🎉 Behold! The future of time series forecasting: Graph Transformers 🕵️‍♂️✨ Because why use simple methods when you can complicate everything with graph structures and machine learning sorcery? 🙄🔮
https://kumo.ai/research/time-series-forecasting/ #GraphTransformers #TimeSeriesForecasting #MachineLearning #Innovation #TechTrends #DataScience #HackerNews #ngated

Time Series Forecasting with Graph Transformers

https://kumo.ai/research/time-series-forecasting/

#HackerNews #TimeSeriesForecasting #GraphTransformers #AIResearch #MachineLearning #DataScience

Quantifying Cryptocurrencies Unpredictability: A Comprehensive Study of ... https://youtu.be/VuC5NWcTR9I?feature=shared via @YouTube #btc #bnb #eth #ltc #xrp #machinelearning #timeseriesforecasting #deeplearning #cryptocurrencies #naivemodels

https://www.youtube.com/watch?v=VuC5NWcTR9I&utm_source=flipboard&utm_medium=activitypub

Posted into Blockchainology @blockchainology-OluOyekanmi

Master Advanced Analytics with SAS Viya | CoListy
Learn advanced analytics, machine learning, and AI with SAS Viya. Optimize models, forecasting, and more. | CoListy
#freeonlinelearning #colisty #courselist #sasviya #advancedanalytics #predictivemodeling #machinelearning #timeseriesforecasting #optimization #aialgorithms #generativeai #imagedata #textdata #streamingdata #modelops #trustworthyai

https://colisty.netlify.app/courses/sas-analytics_-getting-started/

Why (and how) you should create a baseline model before you train your final model #TimeSeriesForecasting #DataScience #Python 📈📚 https://towardsdatascience.com/baseline-models-in-time-series-c76d44a826b3

#Python #TimeSeriesForecasting
#MachineLearning #AI #DataScience #PredictiveAnalytics
We compare performance of TSA models: the 3 best performing models are Prophet, SARIMAX, and Holt-Winters.
#Sales #SalesStrategy #SalesTips #SalesProductivity

http://newdigitals.org/2023/12/12/evaluation-of-ml-sales-forecasting-tslearn-random-walk-holt-winters-sarimax-garch-prophet-and-lstm/

Anomaly detection for time series data: Advanced techniques & model applications!

In this 3rd blog post in the series, our colleague Fred Navruzov highlights the conceptual frameworks and methodologies (like time series forecasting, statistical proximity and more), their strengths, weaknesses and applicability based on the nature of the available data.

Read the post here: https://victoriametrics.com/blog/victoriametrics-anomaly-detection-handbook-chapter-3/

#anomalydetection #timeseries #timeseriesforecasting #timeseriesanalysis #statistics