Claim your complimentary eBook, worth $35.99 for free today, before this offer expires tomorrow.
Professionals face several challenges in effectively leveraging data in today"s data-driven world.
One of the main challenges is the low quality of data products, often caused by inaccurate, incomplete, or inconsistent data. Another significant challenge is the lack of skills among data professionals to analyze unstructured data, leading to valuable insights being missed that are difficult or impossible to obtain from structured data alone.
To help you tackle these challenges, this book will take you on a journey through the upstream data pipeline, which includes the ingestion of data from various sources, the validation and profiling of data for high-quality end tables, and writing data to different sinks.
You’ll focus on structured data by performing essential tasks, such as cleaning and encoding datasets and handling missing values and outliers, before learning how to manipulate unstructured data with simple techniques. You’ll also be introduced to a variety of natural language processing techniques, from tokenization to vector models, as well as techniques to structure images, videos, and audio.
By the end of this book, you’ll be proficient in data cleaning and preparation techniques for both structured and unstructured data.
How to get it
Please ensure you read the terms and conditions to claim this offer. Complete and verifiable information is required in order to receive this free offer. If you have previously made use of these free offers, you will not need to re-register. While supplies last!
Python Data Cleaning and Preparation Best Practices (worth $35.99) - free eBook
Offered by Packt, view other free resources | Offer expires Dec 18
The below offers are also available for free in exchange for your (work) email:
-
How Machine Learning is Innovating Today"s World ($180.00) Value FREE - Expires 12/18
-
Python Data Cleaning and Preparation Best Practices ($35.99 Value) FREE – Expires 12/18
-
Aiarty Image Matting for PC & Mac ($75 Value) Free for a Limited Time – Expires 12/22
-
Big Data on Kubernetes ($31.99 Value) FREE – Expires 12/24
-
Windows 11 For Dummies, 2nd Edition ($15 Value) FREE – Expires 12/24
-
Microsoft 365 Excel ($14.99 Value) FREE – Expires 12/25
-
The Data Science Handbook, 2nd Edition ($60 Value) FREE – Expires 12/25
-
Python Notes for Professionals – Featured Free content
-
Learn Linux in 5 Days – Featured Free content
-
Quick Reference Guide for Cybersecurity – Featured Free content
We post these because we earn commission on each lead so as not to rely solely on advertising, which many of our readers block. It all helps toward paying staff reporters, servers and hosting costs.
Other ways to support Neowin
The above not doing it for you, but still want to help? Check out the links below.
- Check out our partner software in the Neowin Store
- Buy a T-shirt at Neowin"s Threadsquad
- Subscribe to Neowin - for $14 a year, or $28 a year for an ad-free experience
Disclosure: An account at Neowin Deals is required to participate in any deals powered by our affiliate, StackCommerce. For a full description of StackCommerce"s privacy guidelines, go here. Neowin benefits from shared revenue of each sale made through our branded deals site.