Here's an animated guide to intuitively understand how KMeans works.

Top 5️⃣ Clustering Techniques
morioh.com/p/f87571c646cb

#kmeans #algorithm #python #programming #developer #morioh #programmer #softwaredeveloper #computerscience #webdev #webdev eloper #webdev elopment #python programming #python quiz #ai #ml #machinelearning #datascience

Build a K-Means Clustering Algorithm from Scratch in Python
#kmeans #python #machinelearning morioh.com/p/f87571c646cb

Must learn machine learning algorithms for data science

1. Linear regression
2. Logistics regression
3. Decision trees
4. K nearest neighbors
5. SVM
6. Kmeans
7. PCA
8. Random Forests
9. Gradient-boosted trees
10. XGBoost

Implement k-Means #clustering #algorithm in a #distributed environment using Intel® oneAPI Data Analytics Library (oneDAL), a part of the Intel® AI Analytics Toolkit (AI Kit).
community.intel.com/t5/Blogs/Tech-…

#oneAPI #oneDAL #kmeans #MachineLearning #DataAnalytics #DataScience #Python

got ARManda to paint! 🎨 pixelate an image to brush size -> select colors w kmeans -> generate brushstrokes -> convert to robot commands -> paint 🖌️ dm me if you want a robot art commission 👨‍🎨

with my cracked friend Hanna Yip (welcome to twitter!)

ML Day 47:
- KMeans Clustering Algorithm
- Geometric Intuition
- Elbow method
- WCSS
- Implemented whole algo from scratch
📈 105/126
#MachineLearning #100DaysOfCode

Tried to convert a previous project of mine from its jupyter notebook to a web app using Streamlit.
This project implements Scipy, Pandas, Matplotlib, Sklearn and KMeans
There are some constraints to this, the web app only allows an image upload of less than 1mb

Loss functions play a pivotal role in the realm of machine learning, as they are essential components.

#lossfunctions #ML #algorithms
#linearregression #randomforest #decisiontree #neuralnetworks #knn #kmeans #naivebayes #logisticregression #xgboost #dataanalytics #datascience

مقارنة بين خوارزميتين للتجميع: خوارزمية KMeans وخوارزمية Gaussian Mixture Model. خوارزمية KMeans بسيطة ومفيدة لكن عيبها ان لها قيود كثيرة مثلاً أنها ما تحسب تغاير التجمعات ، طيب وش نقصد بتغاير التجمعات 🧐تغاير التجمعات بأختصار، أو الاختلاف في تباين التجمعات (Cluster Covariance)،

i just implemented the kmeans clustering algorithm and applied it to the diabetes dataset wow (k=3, PCA used to reduce dimensionality of dataset to 2)

¿Va a seguir subiendo la bolsa?

No lo sabe nadie pero según KMeans, mientras la tendencia no cambie de color...

A periodic reminder that all #AI stands on the two pillars of
— Kmeans
— if-then-else

Financial ML is not all about price prediction

IMO, there is power in:
• Clustering to find like assets (using KMeans)
• Clustering to find similar trades

Also - optimisation methods for strategy tuning :
• Genetic algos
• Bayesian opt
• Particle swarm optimisation

K Means Clustering Algorithm Example in Python
#kmeans #python
morioh.com/a/01846a51099b…

Principal Component Analysis (PCA) reduces the dimensionality of your data, enhancing the efficiency and accuracy of K-means clustering by focusing on the most informative features.

More info in my upcoming course: buff.ly/3Itd7Fr

#PCA #KMeans #DataAnalysis #rstats

#CLIP #AI #model #embedding exploration ( #kmeans #tSNE ).

Ah, it just saw #toughcocaine because that's associated with #snowballs , I see. 🙃🤣

And ranted in #German #bias as it saw a German train image. #bundesliga #much !🤠

#AI art #XAI #artificialintelligence #AI weirdness

how to find the dominant colors in this image using python, scipy, ml and kmeans