Harnessing the Power of Analytics

Chapter 1. Introduction to Analytics and Data Science.- Chapter 2. Data Types Structure & Data Preparation Process.- Chapter 3. Data Exploration and Data Visualization. Chapter 4. Evaluating Predictive Performance.- Chapter 5. Decision Trees & Ensemble.- Chapter 6. Regression Models.- Chapter 7. Neural Networks.- Chapter 8. Model Deployment.

Dr. Leila Halawi is a tenured associate professor in the Graduate studies department of the College of Aeronautics, Worldwide Campus. She is the program chair for the Master of Aviation sustainability and associate program chair for the master of I.T. Entrepreneurship. Previously, Dr. Halawi served as the MIS Discipline Chair, Chair of the Research Committee for the Senate, and the Director of Research for the College of Business. She developed many of the courses within the MMIS program. She holds a Certification from Sloan C Consortium in Online Teaching and a certificate from Quality Matters on Applying the Q.M. Rubrics (APPQMR). She is an advisory board member and a reviewer for the Enterprise Architecture Body of Knowledge (EABOK), Mitre Corporation. She is a Reviewer for the Journal of Computer Information Systems (JCIS) and the International Association for computer information systems (IACIS). She is also a program committee member and reviewer for the European Conference on Social Media (ECSM), the European Conference on Knowledge Management (ECKM) and the International Conference on Intellectual Capital and Knowledge Management (ICIKM), the Federated Conference on computer science and information systems (FEDCSIS). She is also part of the I.T. editorial board of the multimedia educational resource for learning and online teaching (MERLOT). She received the SAS 2020 Emerging Educator Award Recipient. Her current book that she co-authored, "Applying Predictive Analytics Finding Value in Data," was published by Springer in June 2019. Her research has been published in the Journal of Computer Information Systems (JCIS), the Learning Organization Journal, the Journal of Business Education, the Electronic Journal of Knowledge Management (EJKM), the Academy of Information and Management Sciences Journal (AIMSJ), Journal of International Technology and Information Management, Journal of Education for Business, Academy of Healthcare Management Journal (AHCMJ) among