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 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 2h 14m | Size: 397.7 MB In the realm of relational databases, the table is the main event, the showstopper, the lead singer, the king. However, there are several other components of databases that are just as vital to a fully functioning system. In this course-the third part of his Database Foundations series-Adam Wilbert turns the spotlight on the supporting cast of database management characters. He covers topics like view objects, query performance, transactions, and stored procedures, and shows how each is an integral part of database management. Adam also includes challenges designed to test your skills as the course advances. As Adam illustrates, knowledge of these elements of database management can enhance your system performance and lead to a more consistent end-user experience.  Duration: 3h 51m | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | Size: 775 MB Genre: eLearning | Language: English Data science continues to grow in sophistication and demand at an exponential rate. Data mining is the area of data science that focuses on finding actionable patterns in large and diverse datasets: clusters of similar customers, trends over time that can only be spotted after disentangling seasonal and random effects, and new methods for predicting important outcomes. Instructor Barton Poulson focuses on data mining in R, presents a broad range of algorithms including machine learning methods, and offers important information on laws and policies that affect data mining. Barton gives an overview of dimensionality reduction. He introduces clustering, including hierarchical clustering, then goes into association analysis. He explains time-series mining and decomposition, then concludes with text mining, sentiment analysis, and sentiment scoring.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 3m | Size: 119.3 MB Data science can be generally defined as the process of making data useful, and data engineering is a key part of how and why. If you think of data science like a race car, the data engineers are the pit crew. They're not driving the car, but they make the car much easier to drive. Data engineers make sure the data flow is running smoothly, monitor systems, anticipate problems, and repair the data pipeline whenever problems arise. They extract and gather data from multiple sources and load it into a single, easy-to-query database. In short, data engineers make data scientists' lives easier.  Duration: 35m 52s | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 498 MB Skill Level: Intermediate | Genre: eLearning | Language: English + Subtitles Join graphic designer and brand strategist Nicte Cuevas as she discusses the impact color has across cultures and how the hues we use in our branding and work can shift perception. Nicte explains how color can hold different meaning across global cultures. She discusses how color psychology can shift or shape purchasing influences or create a divide among cultures. She helps you understand how cultural misappropriation can create a divide in communities and affect the perception of any brand. Nicte points out how gendered marketing through color can shift across the world. She shares the importance of understanding the role color plays when it comes to cultural heritage, and how using the wrong hue can shift the meaning when you market on a global scale. She explains how brands can partner with communities and experts avoid misunderstandings related to color language. In conclusion, Nicte shares her thoughts on how you can use color and culture to truly connect with an audience.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Advanced | Genre: eLearning | Language: English + srt | Duration: 1h 56m | Size: 371 MB CSS is a toolkit for image manipulation. Whether you want to create distinctive visual effects or simply make the most of available bandwidth, the options for manipulating images in CSS will let you create reusable graphics solutions. In this course, instructor Morten Rand-Hendriksen shows you how much you can edit images in a browser using pure CSS. Morten explains the importance of proper HTML image markup and how to crop, fit, and position an image. He discusses how to use the clip-path property to create a variety of shapes. Morten shows how you can use and combine filters to edit and add effects to your image. He concludes by walking you through several practical examples of how to use what you learned, as well as some important best practices and caveats.  Duration: 42m 33s | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 128 MB Skill Level: Intermediate | Genre: eLearning | Language: English + Subtitles Every CSS layout relies on the display property to tell it basic rules for how to present content. In this course, instructor Jen Kramer explains why the display property is so important and walks you through basic display values and newer display values that you need to understand to make effective use of this property. Jen discusses inline-level elements and the inline display value. She covers block-level elements, the block display value, and how to nest inline and block elements in HTML. Jen describes how to use "display: none" and "visibility: hidden" to hide content. Then she goes into newer display values, such as inline flex and grid values, the flow-root property, inline-block, tables, and list items. Jen concludes with recommendations on further HTM and CSS learning.  Duration: 1h 41m | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 256 MB Skill Level: Advanced | Genre: eLearning | Language: English + Subtitles Cloud-based services should be secured with common practices such as hardening, disaster recovery planning, periodic security testing, and the use of encryption. Instructor Daniel Lachance goes over software-defined networking (SDN), cloud network infrastructure security, cloud application workload security, and business continuity in the cloud. Daniel begins with an overview of SDN and shows you how to create a virtual private cloud (VPC). He explains how to configure VPC peering, which links cloud-based networks. Daniel describes how to manage access control lists (ACLs) and how to configure a virtual private network (VPN). He reviews ways to manage cloud resources remotely over the Internet. Daniel explains identity and access management (IAM) policies. He discusses how to conduct a business impact analysis and craft disaster recovery policies, then concludes with an explanation of cloud backups and how you can use them to protect workloads and data on-premises.  Duration: 1h 21m | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 351 MB Skill Level: Advanced | Genre: eLearning | Language: English + Subtitles Each Apple platform-macOS, iOS, iPadOS, watchOS and tvOS-offers individual capabilities and user experience, yet also integrates tightly to provide a unified feel. In this project-based course, learn how to build an app that will not only run seamlessly across all Apple platforms, but also fit the specific function and UX of each device. In a sample project, discover how to set up a multiplatform template and build user interfaces leveraging a single set of tools and APIs. Consider different navigation requirements for iPhone, iPad, and Mac, and explore the design principles particular to each one. Plus, discover how to write platform-specific and independent code.  MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 2h 3m | Size: 2.52 GB Adobe Portfolio comes free with any Creative Cloud plan and enables designers to quickly and simply build a website to showcase their creative work. No web design knowledge required! In this course, Rich Harrington provides an overview of Adobe Portfolio, and shows how to create and optimize an online portfolio so it fits your creative style. He shows how to choose a template, customize the site, and import content from Lightroom, Photoshop, Illustrator, and Behance. The course wraps with tips on publishing your portfolio, such as creating a custom domain.  Duration: 54m 57s | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | Size: 1.03 GB Genre: eLearning | Language: English The best leaders and managers are also incredible coaches. Coaching is all about elevating each team member to be the best person that they can be in their role. In this course, Dr. Eric Zackrison explains how to go from manager to coach. Eric covers the foundations of effective coaching. He presents a pre-work guide to help you assess your team and set the stage for effective coaching. Eric shows you how to create a supportive climate and foster collaboration. He shares how to create effective coaching sessions that can help you close the gaps in your team. In closing, Eric describes how to follow best practices, measure your success, set goals, and prioritize effectively. |
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