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TutorialsExplore Comprehensive Tutorials for Various SkillsAccess a wide range of tutorials on various topics, including technology, design, business, and more. Whether you're a beginner or an expert, find the perfect tutorial to help you improve your skills and achieve your goals.  Free Download Linkedin – MLOps Tools – MLflow and Hugging Face Released: 09/2024 Duration: 5h 14m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 825 MB Level: Intermediate | Genre: eLearning | Language: English In this course, learn how to master MLflow and Hugging Face, two powerful open-source platforms for MLOps. Starting with MLflow, learn how to streamline the machine learning lifecycle, manage projects and models, use the tracking UI system, and interact with registered models. Then, get an introduction to Hugging Face, starting with an overview of the Hugging Face Hub, repositories, and Hugging Face Spaces. Learn how to collaborate and deploy models, store datasets and models, create live interactive demos, and leverage community repositories.  Free Download Linkedin – Knowledge Graphs for Generative AI Use Cases Released: 09/2024 Duration: 2h 9m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 320 MB Level: Advanced | Genre: eLearning | Language: English Having a knowledge graph backing your LLM adds more consistency, trust, and quality to LLMs and the applications they support, and you don't have to be an expert to begin using knowledge graphs. In this course, knowledge graph expert Ashleigh Faith covers what a knowledge graph is, the different types of knowledge graphs, and what each type is generally used for. Explore the foundations of modeling and populating a knowledge graph and architectures for supporting knowledge graphs. Learn how to query the knowledge graph and how LLMs can use knowledge graphs to support time-sensitive data and reduce hallucinations. Find out how to identify what kind of knowledge graph is best for a variety of knowledge graph use cases, as well as what architecture and tooling will best support your knowledge graph project. Plus, discover ways to construct and populate a knowledge graph and then use a knowledge graph in the LLM space.  Free Download Linkedin – Grasshopper Plugins Released 9/2024 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Intermediate | Genre: eLearning | Language: English + srt | Duration: 1h 32m | Size: 254 MB In this course, dive into the capabilities of Grasshopper and learn to leverage plugins like Kangaroo for real-time physical simulations, Pufferfish for advanced geometric transformations, and Ladybug for insightful environmental analysis. Artist and instructor Chris Reilly guides you on how to enhance your design workflow, explore structural optimization, and master form-finding techniques to push the boundaries of your architectural and design projects. Gain hands-on experience with practical exercises that demonstrate the application of each plugin and see how they can be integrated into your designs for innovative solutions. Understand how to simulate complex structures dynamically, create intricate shapes easily, and make informed design decisions based on critical environmental factors. Join this course to unlock the full potential of computational design tools, tailor solutions for specific challenges, achieve precision in your architectural and engineering projects, and more.  Free Download Linkedin – ESG and Buildings Released 9/2024 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: General | Genre: eLearning | Language: English + srt | Duration: 42m | Size: 123 MB This course explains how buildings significantly influence environmental, social, and governance (ESG) performance across various sectors. Instructor Fulya Kocak Gin simplifies the complexities of ESG factors in building design, construction, and operations, highlighting how these factors shape daily and strategic decisions. Learn to identify and manage greenhouse gas emissions, integrate sustainability practices, and navigate the nuances of social and governance responsibilities to enhance building performance, meet compliance requirements, and add value for stakeholders.  Free Download Linkedin – Complete Guide to Penetration Testing Released: 09/2024 Duration: 7h 11m | .MP4 1280x720, 30 fps(r) | AAC, 48000 Hz, 2ch | 939 MB Level: Intermediate | Genre: eLearning | Language: English In this comprehensive course, cybersecurity expert Malcolm Shore provides training in the three key areas of scripting—bash, Python, Powershell—and highlights the use of Kali Linux. Explore the use of basic tools for enumeration, vulnerability detection, and file transfer. Go over testing the different environments that a pen tester will encounter, such as web, cloud, active directory, and wireless. Learn about password brute force and cracking techniques, code injection through SQL, and the use of web and command shells. Discover how the key tools that come with Kali can be used to run exploits and how exploits work. Plus, go over the basics of malware reverse engineering and analysis.  Free Download Linkedin – Artificial Intelligence and Application Security Released 9/2024 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner | Genre: eLearning | Language: English + srt | Duration: 50m | Size: 168 MB Artificial intelligence is changing application security in three significant and exciting ways: how hackers conduct attacks, how application security professionals operate daily, and how the software and learning models supporting artificial intelligence are also targets for hacking. In this course, Caroline Wong describes each of these aspects to help you understand how to differentiate between the different use cases, as well as identify how each applies to your specific organization. Caroline also shares key takeaways and practical actions that you can use in your daily lives as you personally interact with AI and applications.  Free Download Linkedin – Advanced MySQL Database Administration Released 9/2024 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Advanced | Genre: eLearning | Language: English + srt | Duration: 7h 51m | Size: 1.1 GB MySQL is a powerful tool for managing and analyzing relational databases, and a skill that every analyst and BI professional should have in the arsenal. In this course, take your database DBA skills to the next level and expand into advanced concepts like replication, backup, recovery, and security, along with automation tools like stored procedures, triggers, and scheduled events.  Free Download Level up LLM applications development with LangChain and OpenAI Released 9/2024 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Skill Level: Beginner + Intermediate | Genre: eLearning | Language: English + srt | Duration: 3h 52m | Size: 656 MB Dive into the world of large language models (LLMs) with a focus on integrating them into practical applications utilizing OpenAI APIs. Discover how to enhance LLMs with retrieval components, deploy interactive chat applications, and construct multi-retriever agents for advanced data handling. Join instructor Sandy Ludosky to gain the skills to create intelligent agents capable of performing complex tasks, from semantic searches to question-answering chatbots, significantly enhancing user experiences. Whether you're aiming to innovate in your current role or embark on new AI projects, this course provides the foundational knowledge and practical skills needed to harness the power of LLMs effectively.  Free Download Java Platform Module System (JPMS) – An In–Depth Introduction Published 9/2024 Created by Dheeru Mundluru MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 30 Lectures ( 4h 3m ) | Size: 1.25 GB  Free Download Introduction to Accounting – A Guide for Modern Accountants Published 9/2024 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 1h 0m | Size: 926 MB Comprehensive guide on accounting purpose, double-entry bookkeeping, accounting principles and accounting standards. |
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