Lynda - Supervised Learning Essential Training



Lynda - Supervised Learning Essential Training
Duration: 1h 28m | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | Size: 264 MB
Genre: eLearning | Language: English
Data scientists and ML/AI students may need some practical experience with supervised learning algorithms. In this course, instructor Ayodele Odubela teaches you to apply models you've created to new data and to assess model performance. First, Ayodele outlines what supervised learning is and how to make predictions using labeled training data. She gives you an overview of the logistic regression algorithm, how to build a linear model in Python, and how to calculate model metrics. Next, Ayodele helps you create your first decision trees as well as k-nearest neighbors models using GridSearch. Ayodele covers how you can create artificial neural networks that are foundational for most deep learning work. She concludes with an ethical AI overview and asks you to consider the impact of your models.

Lynda - Outsourcing Management



Lynda - Outsourcing Management
Duration: 34m 34s | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | Size: 665 MB
Genre: eLearning | Language: English
Successful outsourcing depends upon proper management, with the right processes and attitudes. In this course, instructor Bob McGannon covers proper outsourcing management practices, from within the outsourcer's organization or the client's organization. He shows you the specific management tools and approaches that you need to lead a successful team. Proper governance of an outsourcing relationship is pivotal for success, and you need to understand where the client's responsibilities end and the outsourcer's responsibilities begin. Bob steps you through all this, plus contract reviews and more. Outsourcing relationships aren't only governed by contracts, though. Bob discusses how to use a procedures manual and customer satisfaction surveys to help manage outsourcing relationships. Bob explains several important delivery outcomes, then concludes by showing you other resources you can use to further your knowledge.Note: This course was created by Bob McGannon. We are pleased to host this training in our library.

Lynda - Navigating Environmental Sustainability A Guide for Leaders



Lynda - Navigating Environmental Sustainability A Guide for Leaders
Duration: 16m 57s | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | Size: 181 MB
Genre: eLearning | Language: English
Regardless of industry, the global business sector is being transformed around a common issue: environmental sustainability. Business leaders around the world are grappling with meaningful efforts to address climate issues relevant to their organizations. In this course, the chief environmental officer at Microsoft, Dr. Lucas Joppa, discusses some of the most pressing questions surrounding this critical topic. Dr. Joppa frames this course not around a set of rigid rules companies should follow, but through methods for individual companies to evaluate what strategies fit best and how to leverage existing strengths to make the biggest impact. By following just a few of the key principles and concepts Dr. Joppa lays out, companies can ensure that they are not only prepared for the business transformations that lie ahead, but are key architects of it, leading the way on a vital issue.

Lynda - Modo Product Visualization Shoe Rendering



Lynda - Modo Product Visualization Shoe Rendering
Duration: 2h 9m | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 667 MB
Skill Level: Intermediate | Genre: eLearning | Language: English + Subtitles
With Modo, artists have a powerful 3D platform for modeling, rendering, texturing, and animating. This is the second of a two-part course. In the first course, instructor Richard Yot showed how to create a detailed shoe model. In this course, Richard uses the process of rendering a shoe to explain what makes Modo different from other 3D tools, as well as teach key workflows for modeling, lighting, and rendering beautiful 3D objects. Richard shows you how to set up believable, realistic lighting. A shoe can contain a number of different textures, and Richard steps through how to create detailed, realistic surfaces for all of them. Once you have modeled the shoe, Richard shows you how to finalize the lighting, use a Preview render for any fine-tuning before the final render, and set up render passes. It's important to make sure you have the Modo camera set up for the shot you want to take, including rendering passes, and Richard describes variations on how to set up your final render.

Lynda - Machine Learning with ML.NET



Lynda - Machine Learning with ML.NET
Duration: 1h 6m | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | Size: 1.02 GB
Genre: eLearning | Language: English
Welcome to Machine Learning with ML.NET. In this course, instructor Pranav Rastogi guides you through the concepts of machine learning, what you can build with these concepts, and how to get started. First, Pranav explains what ML.NET is and what you can do with the framework. He covers how to build a ML model for sentiment analysis of customer reviews and explains how to classify incoming GitHub issues into one of the many tags (labels) using a multiclass classification algorithm. Pranav shows you how to recommend movies for users using collaborative filtering-based recommendation approach. He concludes by discussing how deep learning enables many more scenarios, using sound, images, text and other data types.This course was created by Microsoft.NET. We are pleased to host this training in our library.

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Lynda - Leading without Formal Authority (2021)



Lynda - Leading without Formal Authority (2021)
Duration: 58m 22s | Video: .MP4 1280x720, 30 fps(r) | Audio: AAC, 48000 Hz, 2ch | Size: 397 MB
Genre: eLearning | Language: English
Leadership isn't just a skill for managers. Demonstrating leadership is important for employees at every level of an organization. There are opportunities to lead every day, whether you hold a formal leadership position or not.In this course, leadership and personal development experts Lisa Earle McLeod and Elizabeth Lotardo outline how individual contributors or SMEs can exhibit leadership by influencing, inspiring, mentoring, and motivating others. They also help you overcome unique challenges such as how to communicate when you think your boss or team is headed in the wrong direction.

Lynda - JavaScript Essential Training (2021)



Lynda - JavaScript Essential Training (2021)
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill Level: Beginner | Genre: eLearning | Language: English + .srt | Duration: 5h 29m | Size: 1.37 GB
jаvascript is a scripting language of the web. As the web evolves from a static to a dynamic environment, technology focus is shifting from static markup and styling-frequently handled by content management systems or automated scripts-to dynamic interfaces and advanced interaction. Once seen as optional, jаvascript is now becoming an integral part of the web, infusing every layer with its script.

Lynda - Creating Online Video with the iPhone (Updated 1/2021)



Lynda - Creating Online Video with the iPhone (Updated 1/2021)
Duration: 2h 24m | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 1.04 GB
Skill Level: Beginner | Genre: eLearning | Language: English + Subtitles
Explore the fundamentals of shooting great-looking video with an iPhone. Mobile devices have transformed video production, making it possible to capture new angles and perspectives without a large crew or lots of additional equipment. Instructor Nick Harauz shows how to shoot talking heads and support material like B-roll, and capture slow-motion and time-lapse footage. He explains how to keep shots organized, on and off the set, and walks through a post-production workflow for editing videos either directly on the iPhone or on a computer. He also introduces a variety of iPhone apps that can create effects like hyperlapse and the golden hour look. Finally, Nick shows how to upload completed videos for sharing on YouTube or Instagram.

Lynda - Craft a Great GitHub Profile



Lynda - Craft a Great GitHub Profile
Duration: 41m 29s | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 95 MB
Skill Level: Intermediate | Genre: eLearning | Language: English + Subtitles
You might have heard that GitHub is a great way to find a developer job. The question is, how? For as many great contributions you've made, it's all for naught if they go unnoticed. So how do you stand out? In this course, Lynn Langit shows you how to create a GitHub profile that will stand out from the crowd. She covers basics from working with your profile image and contributing code, to modifying the default GitHub template and personalizing your custom profile. This course is designed to help developers present a profile that is attractive to employers and will help you land the job you want. For a career in software development, your GitHub profile tells potential employers a great deal about who you are, what you do, and where your interests lie.

Lynda - Agile Rebranding



Lynda - Agile Rebranding
Duration: 1h 11m | MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Size: 606 MB
Skill Level: Intermediate | Genre: eLearning | Language: English + Subtitles
Today's leaders need an agile way to improve their brand and stay relevant on a regular basis. The world is changing fast and it's not always practical to do a giant, expensive, one-time rebrand that's outdated as soon as it's complete. In this course, Wes Kao teaches startup-inspired frameworks and strategies for companies of all sizes to do rebranding in easy, repeatable, and iterative steps. Discover how to prioritize to move fast, identify your rebranding goals with more precision, and translate your vision into public-facing copy and visuals. Rebranding your business on the go can be a stressful process, but with Wes' guidance, you'll be able to identify your rebranding goals, avoid common pitfalls, and take action with confidence.