LinkedIn Learning
Duration: 36m 34s | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 441 MB
Genre: eLearning | Language: English

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 3h 32m | Size: 1.32 GB
Analytics is a big part of how the world does data science. But did you know that you can use applications like Excel, R, and Power BI for high-dimensional data reduction with machine learning models and algorithms? In this course, instructor Helen Wall gives you an overview of machine learning and data reduction techniques that enable you to analyze large datasets and determine trends with a variety of different classifications.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 29m | Size: 140.8 MB
Linux servers often contain thousands of users and user files. It's easier to maintain users if they are contained in groups, but only if the limitations of groups are understood and managed properly. In this course, instructor Grant McWilliams shows you how to manage Linux users and groups using command-line tools.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 27m | Size: 322.3 MB
If you're a creator, connecting with your audience is the most important part of your business. In this course, marketing and sales consultant Morgan J Ingram shows you how to approach posting strategy on the professional networking platform LinkedIn. What do you post? When do you post it? What format should you post? Morgan gives you practical ideas for creating the perfect approach.

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 36m | Size: 210.9 MB
If you want to work in IT or software development, you need to know your way around SSH. More than just a tool, SSH, or Secure Shell, allows you to make a secure connection to a command-line shell on a remote operating system. The foundation for many other technologies, SSH also allows you to transfer files with ease between different systems. In this course, instructor Scott Simpson shows you the fundamentals of SSH.

LinkedIn Learning
Duration: 1h 53m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 3.93 GB
Genre: eLearning | Language: English

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 2h 44m | Size: 307.1 MB
Excelling in an ever-changing software development world requires true "full stack" experience. Knowledge of nonrelational databases in particular adds exciting new capabilities and features that make everyday development easier, more streamlined, and vastly more scalable. This course provides an introduction to using MongoDB, one of the most popular nonrelational databases. Discover how to create documents to store data, organize documents in collections, and write queries to read, update, and delete documents. Instructor Justin Jenkins also shows how to properly index data to increase performance in MongoDB, and then shows how MongoDB can be integrated with applications written in Python, Node.js, PHP, and Golang. In the final chapter, he covers basic server administration, including replication, sharding, security, and backups. Make sure to practice your newfound MongoDB skills using the challenge and solution sets issued along the way.

LinkedIn Learning
Duration: 1h 33m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 810 MB
Genre: eLearning | Language: English

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 1h 3m | Size: 126.4 MB
GitLab is a web-based tool designed to help developers collaborate more effectively throughout each phase of the software development life cycle. Curious about how to fit GitLab into your team's workflow?

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 22m | Size: 160.6 MB
Excel is a useful and versatile tool, but did you know you can also use it to analyze hypothetical business cases? Instructor Curt Frye walks you through the complete process. Curt begins by showing you how to create, define, edit, and delete scenarios, then goes into defining data tables. He explains how to use Goal Seek and Solver to create models, define constraints, and require integer solutions. Next, Curt covers ways to organize your analysis worksheet, use checkboxes to turn options on and off, and manipulate a worksheet model to analyze your business. Plus, he defines and demonstrates how to perform a Monte Carlo simulation.