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Engage With Exponential Effort
Swimming In Data
Elite swimmers seek perfection in this minimizing drag, and talk about having the “feel for the water,” while despising the sensation of “slipping strokes.” Mastering this level of execution requires years of practice and training. Furthermore, this level of mastery is so delicate that even the world’s top swimmers complain about losing the “feel” after a few days out of the water.
- Katherine Douglass, et. al.
It’s not often that data science is highlighted on a national television broadcast - and even rarer when the data scientist in question is hoping to head to the Olympics. Katherine Douglass, from UVA, recently co-authored an in-depth look at the biomechanics and mathematics of competitive swimming, where even the smallest change in technique can have big consequences on overall performance.
You can read the details here, but the research team at UVA has created “digital doubles” of elite swimmers, allowing them to virtually adjust a swimmer's stroke in the VR world - thus inspiring the real life swimmer to go and implement the particular stroke adjustment. As this super targeted feedback loop starts to shave more and more time off race results, look for more and more athletes to take a careful look at their digital double off the playing field.
While not every ROCKET Goal demands Olympic levels of precision and a degree in Data Science - this combination of data-driven feedback and practice improvement is something everyone can benefit from! Here are 5 Ways Data Can Propel Your ROCKET Goals Forward.
1. Personalized Feedback Loops
Data science allows for the creation of personalized feedback loops, much like the "digital doubles" used by elite swimmers. By collecting and analyzing performance data, you can identify specific areas for improvement. This feedback can be immediate and highly targeted, enabling you to make precise adjustments that lead to significant improvements over time. Implementing these adjustments consistently fosters exponential growth in performance.
2. Tracking Progress with Precision
Using data to track your progress can provide detailed insights into your performance over time. Advanced metrics and analytics tools can help you visualize your growth, understand trends, and identify patterns. This precise tracking ensures you can celebrate small wins and stay motivated by seeing concrete evidence of your improvements, reinforcing your commitment to your goals.
3. Optimizing Effort Allocation
Data can help you identify where your efforts are most effective and where they might be wasted. By analyzing performance metrics, you can determine which activities yield the highest returns on your time and energy. This optimization allows you to focus on the most impactful tasks, ensuring that your efforts are directed towards activities that drive exponential progress.
4. Predictive Analytics for Future Planning
Predictive analytics can forecast future performance based on historical data. This capability allows you to set more realistic and ambitious goals, anticipate challenges, and prepare accordingly. By understanding potential future outcomes, you can strategize better and make informed decisions that push you towards exponential growth.
5. Data-Driven Mindset and Motivation
Embracing a data-driven mindset encourages continuous learning and adaptation. Analyzing data fosters a growth mindset, as you learn to see every piece of data as a learning opportunity. This approach aligns with the philosophies of David Goggins and the CREW Team Method, promoting relentless self-discipline, embracing challenges, and fostering a culture of continuous improvement and teamwork.
Connecting Data Science with Elite Performance
Elite swimmers like Katherine Douglass leverage data science to refine their techniques and achieve perfection in their sport. Similarly, you can use data to fine-tune your efforts towards your ROCKET Goals. Here’s a deeper look at how data-driven feedback can transform your journey:
Feel for the Data: Just as swimmers develop a "feel for the water," developing an intuitive understanding of your data can guide your decisions and actions. Regularly interacting with your performance data helps you become more attuned to what works and what doesn't, making it easier to make effective adjustments.
Avoiding "Slipping Strokes": In swimming, a "slipping stroke" signifies wasted effort. In your pursuit of goals, data can help you avoid unproductive efforts by highlighting inefficiencies and areas where you can improve. This precision ensures that every action you take is purposeful and impactful.
Virtual Adjustments for Real-Life Gains: The concept of digital doubles in swimming can be translated to virtual simulations of your progress. By visualizing potential changes and their impacts through data analytics, you can experiment and refine your strategies in a risk-free virtual environment before implementing them in real life.
By integrating these data-driven strategies into your pursuit of ROCKET Goals, you can achieve exponential growth and continuous improvement, much like elite athletes striving for perfection in their field.
Here we see innovative hand sensors that help swimmers understand the force of their stroke. What are new and creative ways you can measure your effort and success?