Power BI Module Courses TopicPower BI covering basic to advanced topics requires a comprehensive approach. Below is an outline of the course content structured into various modules: Module 1: Introduction to Power BI Overview of Power BI Introduction to Business Intelligence (...Apr 3, 2024·3 min read
Data miningData mining is one of the most useful techniques that help entrepreneurs, researchers, and individuals to extract valuable information from huge sets of data. Data mining is also called Knowledge Discovery in Database (KDD). The knowledge discovery p...Dec 13, 2022·4 min read
Principal Component AnalysisPrincipal Component Analysis Principal Component Analysis is an unsupervised learning algorithm that is used for dimensionality reduction in machine learning. It is a statistical process that converts the observations of correlated features into a se...Dec 12, 2022·4 min read
Why is machine learning so important?Machine learning Machine Learning is important because today's leading companies, such as Facebook, Google, and Uber, make machine learning a central part of their operations. Machine learning has become a significant competitive differentiator for m...Nov 22, 2022·2 min read
Regular Expressions in Natural Language ProcessingRegular Expressions is very popular among programmers and can be applied in many programming languages like Java, JS, php, C++, etc.Nov 19, 2022·1 min read
Bayes' Theorem:Bayes' Theorem: Let A and B be two events such that P(B) > 0. Then we can recall that the conditional probability of A given B is: or Hence, if we are given that event B occurred, the relevant sample space is reduced to B {P(B)=1 because we know B is...Nov 17, 2022·3 min read
Sentiment AnalysisSentiment Analysis Sentiment analysis is a natural language processing (NLP) technique used to determine whether data is positive, negative or neutral. Sentiment analysis is often performed on textual data to help businesses monitor brand and produc...Nov 17, 2022·2 min read
