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Published 6/2024 Created by Arnold Oberleiter MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 155 Lectures ( 19h 22m ) | Size: 15 GB Basics to AI-Agents: OpenAI API, Gemini API, Open-source LLMs, GPT-4o, RAG, LangChain Apps, Colab, Prompt Engineering What you'll learn: Functionality of LLMs: Parameters, Weights, Inference, and Neural Networks Understanding Neural Networks Operation of Neural Networks with Tokens in LLMs Transformer Architecture and Mixture of Experts Fine-Tuning and the Creation of the Assistant Model Reinforcement Learning (RLHF) in LLMs LLM Scaling Laws: GPU & Data for Improvements Capabilities and Future Developments of LLMs Use of Tools by LLMs: Calculator, Python Libraries, and More Multimodality and Visual Processing with LLMs Multimodality in Language as in the Movie 'Her' Systems Thinking and Future Prospects for LLMs Self-Improvement after AlphaGo (Self-Improvement) Improvement Possibilities: Prompts, RAG, and Customization Prompt Engineering: Effective Use of LLMs with Chain of Thought and Tree of Thoughts Prompting & More Adaptation of LLMs through System Prompts and Personalization with ChatGPT Memory Long-Term Memory with RAG and GPTs The GPT Store: Everything You Need to Know Using GPTs for Data Analysis, PDFs, or Tetris Programming Embeddings and Vector Databases for RAG Integrating Zapier Actions in GPTs Open-Source vs. Closed-Source LLMs API Basics Usage of the Google Gemini API and Claude API Microsoft Copilot and Its Use in Microsoft 365 GitHub Copilot: The Solution for Programmers The OpenAI API: Features, Pricing Models, and Everything You Need to Know About the OpenAI API Including App Creation Introduction to Google Colab for API Calls to OpenAI Creation of AI Apps and Chatbots with Langchain, Flowise, Vectorshift, LangGraph, CrewAI, Autogen, Langflow & more Creation of AI Agents for Various Tasks like Social Media Contetn with Agency Swarm and Langchain Agents Security in LLMs: Jailbreaks and Prompt Injections & more Comparison of the Best LLMs Google Gemini in Standard Interface and Google Labs with NotebookLM Claude by Anthropic: Overview Everything About Perplexity and POE OpenAI Playground: Features, Billing Account & Temperature of LLMs Google Gemini API: Video Analysis and More Open-Source LLMs: Models and Use of Llama 3, Mixtral, Command R+, and Many More HuggingChat: Interface for Open-Source LLMs Running Local LLMs with Ollama and Building Local Rag Chatbots Groq: Fastest Interface with LPU Installation of LM Studio for Using Local Open-Source like Llama3 LLMs for Maximum Security Using Open-Source Models in LM Studio and Censored vs. Uncensored LLMs Fine-Tuning an Open-Source Model with Huggingface Creating Your Own Apps via APIs in Google Colab with Dall-E, Whisper, GPT-4o, Vision, and More Microsoft Autogen for AI Agents CrewAI for AI Agents Flowise with LangChain Function Calling OpenAI Assistant API with function Calling for AI-Agents in different Frameworks Flowise with Open-Source LLM as ChatBot Security in LLMs and Methods to Hack LLMs Future of LLMs as Operating Systems in Robots and PCs Requirements: No prior knowledge required, everything will be shown step by step. Description: Have you ever thought about how Large Language Models (LLMs) are transforming the world and creating unprecedented opportunities?"AI won't take your job, but someone who knows how to use AI might," says Richard Baldwin.Are you ready to master the intricacies of LLMs and leverage their full potential for various applications, from data analysis to the creation of chatbots and AI agents?Then this course is for you!Dive into 'LLM Mastery: ChatGPT, Gemini, Claude, Llama3, OpenAI & APIs'-where you will explore the fundamental and advanced concepts of LLMs, their architectures, and practical applications. Transform your understanding and skills to lead in the AI revolution.This course is perfect for developers, data scientists, AI enthusiasts, and anyone who wants to be at the forefront of LLM technology. Whether you want to understand neural networks, fine-tune AI models, or develop AI-driven applications, this course offers everything you need.What to expect in this course:Comprehensive Knowledge of LLMs:Understanding LLMs: Learn about parameters, weights, inference, and neural networks.Neural Networks: Understand how neural networks function with tokens in LLMs.Transformer Architecture: Explore the Transformer architecture and Mixture of Experts.Fine-Tuning: Understand the fine-tuning process and the development of the Assistant model.Reinforcement Learning (RLHF): Dive into reinforcement learning with human feedback.Advanced Techniques and Future Trends:Scaling Laws: Learn about the scaling laws of LLMs, including GPU and data improvements.Future of LLMs: Discover the capabilities and future developments in LLM technology.Multimodal Processing: Understand multimodality and visual processing with LLMs, inspired by movies like "Her."Practical Skills and Applications:Tool Utilization: Use tools with LLMs like calculators and Python libraries.Systems Thinking: Dive into systems thinking and future perspectives for LLMs.Self-Improvement: Learn self-improvement methods inspired by AlphaGo.Optimization Techniques: Enhance LLM performance with prompts, RAG, function calling, and customization.Prompt Engineering:Advanced Prompts: Master techniques like Chain of Thought and Tree of Thoughts prompting.Customization: Customize LLMs with system prompts and personalize with ChatGPT memory.Long-Term Memory: Implement RAG and GPTs for long-term memory capabilities.API and Integration Skills:API Basics: Understand the basics of API usage, including OpenAI API, Google Gemini, and Claude APIs.Microsoft and GitHub Copilot: Utilize Microsoft Copilot in 365 and GitHub Copilot for programming.OpenAI API Mastery: Explore functionalities, pricing models, and app creation with the OpenAI API.AI App Development:Google Colab: Learn API calls to OpenAI with Google Colab.AI Agents: Create AI agents for various tasks in LangChain frameworks like Langgraph, Langflow, Vectorshift, Autogen, CrewAI, Flowise, and more.Security: Ensure security with methods to prevent jailbreaks and prompt injections.Comparative Insights:Comparing Top LLMs: Compare the best LLMs, including Google Gemini, Claude, and more.Open-Source Models: Explore and utilize open-source models like Llama 3, Mixtral, and Command R+ with the possibility of running everything locally on your PC for maximum security.Practical Applications:Embedding and Vector Databases: Implement embeddings for RAG.Zapier Integration: Integrate Zapier actions into GPTs.Open-Source LLMs: Install and use LM Studio for local open-source LLMs for maximum security.Model Fine-Tuning: Fine-tune open-source models with Huggingface.API-Based App Development: Create apps with DALL-E, Whisper, GPT-4o, Vision, and more in Google Colab.Innovative Tools and Agents:Microsoft Autogen: Use Microsoft Autogen for developing AI agents.CrewAI: Develop AI agents with CrewAI.LangChain: Understand the framework with divisions like LangGraph, LangFlow, and more.Flowise: Implement Flowise with function calls and open-source LLM as a chatbot.Ethical and Security Considerations:LLM Security: Understand and apply security measures to prevent hacking.Future of LLMs: Explore the potential of LLMs as operating systems in robots and PCs.This course is ideal for anyone looking to delve deeper into the world of LLMs-from developers and creatives to entrepreneurs and AI enthusiasts.Harness the transformative power of LLM technology to develop innovative solutions and expand your understanding of their diverse applications.By the end of 'LLM Mastery: ChatGPT, Gemini, Claude, Llama3, OpenAI & APIs' you will have a comprehensive understanding of LLMs, their applications, and the skills to harness their power for various purposes. If you are ready to embark on a transformative journey into AI and position yourself at the forefront of this technological revolution, this course is for you.Enroll today and start your journey to becoming an expert in the world of Large Language Models! Who this course is for: To everyone who wants to learn something new and gain deep insights into LLMs To entrepreneurs who want to become more efficient and save money To individuals who are interested in AI and want to build their own models Homepage

Published 6/2024 Created by Shreyank M K MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 77 Lectures ( 14h 0m ) | Size: 10.9 GB Become WordPress website developer from scratch, Understanding Elementor, SEO,Theme,Plugins coding,No-coding, E-commerce What you'll learn: Introduction to WordPress: Understanding the history, features, and benefits of WordPress as a content management system (CMS) and website creation tool. WordPress Installation and Setup: Learning how to install WordPress locally or on a web server, configure basic settings, and navigate the WordPress dashboard. Themes: Exploring WordPress themes, including how to select, install, customize, and modify them to achieve desired designs and functionality. Plugins: Understanding the role of plugins in extending WordPress functionality, installing and configuring plugins for various purposes such as SEO, security Content Creation and Management: Creating and managing different types of content in WordPress, including posts, pages, categories, tags, and media Customization: Customizing WordPress websites using the built-in Customizer, theme options, widgets, and custom CSS to personalize the look and feel of the site Responsive Design: Implementing responsive design techniques to ensure WordPress websites are mobile-friendly and display properly on various devices and screen Search Engine Optimization (SEO): Optimizing WordPress websites for search engines using SEO plugins, keyword research, on-page optimization, and other SEO best Security: Securing WordPress websites against common security threats, implementing security measures such as strong passwords, SSL certificates, and security Performance Optimization: Improving the speed and performance of WordPress websites through techniques such as caching, image optimization, and code optimizatio E-commerce: Introduction to WordPress e-commerce solutions such as WooCommerce, setting up online stores, adding products, configuring payment gateways,&orders Maintenance and Updates: Performing routine maintenance tasks such as backups, updates, and monitoring website performance to ensure smooth operation &security roubleshooting and Support: Identifying and troubleshooting common WordPress errors and issues, seeking help from support forums, documentation. Requirements: You need to have Basic english knowledge just to understand the functionality of wordpress Second one is you need to have Well Internet connected personal computer or Laptop is required; So i never recommend the moobile The third is you need to Google chrome or Mozilla firefox browser these browser very powerful, because it has some special features and which helps in design of website. And the last one is seems to be quite funny, yes but you need to have Hunger towards the success. Description: This WordPress Website Development course provides an in-depth understanding of all facets of building a website with WordPress. The course begins by explaining what a website is and why having a website is crucial in today's digital age. It then delves into the concept of web hosting, discussing the various hosting providers available in the market and offering guidance on how to select the most suitable one for your needs.Next, the course offers a thorough exploration of the WordPress dashboard, equipping learners with the knowledge to navigate and utilize its features effectively. Special emphasis is placed on Elementor, a powerful tool within WordPress, demonstrating its potential for creating visually appealing and functional websites.The course also guides students through the process of building different types of websites, such as portfolio websites for showcasing work and e-commerce websites for online businesses. Additionally, it covers the essentials of Search Engine Optimization (SEO), teaching how to optimize websites to rank higher in search engine results. The course emphasizes the importance of making websites responsive, ensuring they look and function well on all devices.Moreover, the course highlights various special features and plugins that can enhance WordPress websites, providing learners with the skills to create dynamic and engaging online experiences. Overall, this comprehensive course is an excellent choice for anyone seeking to gain proficiency in WordPress website development, whether for personal projects or professional endeavors. Who this course is for: Want to learn website development from the scratch with prior no experience in website development,it is completely no coding method and for beginner level to expert level Homepage

Published 6/2024 Created by Vishwanatha Hebbar MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 54 Lectures ( 7h 48m ) | Size: 3.2 GB From Basics to Mastery: A Comprehensive Guide to Performance Testing with JMeter What you'll learn: Fundamentals of Performance Testing: Understand the core concepts and importance of performance testing in software development life cycle. JMeter Essentials: Master JMeter, including installation, configuration, and creating basic test plans. Work on real-time projects and apply the concepts. Load Testing Techniques: Learn to design and execute load tests to simulate real-world user scenarios and analyze system behavior under load. Performance Metrics and Analysis: Understand key performance indicators (KPIs), collect performance data, and analyze test results using JMeter reporting.. Advanced Topics: Dive into advanced topics such as distributed testing,parameterization, and correlation for realistic testing scenarios. Real-Time Projects: Apply learned concepts and tools to real-time projects, gaining practical experience and building a strong portfolio for job interviews. Interview Preparation: Practice commonly asked performance testing interview questions and get detailed answers with explanations. Requirements: No programming knowledge required. You will learn everything you need to know. Knowledge or work experience in software industry is an added advantage. Description: Welcome to "Master Performance Testing using JMeter" Course!Unlock the full potential of performance testing with our comprehensive "Master Performance Testing using JMeter" course. Developed by industry experts, this course is designed to equip you with the skills and knowledge needed to excel in performance testing using JMeter.Key Features of this course:Industry Expertise: Learn from experienced professionals who bring real-world insights and best practices into the curriculum.Comprehensive Course Content: Covering everything from the fundamentals to advanced techniques, our course ensures you have a solid understanding of performance testing concepts and JMeter functionalities.Real-World Projects and Practical Experience: Gain hands-on experience through real-world projects, simulations, and exercises that mirror industry scenarios, preparing you for on-the-job challenges.Continuous Updates and Latest Trends: Stay ahead of the curve with continuous updates on the latest trends, tools, and techniques in performance testing and JMeter.Strong Support with Resources: Access a wealth of resources including study materials, code samples, and support forums to enhance your learning journey and troubleshoot any issues.Interview Questions and Answers: Prepare confidently for job interviews with curated sets of interview questions and detailed answers, tailored to help you showcase your expertise.Whether you are a beginner looking to enter the performance testing domain or a seasoned professional aiming to enhance your skills, this course equips you with the tools and knowledge needed to succeed in today's competitive tech landscape.Ready to Accelerate Your Career in Performance Testing?Don't miss this opportunity to master JMeter and advance your career in performance testing. Enroll now and gain the skills, confidence, and industry recognition you need to excel. Elevate your testing capabilities and unlock new career opportunities today! Who this course is for: Software professionals who like to explore on performance testing. Functional and manual testers who like add weightage to their profile by learning performance testing. College students who like to explore on performance testing and prepare to be job ready. Anyone who like to start career in software testing field. Homepage

Published 6/2024 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 50m | Size: 308 MB Aruba CX Switching Ultimate Lab Training For ACA ACSA ACSP ACSX on GNS3 With VMware Workstation Aruba Switching Labs What you'll learn This course will be the best option to learn Aruba CX Switching with Labs Great start to learn and configure Aruba CX Switching Your first step to start learning Aruba CX Switching You will achieve your Aruba CX Switching Certification in short time Requirements No prerequisite Description Welcome to Aruba CX Switching Lab Training For ACA ACSA ACSP ACSXIn this course you will learn the following topics to get ready for Aruba ACA ACSA ACSP ACSX certification.Aruba CX Switching Lab Training IntroChapter 1 Intro Aruba CX Switch Initial Configuration IntroAruba CX Switch Initial CLI Access Part1Aruba CX Switch Initial CLI Access Part2Aruba CX Switch External Connection and SSH ConfigurationAruba CX Configuration CheckpointsChapter 2 Intro Aruba CX Switching Layer 2 Configuration IntroAruba CX Default L2 CommunicationAruba CX VLAN Creation and Access PortsInterswitch VLAN Communication For Aruba CX Switches Part 1Interswitch VLAN Communication For Aruba CX Switches Part 2Backbone SW ConfigurationChapter 3 Intro Aruba CX Switching Spanning-Tree ConfigurationEnabling Spanning-Tree Protocol on Aruba CX SwitchesExtending Topology For Spanning-Tree Protocol on Aruba CX SwitchesSTP Output Investigation On Aruba CX SwitchesSTP Priority Manipulation On Aruba CX SwitchesSTP Cost and Port-Priority Manipulation On Aruba CX SwitchesChapter 4 Intro Aruba CX Switching RPVST and MSTP ConfigurationRPVST Configuration On Aruba CX SwitchesMSTP Configuration On Aruba CX SwitchesMSTP Load Sharing Configuration On Aruba CX SwitchesChapter 5 Intro Aruba CX Switching Link AggregationLink Aggregation Configuration On Aruba CX Switches Part 1Link Aggregation Configuration On Aruba CX Switches Part 2LACP Configuration On Aruba CX Switches Who this course is for Network Engineers System Administrators Engineers and technicians who want to learn Aruba CX Switching Engineers and technicians who want to emulate Aruba CX Switching to learn more about the product. Homepage Screenshots