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#forecasting

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Eddie Hunsinger<p>'A.I. Is Quietly Powering a Revolution in Weather Prediction' - Yale Environment 360, April 2025 <br><a href="https://e360.yale.edu/features/artificial-intelligence-weather-forecasting" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">e360.yale.edu/features/artific</span><span class="invisible">ial-intelligence-weather-forecasting</span></a> <br><a href="https://mastodon.social/tags/Weather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Weather</span></a> <a href="https://mastodon.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a></p>
AI6YR Ben<p>Trump cuts would cripple NOAA’s wide-ranging science partnerships <a href="https://www.eenews.net/articles/trump-cuts-would-cripple-noaas-wide-ranging-science-partnerships/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">eenews.net/articles/trump-cuts</span><span class="invisible">-would-cripple-noaas-wide-ranging-science-partnerships/</span></a></p><p><a href="https://m.ai6yr.org/tags/NOAA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NOAA</span></a> <a href="https://m.ai6yr.org/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>science</span></a> <a href="https://m.ai6yr.org/tags/Politics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Politics</span></a> <a href="https://m.ai6yr.org/tags/WX" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WX</span></a> <a href="https://m.ai6yr.org/tags/NWS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NWS</span></a> <a href="https://m.ai6yr.org/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a></p>
Rami Krispin :unverified:<p>Time Series Analysis with StatsModels&nbsp;</p><p>This workshop from the PyData Global 2024 conference by Allen Downey provides an introduction to time series analysis with the StatsModels Python library.</p><p><a href="https://www.youtube.com/watch?v=foMbacbuAQk" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">youtube.com/watch?v=foMbacbuAQ</span><span class="invisible">k</span></a></p><p><a href="https://mstdn.social/tags/timeseries" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>timeseries</span></a> @python <a href="https://mstdn.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> <a href="https://mstdn.social/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a></p>
AI6YR Ben<p>Bloomberg: US Weather Analysis for 21 States Goes Dark After Funding Lapse</p><p>"...eather analysis tools used by a wide array of businesses and government entities across the US have gone dark after funding for long-running regional climate hubs lapsed.</p><p>The websites for three US National Oceanic and Atmospheric Administration regional centers serving 21 states across the central and southeastern US — including the Dakotas, the Carolinas, Alabama and Georgia — have gone dark, according to service notifications posted on the centers’ home pages. The Southern Regional Climate Center, which serves Texas and Louisiana, among other states, has also lost funding, director John Neilsen-Gammon said in an interview Thursday...."</p><p>(paywall)<br><a href="https://www.bloomberg.com/news/articles/2025-04-17/us-weather-analysis-for-21-states-goes-dark-after-funding-lapse" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">bloomberg.com/news/articles/20</span><span class="invisible">25-04-17/us-weather-analysis-for-21-states-goes-dark-after-funding-lapse</span></a></p><p><a href="https://m.ai6yr.org/tags/noaa" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>noaa</span></a> <a href="https://m.ai6yr.org/tags/nws" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>nws</span></a> <a href="https://m.ai6yr.org/tags/weather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>weather</span></a> <a href="https://m.ai6yr.org/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> <a href="https://m.ai6yr.org/tags/wx" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>wx</span></a></p>
AI6YR Ben<p>Stand Up for NOAA Research — The Time to Act Is Now</p><p>April 17, 2025</p><p>A Statement of the American Meteorological Society in Partnership with the National Weather Association</p><p>The administration’s 2026 budget passback plan, currently under consideration, eliminates NOAA’s Oceanic and Atmospheric Research (OAR) Office and its 10 research laboratories and 16 affiliated Cooperative Institutes, and moves the few remaining research efforts to different NOAA departments. If enacted, the passback would close all of NOAA’s weather, climate, and ocean Laboratories and Cooperative Institutes. </p><p>The speed at which these decisions are being made translates into little to no opportunity for feedback or consideration of long-term impacts. Without NOAA research, National Weather Service (NWS) weather models and products will stagnate, observational data collection will be reduced, public outreach will decrease, undergraduate and graduate student support will drop, and NOAA funding for universities will plummet. In effect, the scientific backbone and workforce needed to keep weather forecasts, alerts, and warnings accurate and effective will be drastically undercut, with unknown — yet almost certainly disastrous — consequences for public safety and economic health. As key stakeholders, AMS and NWA stand ready to provide our expertise so that the U.S. can maintain its competitiveness in the years ahead. </p><p><a href="https://blog.ametsoc.org/2025/04/17/stand-up-for-noaa-research-the-time-to-act-is-now/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.ametsoc.org/2025/04/17/st</span><span class="invisible">and-up-for-noaa-research-the-time-to-act-is-now/</span></a></p><p><a href="https://m.ai6yr.org/tags/noaa" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>noaa</span></a> <a href="https://m.ai6yr.org/tags/nws" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>nws</span></a> <a href="https://m.ai6yr.org/tags/weather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>weather</span></a> <a href="https://m.ai6yr.org/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> <a href="https://m.ai6yr.org/tags/disasters" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>disasters</span></a> <a href="https://m.ai6yr.org/tags/publicsafety" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>publicsafety</span></a></p>
💧🌏 Greg Cocks<p>Interpretable Physics-Informed Graph Neural Networks For Flood Forecasting<br>--<br><a href="https://doi.org/10.1111/mice.13484" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1111/mice.13484</span><span class="invisible"></span></a> &lt;-- shared paper<br>--<br><a href="https://github.com/MehdiTaghizadehUVa/modulus/tree/main/examples/weather/flood_modeling/hydrographnet" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/MehdiTaghizadehUVa/</span><span class="invisible">modulus/tree/main/examples/weather/flood_modeling/hydrographnet</span></a> &lt;-- shared GitHub repository<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/FloodForecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FloodForecasting</span></a> <a href="https://techhub.social/tags/GraphNeuralNetworks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GraphNeuralNetworks</span></a> <a href="https://techhub.social/tags/PhysicsInformedAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PhysicsInformedAI</span></a> <a href="https://techhub.social/tags/Hydrology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Hydrology</span></a> <a href="https://techhub.social/tags/ClimateResilience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ClimateResilience</span></a> <a href="https://techhub.social/tags/ScientificMachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ScientificMachineLearning</span></a> <a href="https://techhub.social/tags/CivilEngineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CivilEngineering</span></a> <a href="https://techhub.social/tags/HydroGraphNet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HydroGraphNet</span></a> <a href="https://techhub.social/tags/PhyiscsNeMo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PhyiscsNeMo</span></a> <a href="https://techhub.social/tags/hydrology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>hydrology</span></a> <a href="https://techhub.social/tags/water" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>water</span></a> <a href="https://techhub.social/tags/flood" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>flood</span></a> <a href="https://techhub.social/tags/flooding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>flooding</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatiotemporal</span></a> <a href="https://techhub.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>climatechange</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>modeling</span></a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/extremeweather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>extremeweather</span></a> <a href="https://techhub.social/tags/prediction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>prediction</span></a> <a href="https://techhub.social/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> <a href="https://techhub.social/tags/planning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>planning</span></a> <a href="https://techhub.social/tags/humanimpacts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>humanimpacts</span></a> <a href="https://techhub.social/tags/loss" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>loss</span></a> <a href="https://techhub.social/tags/lossoflife" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>lossoflife</span></a> <a href="https://techhub.social/tags/publicsafety" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>publicsafety</span></a> <a href="https://techhub.social/tags/cost" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cost</span></a> <a href="https://techhub.social/tags/economics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>economics</span></a> <a href="https://techhub.social/tags/infrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>infrastructure</span></a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>risk</span></a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>hazard</span></a> <a href="https://techhub.social/tags/disaster" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>disaster</span></a> <a href="https://techhub.social/tags/mitigation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mitigation</span></a> <a href="https://techhub.social/tags/preparedness" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>preparedness</span></a> <a href="https://techhub.social/tags/naturaldisaster" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>naturaldisaster</span></a> <a href="https://techhub.social/tags/HydroGraphNet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HydroGraphNet</span></a> <a href="https://techhub.social/tags/floodforecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>floodforecasting</span></a> <a href="https://techhub.social/tags/dynamics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dynamics</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/earthobservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>earthobservation</span></a></p>
Jesus Castagnetto 🇵🇪<p><a href="https://mastodon.social/tags/TIL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TIL</span></a> about the <a href="https://mastodon.social/tags/Violence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Violence</span></a> &amp; Impacts Early-Warning System (VIEWS) project, that does <a href="https://mastodon.social/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> of possible <a href="https://mastodon.social/tags/conflicts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>conflicts</span></a> and its <a href="https://mastodon.social/tags/humaritarian" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>humaritarian</span></a> toll.</p><p>Details in: <a href="https://viewsforecasting.org/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">viewsforecasting.org/</span><span class="invisible"></span></a></p><p>That project is sharing their datasets via <a href="https://mastodon.social/tags/HumData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HumData</span></a> (<a href="https://mastodon.social/tags/HDX" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HDX</span></a>): <a href="https://data.humdata.org/organization/views" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">data.humdata.org/organization/</span><span class="invisible">views</span></a></p><p><a href="https://mastodon.social/tags/DataForGood" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataForGood</span></a> <a href="https://mastodon.social/tags/OpenData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenData</span></a></p>
💧🌏 Greg Cocks<p>Avalanche Debris Detection From Sentinel-2 Data Using Fuzzy Machine Learning And Colour Spaces For The Indian Himalaya<br>--<br><a href="https://doi.org/10.1080/2150704X.2025.2488532" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1080/2150704X.2025.</span><span class="invisible">2488532</span></a> &lt;-- shared paper<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/snowavalanches" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>snowavalanches</span></a> <a href="https://techhub.social/tags/snow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>snow</span></a> <a href="https://techhub.social/tags/avalanches" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>avalanches</span></a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://techhub.social/tags/fuzzyclassification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fuzzyclassification</span></a> <a href="https://techhub.social/tags/SVM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SVM</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/randomforest" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>randomforest</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>modeling</span></a> <a href="https://techhub.social/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>risk</span></a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>hazard</span></a> <a href="https://techhub.social/tags/massmovement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>massmovement</span></a> <a href="https://techhub.social/tags/engineeringgeology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>engineeringgeology</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/earthobservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>earthobservation</span></a> <a href="https://techhub.social/tags/imagery" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>imagery</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatiotemporal</span></a> <a href="https://techhub.social/tags/change" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>change</span></a> <a href="https://techhub.social/tags/debris" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>debris</span></a> <a href="https://techhub.social/tags/detection" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>detection</span></a> <a href="https://techhub.social/tags/satellite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>satellite</span></a> <a href="https://techhub.social/tags/sentinel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sentinel</span></a> <a href="https://techhub.social/tags/Himalaya" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Himalaya</span></a> <a href="https://techhub.social/tags/Himalayas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Himalayas</span></a> <a href="https://techhub.social/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>performance</span></a></p>
Knowledge Zone<p><a href="https://mstdn.social/tags/KnowledgeByte" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>KnowledgeByte</span></a>: <a href="https://mstdn.social/tags/Weather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Weather</span></a> <a href="https://mstdn.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a> is the use of science and technology to predict the conditions of the atmosphere at a given time and location.</p><p>Here is a brief overview of how it works.</p><p><a href="https://knowledgezone.co.in/posts/How-does-weather-forecasting-work-660fa5cce6e91f0b9aae5f4f" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">knowledgezone.co.in/posts/How-</span><span class="invisible">does-weather-forecasting-work-660fa5cce6e91f0b9aae5f4f</span></a></p>
Valeriy M., PhD, MBA, CQF<p>✅ Get actionable insights to apply immediately.<br>✅ Experience a taste of mastering predictive accuracy.</p><p>Spaces are limited—grab your spot now!</p><p>🔗 Reserve Your Free Seat Here!</p><p><a href="https://maven.com/p/0bad42/ditch-mape-unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&amp;utm_source=instructor" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">maven.com/p/0bad42/ditch-mape-</span><span class="invisible">unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&amp;utm_source=instructor</span></a></p><p><a href="https://sigmoid.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://sigmoid.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> <a href="https://sigmoid.social/tags/FreeTraining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FreeTraining</span></a></p>
Valeriy M., PhD, MBA, CQF<p>✅ Get actionable insights to apply immediately.<br>✅ Experience a taste of mastering predictive accuracy.</p><p>Spaces are limited—grab your spot now!</p><p>🔗 Reserve Your Free Seat Here!</p><p><a href="https://maven.com/p/0bad42/ditch-mape-unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&amp;utm_source=instructor" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">maven.com/p/0bad42/ditch-mape-</span><span class="invisible">unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&amp;utm_source=instructor</span></a></p><p><a href="https://sigmoid.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://sigmoid.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> <a href="https://sigmoid.social/tags/FreeTraining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FreeTraining</span></a></p>
Valeriy M., PhD, MBA, CQF<p>✅ Get actionable insights to apply immediately.<br>✅ Experience a taste of mastering predictive accuracy.</p><p>Spaces are limited—grab your spot now!</p><p>🔗 Reserve Your Free Seat Here!</p><p><a href="https://maven.com/p/0bad42/ditch-mape-unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&amp;utm_source=instructor" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">maven.com/p/0bad42/ditch-mape-</span><span class="invisible">unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&amp;utm_source=instructor</span></a></p><p><a href="https://sigmoid.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://sigmoid.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> <a href="https://sigmoid.social/tags/FreeTraining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FreeTraining</span></a></p>
Valeriy M., PhD, MBA, CQF<p><a href="https://lnkd.in/e4fq4vzZ" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lnkd.in/e4fq4vzZ</span><span class="invisible"></span></a></p><p><a href="https://sigmoid.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://sigmoid.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> <a href="https://sigmoid.social/tags/FreeTraining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FreeTraining</span></a></p>
Valeriy M., PhD, MBA, CQF<p>✅ Get actionable insights to apply immediately.<br>✅ Experience a taste of mastering predictive accuracy.</p><p>Spaces are limited—grab your spot now!</p><p>🔗 Reserve Your Free Seat Here!</p><p><a href="https://maven.com/p/0bad42/ditch-mape-unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&amp;utm_source=instructor" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">maven.com/p/0bad42/ditch-mape-</span><span class="invisible">unlock-accurate-forecasts-with-superior-metrics?utm_medium=ll_share_link&amp;utm_source=instructor</span></a></p><p><a href="https://sigmoid.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://sigmoid.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataScience</span></a> <a href="https://sigmoid.social/tags/FreeTraining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FreeTraining</span></a></p>
nextGEMS<p>Day two of <a href="https://fediscience.org/tags/TheFinalCountdown" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TheFinalCountdown</span></a> is slowly winding down. 🌙 <br>Today's session included a lot of <a href="https://fediscience.org/tags/coding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>coding</span></a> and <a href="https://fediscience.org/tags/networking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>networking</span></a> for our participants. They also had the chance to listen to Gabriele Messori, who shared his insights into Data-driven forecasts of extreme events and impact <a href="https://fediscience.org/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> with a focus on extreme heat events and their impacts on mortality rates across Germany.🔥 </p><p>Tomorrow, the groups will present their first interim results. Stay tuned!</p><p><a href="https://fediscience.org/tags/hackathon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>hackathon</span></a> <a href="https://fediscience.org/tags/cinea_EU" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cinea_EU</span></a> <a href="https://fediscience.org/tags/H2020" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>H2020</span></a> <a href="https://fediscience.org/tags/nextGEMS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>nextGEMS</span></a></p>
Lucas C. Wheeler<p>Looking at point forecasts for my area on NWS in the browser this morning and I noticed that the map feature has changed. It now lacks topographical details that were there within the last few days. I am concerned this is a portent of additional changes caused by the DOGE attacks on NWS. Anyone know anything about this? <a href="https://ecoevo.social/tags/uspol" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>uspol</span></a> <a href="https://ecoevo.social/tags/weather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>weather</span></a> <a href="https://ecoevo.social/tags/nws" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>nws</span></a> <a href="https://ecoevo.social/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> <a href="https://ecoevo.social/tags/doge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>doge</span></a> <a href="https://ecoevo.social/tags/AbolishDOGE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AbolishDOGE</span></a></p>
Tomasz Woźniak<p>Having correctly predicted the last cut, my forecasting system has settled on an uncontroversial HOLD 🛑 prediction for the RBA’s April meeting. Regarding the interest rate’s values for the next year’s horizon, one needs to consider the world’s political uncertainty and its impact on inflation and economic activity in Australia. Providing the mid-term cash rate trajectory will not be possible before another two or three rate cuts. 📉 </p><p>🌐 <a href="https://forecasting-cash-rate.github.io/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">forecasting-cash-rate.github.i</span><span class="invisible">o/</span></a></p><p><a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/cashrate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>cashrate</span></a> <a href="https://fosstodon.org/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a></p>
Valeriy M., PhD, MBA, CQF<p>And the answer is still a resounding no.</p><p><a href="https://sigmoid.social/tags/timeseries" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>timeseries</span></a> <a href="https://sigmoid.social/tags/forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>forecasting</span></a> <a href="https://sigmoid.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>llm</span></a></p>
Winbuzzer<p>New Weather AI Promises Faster, Low-Cost Forecasting Without Supercomputers</p><p><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/WeatherTech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WeatherTech</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/AardvarkWeather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AardvarkWeather</span></a> <a href="https://mastodon.social/tags/ClimateScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ClimateScience</span></a> <a href="https://mastodon.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a> <a href="https://mastodon.social/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DeepLearning</span></a> <a href="https://mastodon.social/tags/MicrosoftResearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MicrosoftResearch</span></a> <a href="https://mastodon.social/tags/ECMWF" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ECMWF</span></a> <a href="https://mastodon.social/tags/AIWeather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIWeather</span></a> <a href="https://mastodon.social/tags/Meteorology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Meteorology</span></a> <a href="https://mastodon.social/tags/WeatherAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WeatherAI</span></a></p><p><a href="https://winbuzzer.com/2025/03/20/new-weather-ai-promises-faster-low-cost-forecasting-without-supercomputers-xcxwbn/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">winbuzzer.com/2025/03/20/new-w</span><span class="invisible">eather-ai-promises-faster-low-cost-forecasting-without-supercomputers-xcxwbn/</span></a></p>
RaymondPierreL3<p><span class="h-card" translate="no"><a href="https://zirk.us/@ChrisMayLA6" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>ChrisMayLA6</span></a></span> <br><a href="https://aus.social/tags/Forecasting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Forecasting</span></a> (economics) is fraught with inaccuracies (as they must be in an irrational world) and yet, it is a vital task in setting <a href="https://aus.social/tags/budgets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>budgets</span></a>, an ungrateful task. The problem lies not with the frail forecasts but with the decisions based on over optimistic outcomes and a desire to achieve, politically speaking, what few other govt have. </p><p>I relate it to <a href="https://aus.social/tags/project" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>project</span></a> management planning phases with spend lines and timings - very few (if any at all depending on the sector concerned) live up to their painstakingly put together Gantt charts. </p><p>And therein lies the lessons that govts seem clueless about.</p>