Latest news with #advancedanalytics
Yahoo
22-06-2025
- Business
- Yahoo
KPMG Women's PGA Championship showcases cutting-edge platform KPMG Performance Insights
Over the past quarter century, advanced analytics have transformed much of the sports world. Thanks to technology platforms such as the PGA Tour's ShotLink, Tour players, coaches, media and fans now have more performance data at their fingertips than they could ever possibly consume. Relative to other sports leagues, the LPGA was late to the analytics party, but has made up for lost time, thanks to the 2021 introduction of KPMG Performance Insights, which generates the sort of advanced analytics and performance data that had been missing from the women's game for years. LPGA athletes suddenly had a wealth of information to help them make small adjustments in their practice routines or tournament play that would translate into significant performance gains. Hole 17at Sahalee CC - KPMG Performance Insights Branding – 2024 KPMG Women's PGA Championship. Since its inception, KPMG has been relentless in scaling up the platform. In 2022, for example, KPMG Performance Insights added a player dashboard (an example can be found here) with personalized portals that provide access to data and insights. In 2023, in support of KPMG ambassador and U.S. Solheim Cup captain Stacy Lewis, the company provided KPMG Performance Insights tools, such as analyzing 20,000 simulations to identify the optimal pairings for the matches. Those simulations went so far as to identify how players perform under pressure or on certain types of grass. Example of Player Dashboard. Last year KPMG Performance Insights went next level through the incorporation of AI-empowered predictive analytics that provided leading-edge insights for LPGA tournaments. Additionally, to enhance the KPMG Women's PGA Championship, KPMG partnered with T-Mobile to introduce KPMG CHAMPCAST presented by T-Mobile, which leverages ShotLink Pro 2.0 cutting-edge technology to create an immersive experience for fans watching at home or onsite. (An example of KPMG CHAMPCAST can be found here.) Advertisement 'The KPMG Women's PGA Championship is the most tech-forward event on the LPGA,' said Shawn Quill, National Sports Industry Leader at KPMG. 'Through KPMG Performance Insights and KPMG CHAMPCAST presented by T-Mobile, we're providing the players with real-time, shot-level data and analytics. With features like win probabilities, winning score projections, a dedicated player portal, 3D imagery, shot trails and individual shot highlights, players, fans and the media are able to get closer to the action than ever before.' KPMG CHAMPCAST presented by T-Mobile. As has been the case from the outset, KPMG continues to ramp up its platform by adding more features and benefits for players and fans. For the 2025 KPMG Women's PGA Championship, KPMG is providing new, enhanced features through an AI-generated daily recap. Hole-by-hole AI course analytics that will help players decide how best to attack the difficult Fields Ranch East layout at PGA Frisco. This feature will provide players with information on the best way to play each hole and the trouble spots to avoid on the course. Advertisement Based on the KPMG Performance Insights Daily Recap (an example can be found here) from Thursday's first round, there is a 92% chance the cutline falls between +2 and +4. Players will be able to use this data to help them decide how aggressively they will need to play in the second round. As an example, KPMG ambassador Leona Maguire currently sits at even par through 18 holes. Based on insights from the report, a round of 75 Friday gives her a 95% chance to make the weekend. Additional insights from the recap show the relative difficulty of each hole from the first round. For example, hole 6 (a 446-yard par 4 with bunkers protecting the green) currently has a birdie or better percentage of 2% and a bogey or worse percentage of nearly 50%. As players head into their second round, they will know that a score of par on the sixth hole is actually helping them gain strokes on the field. Daily recap graphic. These are all great tools for LPGA fans and media, but they're invaluable to the LPGA players. Advertisement 'As part of our strategy, we are focused on setting the standard for excellence in women's golf,' Quill said. 'We are excited about our new KPMG Performance Insights Daily Recaps that include AI-powered course analysis, which provides players data on how each hole is playing, and AI-generated scoring targets, so the players can see the predicted cut line and winning scores. These powerful insights will equip the players so they can adjust their approach as they prepare for the next round.' This article originally appeared on Golfweek: KPMG Women's PGA Championship showcase advanced analytics platform
Yahoo
21-06-2025
- Business
- Yahoo
KPMG Women's PGA Championship showcases cutting-edge platform KPMG Performance Insights
Over the past quarter century, advanced analytics have transformed much of the sports world. Thanks to technology platforms such as the PGA Tour's ShotLink, Tour players, coaches, media and fans now have more performance data at their fingertips than they could ever possibly consume. Relative to other sports leagues, the LPGA was late to the analytics party, but has made up for lost time, thanks to the 2021 introduction of KPMG Performance Insights, which generates the sort of advanced analytics and performance data that had been missing from the women's game for years. LPGA athletes suddenly had a wealth of information to help them make small adjustments in their practice routines or tournament play that would translate into significant performance gains. Hole 17at Sahalee CC - KPMG Performance Insights Branding – 2024 KPMG Women's PGA Championship. Since its inception, KPMG has been relentless in scaling up the platform. In 2022, for example, KPMG Performance Insights added a player dashboard (an example can be found here) with personalized portals that provide access to data and insights. In 2023, in support of KPMG ambassador and U.S. Solheim Cup captain Stacy Lewis, the company provided KPMG Performance Insights tools, such as analyzing 20,000 simulations to identify the optimal pairings for the matches. Those simulations went so far as to identify how players perform under pressure or on certain types of grass. Example of Player Dashboard. Last year KPMG Performance Insights went next level through the incorporation of AI-empowered predictive analytics that provided leading-edge insights for LPGA tournaments. Additionally, to enhance the KPMG Women's PGA Championship, KPMG partnered with T-Mobile to introduce KPMG CHAMPCAST presented by T-Mobile, which leverages ShotLink Pro 2.0 cutting-edge technology to create an immersive experience for fans watching at home or onsite. (An example of KPMG CHAMPCAST can be found here.) Advertisement 'The KPMG Women's PGA Championship is the most tech-forward event on the LPGA,' said Shawn Quill, National Sports Industry Leader at KPMG. 'Through KPMG Performance Insights and KPMG CHAMPCAST presented by T-Mobile, we're providing the players with real-time, shot-level data and analytics. With features like win probabilities, winning score projections, a dedicated player portal, 3D imagery, shot trails and individual shot highlights, players, fans and the media are able to get closer to the action than ever before.' KPMG CHAMPCAST presented by T-Mobile. As has been the case from the outset, KPMG continues to ramp up its platform by adding more features and benefits for players and fans. For the 2025 KPMG Women's PGA Championship, KPMG is providing new, enhanced features through an AI-generated daily recap. Hole-by-hole AI course analytics that will help players decide how best to attack the difficult Fields Ranch East layout at PGA Frisco. This feature will provide players with information on the best way to play each hole and the trouble spots to avoid on the course. Advertisement Based on the KPMG Performance Insights Daily Recap (an example can be found here) from Thursday's first round, there is a 92% chance the cutline falls between +2 and +4. Players will be able to use this data to help them decide how aggressively they will need to play in the second round. As an example, KPMG ambassador Leona Maguire currently sits at even par through 18 holes. Based on insights from the report, a round of 75 Friday gives her a 95% chance to make the weekend. Additional insights from the recap show the relative difficulty of each hole from the first round. For example, hole 6 (a 446-yard par 4 with bunkers protecting the green) currently has a birdie or better percentage of 2% and a bogey or worse percentage of nearly 50%. As players head into their second round, they will know that a score of par on the sixth hole is actually helping them gain strokes on the field. Daily recap graphic. These are all great tools for LPGA fans and media, but they're invaluable to the LPGA players. Advertisement 'As part of our strategy, we are focused on setting the standard for excellence in women's golf,' Quill said. 'We are excited about our new KPMG Performance Insights Daily Recaps that include AI-powered course analysis, which provides players data on how each hole is playing, and AI-generated scoring targets, so the players can see the predicted cut line and winning scores. These powerful insights will equip the players so they can adjust their approach as they prepare for the next round.' This article originally appeared on Golfweek: KPMG Women's PGA Championship showcase advanced analytics platform
Geeky Gadgets
02-06-2025
- Business
- Geeky Gadgets
How to Use the SUM Function Like a Pro and Solve Complex Problems
Have you ever thought of the humble SUM function as a secret weapon for advanced analytics? Most Excel users see it as a basic tool for adding numbers, but what if I told you it could do so much more? Imagine effortlessly analyzing massive datasets, solving complex conditional problems, or even handling text-based calculations—all with a single function. The truth is, the SUM function is far more powerful than it seems, capable of replacing specialized tools like COUNTIFS, SUMIFS, and AVERAGEIFS when used creatively. If you've ever felt limited by Excel's predefined formulas, this might just be the fantastic option you've been waiting for. In this guide, My Online Training Hub shows you how to unleash the full potential of the SUM function, transforming it into a versatile tool for tackling intricate analytical challenges. You'll learn how to use logical tests, auxiliary functions like SIGN and ISNUMBER, and dynamic formulas to solve problems that once seemed out of reach. From conditional counting and summing to advanced text-based calculations, these techniques will not only save you time but also make your workflows more efficient and adaptable. By the end, you might just see the SUM function in a whole new light—one where its simplicity hides a surprising depth of power. Mastering Excel's SUM Function Using SUM for Conditional Counting The SUM function can be adapted to perform conditional counting, effectively mimicking the functionality of COUNTIFS. By using logical tests, such as 'greater than' or 'equal to,' Excel evaluates these conditions as TRUE or FALSE, which are automatically converted to numeric values (1 or 0) in calculations. This allows you to create dynamic formulas for counting rows based on specific criteria. To handle 'AND' conditions, multiply the results of multiple logical tests. This ensures only rows meeting all criteria are counted. conditions, multiply the results of multiple logical tests. This ensures only rows meeting all criteria are counted. For 'OR' conditions, add the logical tests to include rows satisfying at least one condition. In scenarios where criteria overlap, the SIGN function becomes essential. It normalizes results to 1, preventing double counting and making sure accurate totals. For example, if you need to count rows where two overlapping conditions are met, applying SIGN ensures each row is counted only once. This technique is particularly useful when working with datasets containing multiple layers of criteria. Using SUM for Conditional Summing While SUMIFS is commonly used for conditional summing, the SUM function offers greater flexibility and adaptability. By multiplying the values to be summed with logical conditions, you can dynamically filter and sum data based on multiple criteria. To sum values meeting 'AND' conditions, multiply the logical tests with the target column. conditions, multiply the logical tests with the target column. For 'OR' conditions, add the logical tests and use the SIGN function to avoid double counting overlapping results. For instance, if you need to sum sales figures for a specific region and product category, you can multiply the sales column by the corresponding conditions. This approach allows you to seamlessly combine criteria across different columns, making it ideal for analyzing large and complex datasets. Additionally, this method provides flexibility in adapting to changes in your data or criteria without requiring predefined functions. These SUM Tricks Will Blow Your Mind Watch this video on YouTube. Below are more guides on Excel's SUM function from our extensive range of articles. Using SUM for Conditional Averages The SUM function can also be used to calculate conditional averages, eliminating the need for AVERAGEIFS. By dividing the conditional sum by the conditional count, you can derive accurate averages while maintaining flexibility. For example, to calculate the average sales for a specific product category across multiple regions: Use the SUM function to calculate the total sales meeting the conditions. Divide the result by the count of rows satisfying the same criteria. This method is particularly valuable when dealing with overlapping conditions or datasets that require customized calculations. It ensures precision and adaptability, making it a powerful alternative to predefined average functions. Text-Based Calculations with SUM The SUM function is not limited to numerical data; it can also handle text-based calculations. By combining it with functions like SEARCH and ISNUMBER, you can analyze datasets containing text and extract meaningful insights. Use the SEARCH function to locate specific text within a dataset. function to locate specific text within a dataset. Apply ISNUMBER to verify the presence of the text, converting results into numeric values. For example, if you need to count rows containing either 'Product A' or 'Product B,' you can combine logical tests with the SIGN function to normalize overlapping results. This technique is particularly useful for analyzing survey responses, customer feedback, or other text-heavy datasets. It allows you to quantify qualitative data and integrate it into broader analyses. Advanced Applications of the SUM Function The versatility of the SUM function extends beyond counting, summing, and averaging. It can be integrated with other functions to perform advanced calculations, such as identifying extreme values or creating dynamic formulas that adapt to changes in your data. Combine SUM with MIN or MAX to identify extreme values within filtered datasets. or to identify extreme values within filtered datasets. Create dynamic formulas that automatically adjust as new data is added, allowing real-time analysis. For example, you can use the SUM function to calculate weighted averages, where each value is multiplied by a corresponding weight before summing. This approach is particularly useful in financial modeling, performance analysis, or any scenario requiring proportional calculations. By mastering these advanced applications, you can unlock the full potential of the SUM function and streamline your analytical workflows. Key Techniques for Mastering the SUM Function To fully use the power of the SUM function, it is essential to develop a strong understanding of the following techniques: Use logical tests to convert TRUE/FALSE values into numeric equivalents (1/0). Apply the SIGN function to prevent double counting and ensure accurate results. function to prevent double counting and ensure accurate results. Combine SUM with auxiliary functions like ISNUMBER and SEARCH for versatile calculations. and for versatile calculations. Develop dynamic formulas that adapt to changes in data and criteria, making sure flexibility and precision. These techniques not only enhance your proficiency in Excel but also enable you to tackle a wide range of analytical challenges with confidence. By mastering the SUM function, you can transform your approach to data analysis, making it more efficient, accurate, and adaptable to complex scenarios. Media Credit: MyOnlineTrainingHub Filed Under: Guides Latest Geeky Gadgets Deals Disclosure: Some of our articles include affiliate links. If you buy something through one of these links, Geeky Gadgets may earn an affiliate commission. Learn about our Disclosure Policy.
