article thumbnail

Sport analytics leverage AI and ML to improve the game

CIO Business Intelligence

Working with partner Amazon Web Services (AWS), the NFL has developed Digital Athlete, a platform that uses computer vision and ML to predict which players are at the highest risk of injury based on plays and their body positions. Souza’s advice: Cultivate curiosity. Capel-Davies’ advice: Focus on communication.

Analytics 118
article thumbnail

Unleashing Victory: How Data Collection Is Revolutionizing Football Performance Analysis!

Smart Data Collective

Performance Metrics Data collection also extends to individual player metrics. By crunching vast amounts of historical and real-time data, analysts can predict player fatigue, injury risks, and even game outcomes. Stats like successful passes, completed tackles, and shots on target are meticulously recorded and analyzed.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Three Emerging Analytics Products Derived from Value-driven Data Innovation and Insights Discovery in the Enterprise

Rocket-Powered Data Science

The latter is associated primarily with “watching” the data for interesting patterns, while precursor analytics is associated primarily with training the business systems to quickly identify those specific patterns and events that could be associated with high-risk events, thus requiring timely attention, intervention, and remediation.

article thumbnail

Optimize checkpointing in your Amazon Managed Service for Apache Flink applications with buffer debloating and unaligned checkpoints – Part 2

AWS Big Data

We’ve already discussed how checkpoints, when triggered by the job manager, signal all source operators to snapshot their state, which is then broadcasted as a special record called a checkpoint barrier. Then it broadcasts the barrier downstream. For more details, refer to Limitations.

article thumbnail

The Role of Data Analytics in Football Performance

Smart Data Collective

Today, teams utilize sophisticated tracking systems, video analysis tools, and wearable devices to gather a wide range of performance metrics. In addition to performance metrics, data collection also includes injury and fitness data. However, the advent of advanced technologies and analytics has ushered in a new era of data collection.

article thumbnail

Asset lifecycle management strategy: What’s the best approach for your business?

IBM Big Data Hub

capital and manpower), projected downtime and its implications for the business, worker safety, and any potential security risks associated with the repair. Radio frequency identifier tags (RFID): RFID tags broadcast information about the asset they’re attached to using radio-frequency signals and Bluetooth technology.

article thumbnail

Hackers Steal Credit Cards Using Google Analytics: How to Protect Your Business From Cyber Threats

Smart Data Collective

There is a whole host of alternative solutions on hand for companies happy to pay a premium in order to retain a deep level of metrics alongside security, and Countly is one example of a platform that promises ‘secure web analytics’. Although you have to request a demo to get started.