Big Data Analytics Framework with ML Prediction

By J Lakshmi

The proposed framework presents a comprehensive model for big data analytics; leveraging powerful machine learning techniques to predict outcomes on diverse datasets. In the era of exponential data growth; harnessing the potential of big data is crucial for gaining valuable insights and making informed decisions. This framework aims to address the challenges of handling massive datasets and extracting meaningful patterns from them.

At its core; the framework combines various machine learning algorithms and data processing methodologies to efficiently analyze and interpret complex data structures. The incorporation of machine learning enables the system to learn from historical data patterns and make accurate predictions on new datasets. From classification and regression to clustering and anomaly detection; the model offers a wide range of predictive capabilities.

The framework caters to diverse domains; such as finance; healthcare; marketing; and more; where predictive analytics play a pivotal role in enhancing operational efficiency and strategic planning. By enabling businesses and researchers to leverage big data effectively; the model aims to foster data-driven decision-making and unlock transformative opportunities in various industries.

The proposed framework contributes to the evolution of big data analytics; empowering organizations to extract actionable insights from vast data repositories and optimize processes for improved outcomes and competitiveness in today's data-driven landscape.

• Format: Paperback
• Language: English
• ISBN: 3564555846
• ISBN13: 9783564555841
• Release Date: July 2023
• Publisher: Haji Publisher
• Length: 94 Pages
• Weight: 0.30 lbs.
• Dimensions: 0.2" x 6.0" x 9.0"