Finished a customer segmentation project using unsupervised ML. 5L e-commerce transactions segmented with RFM KMeans to identify loyal, occasional & at-risk customers. github.com/BuRhAn5352/Custom… #DataScience #MachineLearning #BuildInPublic #UnsupervisedML #Github

SVM Explained with Examples Support Vector Machines find the best hyperplane to separate classes and maximize margin between closest points (support vectors). Great for classification! #AI #MachineLearning #MLAlgorithms How it works: Linear SVM for separable data; kernel trick (e.g., RBF) for non-linear. Equation: w·x b = 0. In scikit-learn: from sklearn.svm import SVC; svc.fit(X, y). #AITools #DataScience Examples: Iris flower classification (linear); XOR problem (kernel SVM). Handles high dimensions well, but scales poorly with large data. use for small/medium sets. #UnsupervisedML Pros: Effective in high-D space, memory efficient. Cons: Sensitive to noise, param tuning (C, gamma). Tune with GridSearchCV. #MLTips MNIST digits or spam detection. SVM success story? Reply examples or questions. let's demystify! #ArtificialIntelligence

Tips on K-Means clustering Group unlabeled data into K clusters based on similarity! E.g., segment customers by purchase behavior without predefined labels, centroids shift to minimize distances. #AI #MachineLearning #UnsupervisedML Pro tip: Use scikit-learn; from sklearn.cluster import KMeans; kmeans.fit(X). Choose K with elbow method (plot inertia vs. K). Handles numeric data well, but sensitive to outliers preprocess! #MLTools #DataClustering Why use it? Discovers hidden patterns fast. Tried K-Means on Iris dataset? Reply with results or tips. share your unsupervised wins! #ArtificialIntelligence

Let's learn together! 🚀✨ #LearningCommunity #OpenSource #DataScience #CodingJourney #TechEducation #UnsupervisedML #MachineLearning

📣 Last Chance! Join us for an exciting course on #SupervisedML, #UnsupervisedML, and #TextAnalysis! 🤖 @damian0604 and @annekroon will guide you through the world of #NLP and classical #ML methods for computer-aided content analysis. Register Now! ➡️ bit.ly/IntroTextAnalysis

New paper alert! We used #NLP and #UnsupervisedML to mine atrial fibrillation symptoms from clinical notes and cluster them into distinguishable phenotypes. Read more here -> openheart.bmj.com/content/10… @Open_HeartBMJ @ColumbiaNursing

Day 6 of #DataScience28. Today’s subject: A Very Brief Intro to Machine Learning Algorithms (Supervised and Unsupervised), a #thread 🧵👇👇👇 #DataScience, #MachineLearning, #66DaysOfData, #SupervisedML #UnsupervisedML

Cameras have been deployed in factories for over a decade — so why hasn’t automated visual inspection yet become the worldwide standard? 🧐 Read the full article ⬇️ @NVIDIAAI @f_tschimben #visionAI #computervision #unsupervisedML

Our papers, (1) discussing #FL in second primary cancer prediction, and (2) #unsupervisedML for autoimmune diseases re-classification, are accepted in @IEEEembs BHI 2022 #BHI2022 Great work! Jui-Fu and Chia-Wei 🎊

Day 12 of #100DaysOfCode - continued with the #eda of the movie recommendation algorithm @furukama @data_nerd @fhuszar @hmason @jeremywaite @josh_wills @KirkDBorne @BigDataGal #DataScience #unsupervisedml #Analytics #BigData #Python #ML #MachineLearning #predictiveanalytics

Congratulations on the first application of TDA in migraine patients! This work is a big step forward for precision phenotyping in this highly heterogeneous patient population. #TDA #AI #UnsupervisedML

🏆 We won the @Cowen_inc award for the best startup company at #Automate2022, the biggest automation show in the United States. 🇺🇸 Let's continue to build & deliver value. 💪 #computervision #unsupervisedML #ML

We are ready for @AutomateShow in Detroit next week! 🙌 Are you? Excited to present our A.I. based visual inspection software solution on #stage as a #finalist of the Cowen Startup Challenge on June 7th. #unsupervisedML automateshow.com/press-relea…

Join us for Session 5 of our Machine Learning Study Group series on Wed., Mar. 16th at 11AM EDT! Register us02web.zoom.us/webinar/regi… #wwcode #womenwhocode #womenintech #machinelearning #ml #python #datascience #wwcodepython #unsupervisedml #evaluationmetrics

In #ExaMode we work on training Cancer Diagnostics Models for Histopathology without Human Intervention. Check out our last blog post about the current state of the art: examode.eu/training-cancer-d… #cancer #training #unsupervisedML #NLP

We’re all excited for Katie’s walkthrough of #unsupervisedML this afternoon at 4:30pm ET. Tune in to learn how what we’re building is different from the norm.

With the #technologicaldevelopment, machines are getting more advanced. The #unsupervisedML is the ability for a #machine to tackle any issue or record any #information. #ONPASSIVE #ONPASSIVEAI #MachineLearningQuotes #MLTechnology #DigitalTransformation #SpeechRecognition

With the #technologicaldevelopment, machines are getting more advanced. The #unsupervisedML is the ability for a #machine to tackle any issue or record any #information. #ONPASSIVE #ONPASSIVEAI #MachineLearningQuotes #MLTechnology #DigitalTransformation #SpeechRecognition

Microsoft's cutting-edge machine-learning tool moves from the lab to the mainstream tek.io/3pFc9ej by @marypcbuk via @techrepublic #AI #ML #UnsupervisedML #ReinforcementLearning #AzureML @JohnCLangford cc @Nicochan33 @tlloydjones @gerald_bader @RLDI_Lamy @Analytics_699

Next Week: #TDWIVirtualSeminar on #PredictiveAnalytics (Sept. 21-23). You will learn What Works, What Doesn’t and Why, #UnsupervisedMachineLearning, and #SupervisedMachineLearning. Save 30% with code Twitter30. bit.ly/30RL1xN #ML, #UnsupervisedML, #SupervisedML