unsupervised learning – Machine Learning Geek

tSNE stands for t-distributed Stochastic Neighbor Embedding. It is a dimensionality reduction technique and is extremely useful for visualizing datasets

Machine Learning Python

Pallavi Pandey October 27, 2020October 25, 2020 0 Comments dimensionality reduction, pca, python, scikit-learn, unsupervised learning

Dimensionality Reduction using PCA

Dimensionality refers to the number of input variables (or features) of the dataset. Data with a large number of features

Machine Learning Python

Pallavi Pandey October 26, 2020October 25, 2020 0 Comments clustering, evaluate clustering, python, scikit-learn, unsupervised learning

Evaluating Clustering Methods

Predicting optimal clusters is of utmost importance in Cluster Analysis. For a given data, we need to evaluate which Clustering

Machine Learning Python

Pallavi Pandey October 25, 2020October 25, 2020 0 Comments clustering, python, scikit-learn, spectral clustering, unsupervised learning

Spectral Clustering

Spectral Clustering is gaining a lot of popularity in recent times, owing to its simple implementation and the fact that

Machine Learning Python

Pallavi Pandey October 23, 2020October 23, 2020 0 Comments clustering, k-means, python, scikit-learn, unsupervised learning

K-Means Clustering

k-Means Clustering is the Partitioning-based clustering method and is the most popular and widely used method of Cluster Analysis. The

Machine Learning Python

Pallavi Pandey October 21, 2020October 20, 2020 0 Comments agglomerative, clustering, Hierarchical, python, scikit-learn, unsupervised learning

Agglomerative Clustering

There are various different methods of Cluster Analysis, of which the Hierarchical Method is one of the most commonly used.

Machine Learning

Pallavi Pandey October 20, 2020October 19, 2020 0 Comments clsutering, cluster analysis, data science, Machine learning, unsupervised learning

Introduction to Cluster Analysis

Classification of objects or cases into groups is one of the most significant concepts in Data Science and Machine Learning.

Interview

Avinash Navlani October 8, 2020October 8, 2020 0 Comments data science interview questions, Data science job, data scientist, interview, unsupervised learning

Data Science Interview Questions Part-4 (Unsupervised Learning)

Top-20 frequently asked data science interview questions and answers on Unsupervised Learning for fresher and experienced Data Scientist, Data analyst,