39031Mastering JavaScript functional programming : write clean, robust, and maintainable web and server code using functional JavaScript : 3rd ed.
This book provides comprehensive coverage of the major topics in functional programming to produce shorter, clearer, and testable programs. You'll begin by getting to grips with writing and testing pure functions, reducing side effects, as well as other key features to make your applications functional in nature. The book specifically explores techniques to simplify coding, apply recursion, perform high-level coding, learn ways to achieve immutability, implement design patterns, and work with data types.
39032Mastering machine learning with python in six steps : a practical implementation guide to predictive data analytics using python : 2nd ed.
You’ll start with the fundamentals of Python 3 programming language, machine learning history, evolution, and the system development frameworks. Key data mining/analysis concepts, such as exploratory analysis, feature dimension reduction, regressions, time series forecasting and their efficient implementation in Scikit-learn are covered as well. You’ll also learn commonly used model diagnostic and tuning techniques. These include optimal probability cutoff point for class creation, variance, bias, bagging, boosting, ensemble voting, grid search, random search, Bayesian optimization, and the noise reduction technique for IoT data.
39033Mastering MongoDB 6.x: Expert techniques to run high-volume and fault-tolerant database solutions using MongoDB 6.x : 3rd ed.
This book covers all the major features of MongoDB including the latest version 6. MongoDB 6.x adds many new features and expands on existing ones such as aggregation, indexing, replication, sharding and MongoDB Atlas tools. Some of the MongoDB Atlas tools that you will master include Atlas dedicated clusters and Serverless, Atlas Search, Charts, Realm Application Services/Sync, Compass, Cloud Manager and Data Lake.
39034Mastering SideKick plus
Chapter 1: Starting out with SideKick plus; Chapter 2: Navigating the SideKick plus environment; Chapter 3: The notepad: Your instant text editor; Chapter four: The file manager: Your ready Disk-Management program; Chapter 5: The time planner: Your time organizer; Chapter 6: Thumbing through the phonebook ...