Articles by John R.
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Exciting News: "Passion Struck" Book Launches Tomorrow!
Exciting News: "Passion Struck" Book Launches Tomorrow!
By John R. Miles
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Crafting Your Ideal Self: A Guide to Intentional Living
Crafting Your Ideal Self: A Guide to Intentional Living
By John R. Miles
Contributions
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How do you assess the reliability of different forecasting models?
I rely heavily on statistical validation to ensure forecasting models are reliable. Here’s how: 1. Cross-Validation: Splitting the dataset into training and test sets multiple times to check model performance, ensuring it can generalize well. 2. Backtesting: Comparing predicted outcomes with actual results over different historical periods to assess real-world performance. 3. Residual Analysis: Examining prediction errors to identify patterns or biases. 4. Performance Metrics: Using RMSE, MAE, and R-squared to quantify accuracy and reliability. 5. Stress Testing: Running models under extreme scenarios to evaluate robustness and stability.
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Here's how you can gain support from senior stakeholders for your initiatives.
Gaining support from senior stakeholders for your initiatives requires a strategic approach. Here's what has worked for me: 1. Understand Their Priorities: Align your initiative with their goals and demonstrate how it supports their objectives. 2. Build Relationships: Invest time in building strong, trust-based relationships with stakeholders. 3. Communicate Clearly: Present your ideas concisely, focusing on the benefits and addressing potential concerns. 4. Show Value: Provide data and case studies to show your initiative's potential impact and ROI. 5. Seek Early Feedback: Involve them early to get their input and buy-in. By following these steps, I've successfully gained support from senior stakeholders for my initiatives.
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Here's how you can minimize distractions and interruptions as an executive.
As an executive, minimizing distractions and interruptions is key to maintaining productivity. One crucial strategy I've implemented is setting clear boundaries. I’ve optimized my workspace to be distraction-free, scheduled specific times for deep work, and effectively delegated tasks to my team. I use technology wisely, setting specific times for checking emails and messages, and I communicate my availability clearly to ensure my 'do not disturb' periods are respected. Practicing mindfulness through meditation has also helped me stay calm and focused. These steps have significantly enhanced my focus and decision-making.
Activity
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Your journey is uniquely yours. Embrace your path, trust your instincts, and cherish your individuality. Whether it's in your career, creativity…
Your journey is uniquely yours. Embrace your path, trust your instincts, and cherish your individuality. Whether it's in your career, creativity…
Shared by John R. Miles
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What truly brings happiness and fulfillment? According to new research from Matt Killingsworth, a senior fellow at the University of Pennsylvania’s…
What truly brings happiness and fulfillment? According to new research from Matt Killingsworth, a senior fellow at the University of Pennsylvania’s…
Shared by John R. Miles
More activity by John R.
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I’m incredibly honored to share that Passion Struck has received some amazing recognition: 🏆 #5 Overall Book 🎨 Cover Design Winner 🌟 Public…
I’m incredibly honored to share that Passion Struck has received some amazing recognition: 🏆 #5 Overall Book 🎨 Cover Design Winner 🌟 Public…
Shared by John R. Miles
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Finally cooler! … akaRadioRed had to say bye-bye to the once-vibrant profusion of red begonias in her flower boxes after weeks of intense heat…
Finally cooler! … akaRadioRed had to say bye-bye to the once-vibrant profusion of red begonias in her flower boxes after weeks of intense heat…
Liked by John R. Miles
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Considering that my Shawn Ryan Show interview on undersea #UAP is approaching 850,000 views, I think it is worth posting that Senator Rounds & Leader…
Considering that my Shawn Ryan Show interview on undersea #UAP is approaching 850,000 views, I think it is worth posting that Senator Rounds & Leader…
Liked by John R. Miles
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Lieutenant Colonel (Retired) Scott Mann shares how to navigate the distraction, disengagement, and distrust of our modern world, make new and deeper…
Lieutenant Colonel (Retired) Scott Mann shares how to navigate the distraction, disengagement, and distrust of our modern world, make new and deeper…
Liked by John R. Miles
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