Fundamentals and Methods of Machine and Deep Learning

10Predictive Analysis of Online Television Videos Using Machine Learning Algorithms

Rebecca Jeyavadhanam B.¹, Ramalingam V.V.²*, Sugumaran V.³ and Rajkumar D.⁴

¹Department of Computer Applications, Faculty of Science and Humanities, SRMIST, Kattankulathur, India

²Department of Computer Science and Engineering, College of Engineering and Technology, SRMIST, Kattankulathur, India

³SMBS, VIT Chennai Campus, Chennai, India

⁴Department of BCA, Faculty of Science and Humanities, SRMIST, Ramapuram, India

Abstract

In recent years, intelligent machine systems promote different disciplines and facilitate reasonable solutions in various domains. Machine learning offers higher-level services for organizations to build customized solutions. Machine learning algorithms are widely integrated with image, video analytics, and evolving technologies such as augmented and virtual reality. The advanced machine learning approach plays an essential key role in handling the huge volume of time-dependent data and modeling automatic detection systems. The data grows exponentially with varying sizes, formats, and complexity. Machine learning algorithms are developed to extract meaningful information from huge and complex datasets. Machine learning algorithms or models improve their efficiency by the training process. This chapter commences with machine learning fundamentals and focuses on the most prominent machine learning process of data collection, feature extraction, feature selection, and building ...