MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 54m | Size: 412.7 MB
Are you a data science practitioner, looking to develop or enhance your skills in predictive analysis and data mining? This course provides several "big picture" insights, via instructor Keith McCormick, a veteran practitioner who has completed dozens of real-world projects. Keith begins by introducing you to key definitions and processes that you will need to complete the course successfully. He steps you through defining the problem you need your predictive analysis to address, then focuses on how to make sure you meet the data requirements and how good data preparation improves your data mining projects. Keith dives into the skill sets and resources that you need and the problems you will face. Then he goes over the steps to find the solution and put it to work with probabilities, propensities, missing data, meta modeling, and much more. Keith finishes up with detailed explanations of CRISP-DM and Tom Khabaza's nine laws of data mining, plus Tom's new 10th law.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Advanced | Genre: eLearning | Language: English + srt | Duration: 52m | Size: 211.5 MB
Industrial control systems cannot-unlike humans-see, hear, and monitor processes by themselves. Instead, they use industrial sensors to convert mechanical, magnetic, thermal, optical, and chemical variations into electric voltages and currents. In this course, Zahraa Khalil covers the most common types of industrial sensors used within the field of industrial automation. She looks at proximity, temperature, pressure, and level sensors, and explores the operating principles and common applications of each. If you've got the basics of programmable logic controllers (PLCs) programming down and want to see what you can do with industrial sensors, join Zahraa in this course.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner + Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 52m | Size: 297.3 MB
In this course, Jason Osder explains what OmniGraffle is, how to create and export projects in it, and how to use OmniGraffle for general design thinking projects, as well as brainstorming, ideation, and collaboration. After briefly introducing OmniGraffle and its interface, Jason dives into org charts, covering topics like how to handle objects on the canvas, creating text elements, grouping objects, and much more. Next, he goes into a variety of techniques you can use to map content, as well techniques for process flows such as creating multiple use case scenarios and diagramming a complex online interaction. Jason discusses wireframes and different ways you can use them. Then he describes how to create mind maps, sketch visual design ideas, and design a rough logo with stencils. Jason concludes by highlighting several useful features that are available in the pro version of OmniGraffle.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 44m | Size: 79.6 MB
How does Jira automation work, and what other concepts, features, and configurations can you employ to use Jira more effectively? In this course, discover the core elements of Jira automation and automate some of the work in your Jira project. Learn how to alter your kanban board. Then explore other concepts and features like shared configuration, running parallel sprints, and facilitating agile at scale. Find out how to create and configure next-gen projects, including controlling access, adding issues, and customizing project features.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 37m | Size: 67.9 MB
Jira is one of the leading project management software solutions across multiple industries, and this Managing Jira Projects series from Atlassian University teaches you how to create, configure, and maintain projects in Jira cloud, as well as partner effectively with Jira administrators. This first course in the series gets you started on two key topics: managing projects and managing roles and permissions in Jira. The course describes how to manage projects, lists the components of a Jira project, details how to identify permissions, and covers how to assign project roles.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 43m | Size: 231.8 MB
You've probably heard about machine learning before, but have you ever wondered what that term really means? How does a machine learn? Have you thought about building a machine learning model, but didn't know where to start? In this course, Frederick Nwanganga introduces machine learning in an approachable way and provides step-by-step guidance on how to get started with machine learning via the most in-demand language in use today, Python. Frederick starts with exactly what it means for machines to learn and the different ways they learn, then gets into how to collect, understand, and prepare data for machine learning. He also provides guided examples of how to accomplish each step using Python. Finally, he brings it all together to build, evaluate, and interpret the results of a machine learning model in Python.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 38m | Size: 468.4 MB
Leaders often have misconceptions about what empathy at work looks like in practice, yet it is an essential skill for anyone looking to successfully lead today. In today's world where rapid change comes at us every single day, leaders must quickly build strong relationships with people, whether they're employees or customers, in order to better collaborate and engage. In this course, Maria Ross helps you identify the key behaviors that make up empathy, like practicing presence, actively listening, cultivating confidence, and finding common ground. Finding empathy is one of the most desired leadership strengths, so join Maria in this course as she shares straightforward and simple tips for implementing and practicing empathy.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Advanced | Genre: eLearning | Language: English + srt | Duration: 1h 40m | Size: 194.9 MB
As organizations are moving more and more of their applications to the cloud, the use of manual techniques for provisioning resources is becoming less common, as cloud-native applications use infrastructure-as-code for deployments. In this course, Janani Ravi shows how to use ArgoCD for continuous delivery of infrastructure, so that you're able to fully automate your application deployment and lifecycle management. Janani shows you how to get started with ArgoCD, then details working with ArgoCD on a local Kubernetes cluster, before showing you how to configure the ArgoCD application. She then covers the steps for deploying infrastructure to an external Kubernetes cluster, and then to Google Kubernetes Engine on the GCP

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 1m | Size: 411.1 MB
The project sponsor is one of the most vital roles in any project, especially those that are strategic or transversal. The more complex the project, the more critical the sponsor role and the more time it demands. In our new world driven by change, soon executives and managers will spend at least half of their time on projects. Yet, according to recent research carried out jointly with Harvard Business Review, only 13% of executives had received specific training on how to become a successful project sponsor. In this course, thought leader Antonio Nieto-Rodriguez covers the key responsibilities and best practices of project sponsorship. Antonio explains the project economy and how it is challenging and affecting leaders. Then he reinvents and defines what a project, project management, and a project sponsor are. He covers in depth the role and the steps that an effective project sponsor needs to accomplish to lead projects successfully and generate value for their organizations.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 36m | Size: 447.6 MB
Are you ready to turn your creative interests into your next career move? This brief course gives you an overview of what you need to get your business started. Learn how to establish your business as an entity, including setting up a DBA and a registered agent. Find out how to set up and secure bank accounts, taxes, an EIN, and business credit for your business. Explore how to brand your business, and discover how prospecting, lead generation, a good support team, and solid financial management can set up your business for success.