Book description
See all the things coding can accomplishThe demand for people with coding know-how exceeds the number of people who understand the languages that power technology. Coding All-in-One For Dummies gives you an ideal place to start when you're ready to add this valuable asset to your professional repertoire. Whether you need to learn how coding works to build a web page or an application or see how coding drives the data revolution, this resource introduces the languages and processes you'll need to know.
Peek inside to quickly learn the basics of simple web languages, then move on to start thinking like a professional coder and using languages that power big applications. Take a look inside for the steps to get started with updating a website, creating the next great mobile app, or exploring the world of data science. Whether you're looking for a complete beginner's guide or a trusted resource for when you encounter problems with coding, there's something for you!
- Create code for the web
- Get the tools to create a mobile app
- Discover languages that power data science
- See the future of coding with machine learning tools
With the demand for skilled coders at an all-time high, Coding All-in-One For Dummies is here to propel coding newbies to the ranks of professional programmers.
Table of contents
-
- Cover
- Introduction
- Book 1: Getting Started with Coding
- Book 2: Career Building with Coding
- Book 3: Basic Web Coding
- Book 4: Advanced Web Coding
- Book 5: Creating Web Applications
- Book 6: Selecting Data Analysis Tools
- Book 7: Evaluating Data
-
Book 8: Essentials of Machine Learning
- Chapter 1: Introducing How Machines Learn
- Chapter 2: Demystifying the Math behind Machine Learning
- Chapter 3: Descending the Right Curve
-
Chapter 4: Validating Machine Learning
- Checking Out-of-Sample Errors
- Getting to Know the Limits of Bias
- Keeping Model Complexity in Mind
- Keeping Solutions Balanced
- Training, Validating, and Testing
- Resorting to Cross-Validation
- Looking for Alternatives in Validation
- Optimizing Cross-Validation Choices
- Avoiding Sample Bias and Leakage Traps
- Book 9: Applying Machine Learning
- About the Authors
- Advertisement Page
- Connect with Dummies
- End User License Agreement
Product information
- Title: Coding All-in-One For Dummies
- Author(s):
- Release date: May 2017
- Publisher(s): For Dummies
- ISBN: 9781119363026
You might also like
book
Coding For Dummies
Coding For Dummies, (9781119293323) was previously published as Coding For Dummies, (9781118951309). While this version features …
book
Web Coding & Development All-in-One For Dummies
Speak the languages that power the web With more high-paying web development jobs opening every day, …
book
Algorithms For Dummies
Discover how algorithms shape and impact our digital world All data, big or small, starts with …
book
Sams Teach Yourself Beginning Programming in 24 Hours, 4th Edition
explains the basics of programming in the successful 24 Hours format. The book's examples are easily …