An example of Google’s contribution to Big Data is that the Google Search Engine alone processes over 3.5 billion requests/day. With the plethora of applications supported by Google LLC – like YouTube, Google Chrome, etc., big data optimization, analysis techniques, and AI integration within the company are key making it one of the largest employers of Data Science professionals in the world.
Key Features
- Google is the world’s largest producer of data (10 exabytes = 1019).
- Google Colab is a cloud-computing version of Jupyter Notebook that provides free computer resources including GPUs and TPUs widely used for building and hosting AI models.
- The Google ecosystem of applications (Google Drive, Google Docs, Sheets, etc.) freely hosted on the Google Cloud has made data accessibility simpler.
- It is estimated to have 1,000,000+ servers to host their data.
How Google Uses Data Science
- Processes massive amounts of data from Search, YouTube, Chrome, etc.
- Uses data science for ad targeting, recommendation engines, and optimizing user experience.
- Develops AI models like LaMDA and invests heavily in data science research.
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.
Contact Us