Pandas is not just one of the most popular software packages for data analysis, it is also, without a doubt, the most convenient and fun way to work with your data. In this course, Pandas Playbook: Manipulating Data, you will cover the most important core functionalities of Pandas, focusing on the core functionalities of the two main Pandas classes: the DataFrame and the Series. ==========

ML has become a fundamental part of the 21st century; from Netflix recommendations to fraud detection, ML is ever- present in our daily lives. At its roots, ML effectively applies statistics and pattern recognition, we will use these ideas to help solve a range of modern-day problems. C++ is a very fast language to execute your code and is extensively used when your final “models” are being deployed. If you want to run a program, with a lot of array calculation then C++ should be your weapon of choice.

Starting from design sketches, this course covers the 3D sculpting and modeling of a product concept in ZBrush. Discover techniques and workflows that can help you design efficiently. Then, find out how to take 3D models from ZBrush to KeyShot, where photorealistic renderings can be made for presentation purposes. Learn the steps and processes for setting up materials, using shaders and lights, and configuring helpful render settings.

Truly exceptional visual brands often come from designers who took the time to understand their client's business and motivation to rebrand. This course shows how to navigate an identity project through the design and discovery process, to ensure that you grasp where your client is coming from before you craft their logo design. Instructor Bill Gardner discusses the value of preparation and research, and goes over the different motivations behind a client's decision to rebrand. Bill also covers the different brand personalities, as well as how to better understand your customer's business and identify their competitors. He wraps up the course with a discussion of competitive analysis and road map creation.

Meet the future of javascript: ECMAScript 6. This short course takes a look at the latest features of ECMAScript 6 (aka ES6) and how these changes are making javascript even more powerful and concise. Eve Porcello reviews the new keywords and function/object syntax and shows how the new class syntax can be used with React, the popular javascript library. You'll also review the ES6 compiling tool Babel, and use Babel to make your ES6 code compatible with modern browsers.

Build on what you learned in Graphic Design Foundations: Layout and Composition by taking a more advanced look at universal composition and layout principles.

As a C++ developer, you spend 90% of your time in your IDE-the integrated development environment where you write, test, and debug code. Finding the right IDE is critical to being a productive programmer. This course helps you explore the options and find the right fit for your projects and coding style.

Hair and clothing are some of the most important but difficult details to animate. These features make the difference between engaging, life-like characters and stiff, boring ones. This course pulls together a professional animator's time-tested techniques for animating hair, fur, clothing, flags, and other secondary animation items. Dermot O' Connor explains the difference between primary and secondary animation, and helps you create smooth secondary motion that amplifies the interest and realism of your 2D characters.