracted, cleaned, and validated in the same format. The paper and the #datasets can be found at https://lnkd.in/gvXbNGBk and https://lnkd.in/ggKzXSza. The source #code will be published soon.

🚗🔍 Exciting News! We’ve just released an extensive car dataset spanning from 2010 to 2020! 📊🚀 Dive into a decade of automotive trends, performance metrics, and innovations. Whether you’re into data analysis, industry research, or just passionate about cars, this dataset has something for everyone. Ready to explore how the automotive landscape has evolved? Check it out now and drive your insights forward! #DataScience #AutomotiveTrends #CarData #Innovation #Analytics

Unlocking safer rides ahead: How data science is steering the future of self-driving cars towards safer roads.

Stuck waiting days to decode massive automotive data sets?   There's a better way! Our client, a leader in vehicle testing, needed a faster, more cost-effective solution. Their data? Petabytes!   Their processing time? A full day! We delivered!   Our custom data decoding solution cut processing time to under an hour and reduced costs by 40x. How? Access the entire case study here for further details: https://lnkd.in/dDu-6rm8   This transformed approach to data decoding isn't just a win for our client, it's a game-changer for the entire automotive industry!   #AutomotiveInnovation #BigDataSolutions #DataDecoding #NextGenAutomotive #TechTransformation

I’m excited to share a video detailing our latest project at CodeTech IT Solutions Pvt. Ltd., where we dive into the fascinating world of car data analysis! In this video, we cover: Data Collection & Preparation: How we gathered and cleaned data on various car attributes, including price, mileage, and performance. Exploratory Data Analysis (EDA): Uncovering insights and trends within the data, such as factors affecting car prices and fuel efficiency. Modeling: Building predictive models to forecast car prices and evaluate the impact of different features. #DataScience #CarDataAnalysis #MachineLearning #AutomotiveIndustry #DataAnalysis @CodeTechSolutions Key Findings: Discussing actionable insights that can help both consumers and industry professionals make informed decisions.

To what extend are you willing to trade your data for more personalised experience? What are your values you measure companies on to share your data with them? .

Diversity and high quality in your data is what you should be going for.

Exploring Electric Vehicle Trends with Data Analysis 🚗 📉 I’m excited to share my latest data science project where I analyzed an electric vehicle (EV) dataset to uncover some fascinating trends! 💡 As part of this project, I completed several data analysis tasks: Exploratory Data Analysis (EDA) 📊 : I dived deep into univariate and bivariate analysis, identifying key trends in the EV market—such as the most popular car models, top manufacturers, and geographic distribution across different states. Choropleth Map using Plotly : I created a Choropleth map that visually represents the density of electric vehicles by location, offering a clear geographical overview of EV adoption. Racing Bar Plot: To make the data even more dynamic, I developed an animated racing bar plot that shows how different EV manufacturers have evolved over the years. Watching the evolution of leading EV brands was truly insightful! Through this experience, I’ve gained deeper insights into data visualization, storytelling with data, and how these tools can provide actionable insights for the electric vehicle industry. GitHub link: https://lnkd.in/g5jc5-9d #ElectricVehicles #DataScience #ExploratoryDataAnalysis #Plotly #Choropleth #RacingBarPlot #InnomaticsResearchLabs #DataVisualization #EVTrends #InnomaticsResearchLabs