Jagandeep SinghTypes of Probability DistributionsWhat is a Probability Distribution?·4 min read·Apr 3, 2021----
Jagandeep SinghPrincipal Component AnalysisPrincipal Component Analysis, or PCA, is a dimensionality-reduction method that is often used to reduce the dimensionality of large data…·2 min read·Mar 25, 2021----
Jagandeep SinghNaive Bayes ClassifierNaive Bayes Classifier is a classification algorithm that uses the Bayes theorem for classification. It gives very good results when it…·3 min read·Mar 19, 2021----
Jagandeep SinghExtra(Extremely Randomized) TreesExtremely Randomized Trees, or Extra Trees for short, is an ensemble machine learning algorithm based on decision trees. The Extra Trees…·2 min read·Mar 13, 2021----
Jagandeep SinghSemi-Supervised LearningIn order to understand semi-supervised learning, we should understand supervised and unsupervised learning first.·3 min read·Mar 6, 2021----
Jagandeep SinghApache SparkApache Spark is an open-source parallel processing framework for storing and processing Big Data across clustered computers. Spark can be…·4 min read·Feb 20, 2021----
Jagandeep SinghUnderstanding Neural NetworksNeural Networks is one of the most powerful and widely used algorithms in machine learning. A neural network works similarly to the human…·3 min read·Feb 13, 2021----
Jagandeep SinghMapReduceMapReduce is a programming model that allows you to process your data across an entire cluster. It provides access to high-level…·2 min read·Jan 28, 2021----