IBM Watson Projects

Incorporate intelligence to your data-driven business insights and high accuracy business solutionsKey FeaturesExplore IBM Watson capabilities such as Natural Language Processing (NLP) and machine learningBuild projects to adopt IBM Watson across retail banking and healthcareLearn forecasting anomaly detection and pattern recognition with ML techniquesBook DescriptionIBM Watson provides fast intelligent insight in ways that the human brain simply cant match. Through eight varied projects this book will help you explore the computing and analytical capabilities of IBM Watson.The book begins by refreshing your knowledge of IBM Watsons basic data preparation capabilities such as adding and exploring data to prepare it for being applied to models. The projects covered in this book can be developed for different industries including banking healthcare media and security. These projects will enable you to develop an AI mindset and guide you in developing smart data-driven projects including automating supply chains analyzing sentiment in social media datasets and developing personalized recommendations.By the end of this book youll have learned how to develop solutions for process automation and youll be able to make better data-driven decisions to deliver an excellent customer experience.What you will learnBuild a smart dialog system with cognitive assistance solutionsDesign a text categorization model and perform sentiment analysis on social media datasetsDevelop a pattern recognition application and identify data irregularities smartlyAnalyze trip logs from a driving services company to determine profitProvide insights into an organizations supply chain data and processesCreate personalized recommendations for retail chains and outletsTest forecasting effectiveness for better sales prediction strategiesWho this book is forThis book is for data scientists AI engineers NLP engineers machine learning engineers and data analysts who wish to build next-generation analytics applications. Basic familiarity with cognitive computing and sound knowledge of any programming language is all you need to understand the projects covered in this book.