Measuring Nature Positive Nature Positive by 2030 is a global societal goal to halt and reverse nature loss. We need to consensus on credible, practical state of nature metrics to measure whether efforts to achieve this goal a...

The Nature Positive Initiative is seeking final input on a proposed shared set of metrics for tracking and evaluating nature-positive outcomes.

Learn more and share your feedback: www.naturepositive.org/metrics

#NaturePositive #StateOfNatureMetrics #MetricsMatter @npinitiative.bsky.social

Numbers Are Sexy
“Improved sales process” is unclear, but “Increased close rate from 21% to 33% in six months” is clear and impressive. Using numbers helps hiring managers see your value. If you can’t measure it, it’s hard to promote it.
#resumetips #metricsmatter #careergrowth #jobsearchstrategy

This is what happens when you stop guessing and start understanding your body.
Strength + data = real progress.
Keep lifting with intention.
responsible.fit
#NoEgoLifts #MetricsMatter #ResponsibleFit

It's your opportunity to contribute to a public survey kicking off the project 'Demonstrating Nature Positive Outcomes: Building Consensus on How to Communicate Nature’s Recovery'.

👉globaleysurvey.ey.com/jfe/form/SV_6u2CC16ZZjFt...

#NaturePositive #MetricsMatter #NaturePositiveOutcomes

why emotions kill growth and how to finally lead with your head, not your heart.
👉 www.training-darleneziebell.com/blog/run-your-business-w...

#BusinessGrowth #Entrepreneurship #MetricsMatter #StrategyFirst

When the Scoreboard Becomes the Game, It’s Time to Recalibrate Research Metrics - The Scholarly Kitchen Today's guest post discusses research metrics and their relationship to research integrity, inclusivity, and long-term impact.

scholarlykitchen.sspnet.org/2025/09/11/guest-post-when-the-scoreboard-becomes-the-game-its-time-to-recalibrate-research-metrics/

#ResearchMetrics #ScholarlyPublishing #AcademicIntegrity #ResearchCulture #MetricsMatter #ResponsibleResearch #AcademicLife #OpenScience #ResearchEvaluation

SimSpace AARs bridge technical data with business strategy. Metrics like ALE & ROI ensure smarter decisions.💡 Learn how to optimize your cybersecurity with our in-depth reporting.

🔗 buff.ly/3E8yCfS

#MetricsMatter #CyberResilience #RiskQuantification #ROIOptimization

🌊 How do we measure progress towards a #NaturePositive ocean? That's exactly what the Nature Positive Initiative, @orraanews.bsky.social and the @weforum.org are working on.

The latest 👉www.naturepositive.org/news/blog/nature-positiv...

#MetricsMatter #OceanPositive

#TimeSeries #Forecasting #MLOps #ForecastStability #MetricsMatter #SMAPC #Evaluation #ModelMonitoring #DataScience

Worldview Intelligence Online Courses and Free Downloads Worldview Intelligence is a set of skills that are essential to building trust and relationship, to making progress on strategic goals, improving communication, reducing conflict and finding ways forw...

And at WorldviewPrograms.com you can access an assessment to reflect on how healthy your workplace culture is and what areas might need improvement. #metrics #assessments #metricsmatter

Mastering Modern Time Series Forecasting : The Complete Guide to Statistical, Machine Learning & Deep Learning Models in Python 📘 Mastering Modern Time Series Forecasting (early access - release in 2025)This book will rise to $60+ as more chapters drop. Preorder now for $25 and lock in lifetime access.The Definitive Guide to Statistical, Machine Learning & Deep Learning Models in PythonLet’s be honest — most forecasting books are either outdated, too shallow, or written by folks who’ve never actually built a real forecasting system.If you’ve ever felt frustrated by books that skip the basics, toss in code without explaining it, or barely touch on what forecasting really involves — you’re not alone.This is different.Mastering Modern Time Series Forecasting is your all-in-one, no-shortcuts guide to building reliable, high-impact forecasting systems. Whether you're just getting started or looking to deepen your expertise, this book takes you from rock-solid foundations to the latest advances in forecasting — including deep learning, transformers, and FTSM (Foundational Time Series Models).Written by a practitioner with over a decade of experience, who’s built production-grade forecasting systems for multibillion-dollar companies, this book is grounded in reality — not hype. The systems I’ve helped build have delivered multimillion-dollar business value, but I’ve also seen the other side: data science teams chasing shiny tools, only to ship systems that crash in production, fail silently, or burn through budgets without results.This book is a response to that — combining practical Python examples, real-world case studies, and a clear path to building forecasting solutions that actually work, scale, and deliver value.🔍 What You'll Learn📘 Core Forecasting FoundationsGrasp what forecast accuracy really means, master model validation strategies, and sidestep common pitfalls that trip up even experienced practitioners.📈 Classical Models, Done RightIn-depth, modern takes on ARIMA, Exponential Smoothing, and other classical statistical and econometrics models — with clarity, not complexity.🤖 Machine Learning for Time SeriesBuild feature-rich forecasts using state-of-the-art ML techniques that go far beyond black-box models.🧠 Deep Learning & TransformersExplore powerful deep learning architectures, including Transformer-based models — all with clear, readable PyTorch code.📊 FTSMs – Foundational Time Series ModelsExplore the rise of Foundational Time Series Models (FTSMs) — large, pre-trained models designed to generalize across domains, tasks, and time horizons. Think GPT for time series.🎯 Probabilistic & Interpretable ForecastingMove beyond point forecasts with uncertainty quantification, conformal prediction, SHAP, attention mechanisms, and explainability tools.📊 Real-World Case StudiesApply what you’ve learned on practical datasets across domains like retail, energy, and finance.🚀 MLOps & DeploymentLearn how to deploy, monitor, and scale your forecasting pipelines in the real world — without the headaches.👥 Who It’s For Data Scientists & ML EngineersSolving real-world forecasting challenges and building production-ready systems. Analysts & DevelopersLooking for a practical, hands-on reference that covers both fundamentals and advanced techniques. Students, Educators & ResearchersIn need of a modern, curriculum-friendly resource grounded in both theory and application. Demand Planners & Business StrategistsFocused on delivering real value through accurate, actionable forecasts. 🧠 Why This Book Stands Out 🔍 Starts with what matters — metrics and validationBefore jumping into models, you’ll learn how to evaluate them properly so you’re building on a solid foundation. 🧠 Focuses on understanding, not just codingLearn how methods work, why they work, and when to use them — not just how to run the code. 💻 Fully documented, transparent codeNo black boxes. Every example is clearly explained so you can learn and adapt, not guess. 🔄 Updated continuously with reader feedbackBuy once, benefit forever — you’ll get lifetime updates as the field evolves. 📚 Everything in one placeFrom classical models to deep learning and FTSMs — no need to juggle multiple resources ever again. 📦 What You Get Instant download of the full book All code examples, datasets, and notebooks Free lifetime updates (including new chapters, errata fixes, and bonus content) Exclusive early access to upcoming bonus chapters & Q&A sessions 💸 Pricing 🎉 Introductory Launch Price Suggested: $35 | Minimum: $30 This is the initial price — it will increase as more chapters, tools, and content are released. If you find value or want to support the project, feel free to pay what it’s worth to you ❤️ Ready to take your forecasting skills from stats to neural nets, and from theory to real-world deployment?👉 Hit “Buy Now” and start mastering forecasting like never before.

Grab your copy:

Gumroad -> valeman.gumroad.com/...

leanpub.com/masterin...



#TimeSeries #Forecasting #ModelEvaluation #MetricsMatter #MachineLearning #AI #FVA #ChapterDrop
9/9

Physics of Gamification What if physics could explain user behavior? Physics of Gamification connects classic physics laws with modern gamification mechanics — to reveal how people engage, act, and stay motivated. Hosted by ...

🎙️ EP005 is live: The Observer Effect – Measuring What Matters

In gamification, what you measure shapes what people do — and not always in your favor.

New episode now.
🎧 pod.link/1809305223

#Gamification #UX #BehaviorDesign #Podcast #MetricsMatter

Mastering Modern Time Series Forecasting : A Comprehensive Guide to Statistical, Machine Learning, and Deep Learning Models in Python 📘 Mastering Modern Time Series Forecasting (early access - release in 2025)This book will rise to $59+ as more chapters drop. Preorder now for $25 and lock in lifetime access.The Definitive Guide to Statistical, Machine Learning & Deep Learning Models in PythonLet’s be honest — most forecasting books are either outdated, too shallow, or written by folks who’ve never actually built a real forecasting system.If you’ve ever felt frustrated by books that skip the basics, toss in code without explaining it, or barely touch on what forecasting really involves — you’re not alone.This is different.Mastering Modern Time Series Forecasting is your all-in-one, no-shortcuts guide to building reliable, high-impact forecasting systems. Whether you're just getting started or looking to deepen your expertise, this book takes you from rock-solid foundations to the latest advances in forecasting — including deep learning, transformers, and FTSM (Foundational Time Series Models).Written by a practitioner with over a decade of experience, who’s built production-grade forecasting systems for multibillion-dollar companies, this book is grounded in reality — not hype. The systems I’ve helped build have delivered multimillion-dollar business value, but I’ve also seen the other side: data science teams chasing shiny tools, only to ship systems that crash in production, fail silently, or burn through budgets without results.This book is a response to that — combining practical Python examples, real-world case studies, and a clear path to building forecasting solutions that actually work, scale, and deliver value.🔍 What You'll Learn📘 Core Forecasting FoundationsGrasp what forecast accuracy really means, master model validation strategies, and sidestep common pitfalls that trip up even experienced practitioners.📈 Classical Models, Done RightIn-depth, modern takes on ARIMA, Exponential Smoothing, and other classical statistical and econometrics models — with clarity, not complexity.🤖 Machine Learning for Time SeriesBuild feature-rich forecasts using state-of-the-art ML techniques that go far beyond black-box models.🧠 Deep Learning & TransformersExplore powerful deep learning architectures, including Transformer-based models — all with clear, readable PyTorch code.📊 FTSMs – Foundational Time Series ModelsExplore the rise of Foundational Time Series Models (FTSMs) — large, pre-trained models designed to generalize across domains, tasks, and time horizons. Think GPT for time series.🎯 Probabilistic & Interpretable ForecastingMove beyond point forecasts with uncertainty quantification, conformal prediction, SHAP, attention mechanisms, and explainability tools.📊 Real-World Case StudiesApply what you’ve learned on practical datasets across domains like retail, energy, and finance.🚀 MLOps & DeploymentLearn how to deploy, monitor, and scale your forecasting pipelines in the real world — without the headaches.👥 Who It’s For Data Scientists & ML EngineersSolving real-world forecasting challenges and building production-ready systems. Analysts & DevelopersLooking for a practical, hands-on reference that covers both fundamentals and advanced techniques. Students, Educators & ResearchersIn need of a modern, curriculum-friendly resource grounded in both theory and application. Demand Planners & Business StrategistsFocused on delivering real value through accurate, actionable forecasts. 🧠 Why This Book Stands Out 🔍 Starts with what matters — metrics and validationBefore jumping into models, you’ll learn how to evaluate them properly so you’re building on a solid foundation. 🧠 Focuses on understanding, not just codingLearn how methods work, why they work, and when to use them — not just how to run the code. 💻 Fully documented, transparent codeNo black boxes. Every example is clearly explained so you can learn and adapt, not guess. 🔄 Updated continuously with reader feedbackBuy once, benefit forever — you’ll get lifetime updates as the field evolves. 📚 Everything in one placeFrom classical models to deep learning and FTSMs — no need to juggle multiple resources ever again. 📦 What You Get Instant download of the full book All code examples, datasets, and notebooks Free lifetime updates (including new chapters, errata fixes, and bonus content) Exclusive early access to upcoming bonus chapters & Q&A sessions 💸 Pricing 🎉 Introductory Launch Price Suggested: $29 | Minimum: $25 This is the initial price — it will increase as more chapters, tools, and content are released. If you find value or want to support the project, feel free to pay what it’s worth to you ❤️ Ready to take your forecasting skills from stats to neural nets, and from theory to real-world deployment?👉 Hit “Buy Now” and start mastering forecasting like never before.

👉 Get the early access edition here: valeman.gumroad.com/...

#forecasting #timeseries #machinelearning #dataanalytics #python #deeplearning #ARIMA #MAPE #metricsmatter

First Minister’s Environmental Council: scenarios for a resilient net zero and nature-positive Scotland in 2045 First Minister’s Environmental Council: Scenarios for a resilient net zero and nature positive Scotland in 2045

Insightful report from the Scottish government explores different scenarios to achieve Scotland’s ambition to be resilient, net-zero and nature-positive by 2045. 🏴󠁧󠁢󠁳󠁣󠁴󠁿

www.gov.scot/publications...

#NaturePositive #KMGBF #ClimateAction #MetricsMatter

Four key indicators in the draft State of Nature Metrics Delve deeper into the four indicators outlined in the draft State of Nature Metrics that help measure and track the state of nature over time, to drive action that can lead to overall nature-positive ...

Latest update: learn about the four key indicators that are featured in the current draft set of state of nature metrics via the Nature Positive Initiative's latest blog: www.naturepositive.org/news/blog/fo... #NaturePositive #StateOfNatureMetrics #MetricsMatter

We're now on BlueSky image with butterfly

We're now on BlueSky! Pleased to join the #nature #climate communities over here and looking forward to connecting 🤳✨

#NaturePositive #ClimateAction #MetricsMatter

Rockpoint Business Solutions Rockpoint Business Solutions is a leading business strategy and consulting firm dedicated to driving long-term success for organizations. Through expert strategic diagnostics, we pinpoint key challenges and deliver transformative results that elevate performance and morale. Our tailored solutions he

My "MR-cubed" approach to dramatically improving key performance metrics works! Ask me how. rockpointbusiness.com #businesstransformation #metricsmatter #processimprovement #fractionalCOO #operationalexcellence #culturaltransformation

Rockpoint Business Solutions Rockpoint Business Solutions is a leading business strategy and consulting firm dedicated to driving long-term success for organizations. Through expert strategic diagnostics, we pinpoint key challenges and deliver transformative results that elevate performance and morale. Our tailored solutions he

Two truths in business:

1) Efficient processes and a focus on the right operational and revenue metrics drive results.

2) You get what you measure, report, reward, and recognize.

Let me show you how: rockpointbusiness.com

#businesstransformation #metricsmatter

The golden rule of performance: Measure, optimize, repeat. If you can’t measure it, you can’t improve it. 📊 #MetricsMatter

This #BlackHistoryMonth, we honor the trailblazers whose impact continues to shape the future of global development. Together, we can drive equity and measure progress for a more just world. #MetricsMatter

Soumitra Ghosh and the @abtglobal.bsky.social team won a #GwatkinEquityMeasurementPrize for their efforts using the #EquityTool to restore essential care for urban, low-income Afghan communities.💡 Listen now!

#MetricsMatter

📢 Exciting news! M4M and PSI are collaborating to develop a global measure of women’s healthcare experience, enhancing qualitative measurement in #LMICs. 🌍 Learn more: ow.ly/F36V50TXsTv

#GlobalGrandChallenges #MetricsMatter

Kristen Little and the PSI team, winners of the Gwatkin Equity Measurement Prize, innovatively used the #EquityTool to help to expand access to modern contraceptives and address reproductive health needs in Malawi. Listen now! #MetricsMatter

We work to improve health services by providing measurement solutions. We measure equity and wealth to increase access to care. We work in improve quality of maternal, abortion, and family planning care. We’re excited to join Bluesky! #MetricsMatter

📈 Boost your business with Year-Over-Year analysis! Compare performance, track growth, and identify trends for success. 🌟 #YoYAnalysis #BusinessGrowth #MetricsMatter #FinancialSuccess #DataDriven

Visit us: accountingbyte.com/year-over-ye...

#MetricsMatter 📊

OR

"You're judged by the company you keep"? 🤔

Metrics are more than numbers—they’re tools for smarter leadership.

Review your key metrics today:

Do they align with your goals?
Are they helping your team grow?

Let’s turn data into insights that inspire action.

#Leadership #TeamGrowth #MetricsMatter #LeadershipInsights

tightening up the eq for that roi amirite hahahah fuck
#syngehry #MetricsMatter