Definition of JSP: JSP (JavaServer Pages) is a server-side technology used to create dynamic, platform-independent web content. It allows embedding Java code directly into HTML pages using special JSP tags.…
10.a] Determine characteristics, applications, and challenges of Reinforcement Learning. Answer: Characteristics of Reinforcement Learning: Applications of Reinforcement Learning: There are many applications Of RL Some Of the application domains where…
9.b) Apply K-Means Clustering Algorithm for the given data with initial seeds as objects 2 and 5: Object X-Coordinate Y-Coordinate 1 2 4 2 4 6 3 6 8 4…
9.a) Analyze Grid-based approach and mention the steps of CLIQUE. Answer: Grid-based approach: Grid-based approach is a space-based approach. It partitions space into cells, the given data is fitted on…
Descriptive statistics is a branch of statistics that summarizes and describes the main features of a dataset. EDA = Descriptive Statistics + Data Visualization Dataset and Data Types A dataset…
1. Data Collection: Data collection is the first step in the data analytics process. It involves gathering high-quality, relevant datasets. Good data is essential for accurate machine learning and analytics.…
Big Data Analytics is the process of examining large and varied datasets (big data) to uncover hidden patterns, unknown correlations, market trends, customer preferences, and other useful information that can…
Machine Learning (ML) is now used widely in day-to-day life across various fields such as entertainment, healthcare, e-commerce, and navigation. These applications help in automating tasks, improving user experience, and…
The Machine Learning Process refers to the structured approach used to apply machine learning to real-world problems. One of the most widely accepted process models for this is the CRISP-DM…
Machine Learning (ML) has gained widespread adoption due to its ability to learn from data and perform intelligent tasks. However, the development and deployment of ML systems come with several…
