AIRBNB
As a contender that has transformed the travel industry by using Machine Learning and Big Data Analytics. AIRBNB is the perfect example that every company has Data and needs professionals who can analyze it to harness insights and create solutions. Their data-based customer-centric approach has allowed them to build the algorithm they owe their success to.
Key Features
- The business model is heavily dependent on Big Data (11 Petabytes) analytics.
- Employ algorithms such as sentiment analysis, and predictive analysis to cater to their customers.
- Airbnb.io is the Airbnb Tech Blog that hosts open-source projects focusing on AI and Data Science such as Visa – which uses D3.js a JavaScript library for creating visualizations, and Polyglot.js a JavaScript library that helps you write code in multiple languages.
- One of the best data science companies to work for concerning growth, research, and compensation.
How AIRBNB Uses Data Science
- Relies heavily on data science and Big Data analytics to power their travel marketplace.
- Uses algorithms for sentiment analysis, predictive pricing, and personalized recommendations.
- Contributes to the open-source data science community through Airbnb.io, sharing projects like Polyglot.js for multilingual coding.
Top 10 Data Science Companies in 2024
Data Science combines multiple fields, including statistics, machine learning, and data analytics, as well as computer science and mathematical concepts like linear algebra and calculus. Data is the foundation of growth in many industries, including health, finance, e-commerce, education, and, most crucially, technology and its derivatives (ed-tech, fintech, etc.).
Everything from managing databases to building the most complex of AI models comes under the umbrella of Data Science. Every company now has an AI branch, and every major tech company has dedicated part of itself to finding breakthroughs in AI.