Explore and master Flask and Django
Pandas Data Analysis with Python Fundamentals LiveLessons provides analysts and aspiring data scientists with a practical introduction to Python and pandas, the analytics stack that enables you to move from spreadsheet programs such as Excel into automation of your data analysis workflows.
Unlock the power of Python with expert-level projects
Production debugging is hard, and it’s getting harder. With architectures becoming more distributed and code more asynchronous, pinpointing and resolving errors in production is no child's game. This session will cover advanced techniques that Java, Scala and Clojure developers can use to debug live servers and resolve critical errors in production quickly.We'll explore five crucial techniques for distributed and reactive logging, and some of the pitfalls that make resolution much more difficult (and even lead to downtime). We'll then dive into more advanced techniques and powerful tools for capturing live state from a production JVM without deploying new code, restarting the application or attaching a debugger.
The best UX designers always design for conversion, that artfully analytical process by which a first time visitor to a site/app enjoys the visit and then becomes happily addicted to the site/app. In this course (part 5 of her five part series), UX strategy maven Jaime Levy guides you on a path toward successful conversion design. She shows you how potent UX strategies uses analytics to optimize UX design; demonstrates the use of the Funnel Matrix Tool and its different stages of customer acquisition; details the benefits of using customer landing page experiments in conversion strategies; and discusses the metrics that prove whether or not a customer is progressing into deeper engagement.
Even though computers can't read, they're very effective at extracting information from natural language text. They can determine the main themes in the text, figure out if the writers of the text have positive or negative feelings about what they've written, decide if two documents are similar, add labels to documents, and more.
Explore the power of Drupal 8 and create efficient and fast Drupal 8 applications from scratch
What happens when people use a smartphone to connect with your website or application? Are they delighted or frustrated? With more than a million touch-screen phones shipping every day, it’s vital that you design your site to appeal to the mobile crowd. This Learning Path will teach you how.
Business users and analysts want quick, practical knowledge. Regarding SQL and database topics, they are more interested in how to use data rather than create it (this means the SELECT statement is highly relevant to them). As they progress they will likely want to know how to create their own databases, but only to a certain extent. The business logic of database design is likely what they are interested in. They may want to understand basic table design principles and a high-level understanding of normalization. But security, administration, data theory, and other DBA/engineering tasks will likely not be relevant to them. Typically when business users prototype a database for their business needs, they might hand it off to a DBA to put in production if it is deemed critical for the business.
Learn to perform efficient data analysis using Haskell