Preface xvii -- Part 1: Natural Language Processing (NLP) Applications 1 -- 1 A Comprehensive Analysis of Various Tokenization Techniques and Sequence-to-Sequence Model in Natural Language Processing 3 Kuldeep Vayadande, Ashutosh M. Kulkarni, Gitanjali Bhimrao Yadav, R. Kumar and Aparna R. Sawant -- 2 A Review on Text Analysis Using NLP 13 Kuldeep Vayadande, Preeti A. Bailke, Lokesh Sheshrao Khedekar, R. Kumar and Varsha R. Dange -- 3 Text Generation & Classification in NLP: A Review 25 Kuldeep Vayadande, Dattatray Raghunath Kale, Jagannath Nalavade, R. Kumar and Hanmant D. Magar -- 4 Book Genre Prediction Using NLP: A Review 37 Kuldeep Vayadande, Preeti Bailke, Ashutosh M. Kulkarni, R. Kumar and Ajit B. Patil -- 5 Mood Detection Using Tokenization: A Review 47 Kuldeep Vayadande, Preeti A. Bailke, Lokesh Sheshrao Khedekar, R. Kumar and Varsha R. Dange -- 6 Converting Pseudo Code to Code: A Review 57 Kuldeep Vayadande, Preeti A. Bailke, Anita Bapu Dombale, Varsha R. Dange and Ashutosh M. Kulkarni -- Part 2: Machine Learning Applications in Specific Domains 69 -- 7 Evaluating the Readability of English Language Using Machine Learning Models 71 Shiplu Das, Abhishikta Bhattacharjee, Gargi Chakraborty and Debarun Joardar -- 8 Machine Learning in Maximizing Cotton Yield with Special Reference to Fertilizer Selection 89 G. Hannah Grace and Nivetha Martin -- 9 Machine Learning Approaches to Catalysis 101 Sachidananda Nayak and Selvakumar Karuthapandi -- 10 Classification of Livestock Diseases Using Machine Learning Algorithms 127 G. Hannah Grace, Nivetha Martin, I. Pradeepa and N. Angel -- 11 Image Enhancement Techniques to Modify an Image with Machine Learning Application 139 Shiplu Das, Sohini Sen, Debarun Joardar and Gargi Chakraborty -- 12 Software Engineering in Machine Learning Applications: A Comprehensive Study 159 Kuldeep Vayadande, Komal Sunil Munde, Amol A. Bhosle, Aparna R. Sawant and Ashutosh M. Kulkarni -- 13 Machine Learning Applications in Battery Management System 173 Ponnaganti Chandana and Ameet Chavan -- 14 ML Applications in Healthcare 201 Farooq Shaik, Rajesh Yelchurri, Noman Aasif Gudur and Jatindra Kumar Dash -- 15 Enhancing Resource Management in Precision Farming through AI-Based Irrigation Optimization 221 Salina Adinarayana, Matha Govinda Raju, Durga Prasad Srirangam, Devee Siva Prasad, Munaganuri Ravi Kumar and Sai babu veesam -- 16 An In-Depth Review on Machine Learning Infusion in an Agricultural Production System 253 Sarthak Dash, Sugyanta Priyadarshini and Sukanya Priyadarshini -- Part 3: Artificial Intelligence and Optimization Techniques 271 -- 17 Reinforcement Learning Approach in Supply Chain Management: A Review 273 Rajkanwar Singh, Pratik Mandal and Sukanta Nayak -- 18 Alternate Approach to Solve Differential Equations Using Artificial Neural Network with Optimization Technique 303 Ramanan R., Sukanta Nayak and Arun Kumar Gupta -- 19 GPT-3- and DALL-E-Powered Applications: A Complete Survey 329 Kuldeep Vayadande, Chaitanya B. Pednekar, Priya Anup Khune, Vinay Sudhir Prabhavalkar and Varsha R. Dange -- 20 New Variation of Exam Scheduling Problem Using Graph Coloring 343 Angshu Kumar Sinha, Soumyadip Laha, Debarghya Adhikari, Anjan Koner and Neha Deora -- Part 4: Emerging Topics in Machine Learning 353 -- 21 A Comparative Study of Different Techniques of Text-to-SQL Query Converter 355 Kuldeep Vayadande, Preeti A. Bailke, Vikas Janu Nandeshwar, R. Kumar and Varsha R. Dange -- 22 Trust-Based Leader Election in Flying Ad-Hoc Network 367 Joydeep Kundu, Sahabul Alam and Sukanta Oraw -- 23 A Survey on Domain of Application of Recommender System 375 Sudipto Dhar -- 24 New Approach on M/M/c/K Queueing Models via Single Valued Linguistic Neutrosophic Numbers and Perceptionization Using a Non-Linear Programming Technique 383 Antony Crispin Sweety C. and Vennila B. -- 25 The Rise of AI-Generated News Videos: A Detailed Review 423 Kuldeep Vayadande, Mustansir Bohri, Mohit Chawala, Ashutosh M. Kulkarni and Asif Mursal -- References 449 -- Index 453.