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Master Mongodb: Cloud Based Nosql Database Management Published 8/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 2h 43m | Size: 642 MB A complete guide to mastering MongoDB for cloud based development, data modeling, and real time applications. What you'll learn What is NoSQL? Types of NoSQL Databases (document, key-value, columnar, graph) Introduction to MongoDB Advantages and Disadvantages of NoSQL databases Installation and Configuration of MongoDB MongoDB Shell and Basic Commands Data Modeling with MongoDB (documents, collections, databases) Data Types in MongoDB Basic Queries (find, findOne) Query Operators (comparison, logical, array, element) Aggregation Stages (match, group, project, sort, limit) Data Aggregation Examples (e.g., calculating averages, finding top values) Indexing in MongoDB Creating and Managing Indexes Query Performance Optimization DataBackup and Recovery Authentication and Authorization Encryption and Data Security Requirements No MongoBD experience needed Description Are you ready to master the most popular NoSQL database and take your backend development skills to the next level?Welcome to Master MongoDB: Cloud Based NoSQL Database Management, a complete, hands-on course that teaches you how to design, build, and manage modern, scalable databases using MongoDB, the industry leading NoSQL solution.Whether you're a developer, data engineer, or aspiring backend professional, this course will equip you with practical skills to manage MongoDB locally and in the cloud (using MongoDB Atlas), integrate it with your apps, and structure data for real world scalability and performance.What You'll LearnThe fundamentals of NoSQL and how MongoDB differs from relational databasesInstalling MongoDB locally and using cloud hosted MongoDB AtlasWorking with MongoDB Shell, Compass GUI, and MongoDB Atlas UIUnderstanding documents, collections, and database design best practicesPerforming CRUD operations (Create, Read, Update, Delete)Designing complex queries with filtering, sorting, projection, and aggregationIndexing for performance and query optimizationData validation, schema design, and relationships using embedded and referenced documentsSecuring, backing up, and deploying MongoDB databases in productionWhy MongoDB? Why This Course?MongoDB is used by top companies like Google, Adobe, Uber, and eBay. It's the go to solution for applications that require flexibility, horizontal scaling, and cloud native performance.This course focuses on hands-on practice, real world use cases, and cloud based deployment, not just theory. You'll walk away with the skills to confidently design and manage MongoDB databases that power real apps.What's IncludedStep-by-step video tutorials for beginners to advanced usersLifetime accessCertificate of CompletionReady to Become a MongoDB Expert?Join and start building powerful, data driven applications using one of the most in-demand technologies today.Click Enroll Now and take your database skills to the cloud with MongoDB! Who this course is for Anyone looking to become proficient in database management for modern apps Students, engineers, and IT professionals interested in scalable cloud-based data storage Backend and full-stack developers who want to integrate MongoDB into their applications Frontend developers who want to understand and connect to NoSQL databases

Stock Market For Beginners: Start Smart, Invest Wisely Published 8/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 3h 1m | Size: 810 MB Stock Market Basics for Beginners - Learn Investing, Stock Types, Strategies & Common Mistakes to Avoid What you'll learn Understand how the stock market works and key investing terms Identify different types of stocks and basic investment strategies Learn basic strategies for long-term and beginner-friendly investing Avoid common beginner mistakes and build smart investing habits Requirements There are no prerequisites or prior knowledge required to take this course. It's designed specifically for absolute beginners who have no background in finance or investing. If you're curious about the stock market and want to learn how to get started in a simple, step-by-step way, this course is for you. Description Are you a complete beginner with no idea how the stock market works? This course is your simple, no-jargon introduction to investing. Whether you're a student, house wife, working professional, or a retiree , this course will guide you step-by-step through the world of stock market investing.You'll learn what stocks are, how the stock market operates, and why people choose to invest. We'll break down confusing terms and explain essential concepts in plain English-no finance background needed. You'll also learn about different types of stocks, how they generate returns, and how to begin building a smart and diversified portfolio.This course is not just about theory. You'll gain practical insights to help you avoid common mistakes beginners make, understand your own risk tolerance, and develop healthy investing habits from day one. You'll also explore basic strategies, simple tools, and real-world investing examples. Even if you're starting with a small amount of money, you'll learn how to begin your journey with confidence.By the end of this course, you'll have a clear understanding of how to enter the stock market safely and thoughtfully-equipped with the knowledge to make informed, long-term decisions.No prior experience required-just curiosity and a willingness to learn Who this course is for This course is for complete beginners who know nothing about the stock market. It's ideal for individuals who want to start investing but feel overwhelmed or unsure where to begin. If you're someone looking to understand how stocks work, learn basic investing strategies, and avoid common beginner mistakes, this course is for you. Whether you're a student, house wife, working professional, or retiree, if you want to grow your money through smart, long-term investing, you'll benefit from this step-by-step, jargon-free approach.

Threads By Instagram Masterclass: Build Your Creator Brand Published 8/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 1h 35m | Size: 1.29 GB Master Content Creation, Community Building & Growth Strategies on Meta's Threads Platform What you'll learn Master the Threads Algorithm and Platform Mechanics Create Viral Content Consistently Using Proven Frameworks Build and Monetize a Thriving Community of Engaged Followers Develop a Scalable Content System and Personal Brand Implement Advanced Growth Hacking and Analytics Strategies Future-Proof Their Creator Business Beyond Threads Requirements Internet Access Phone or Laptop You do NOT need an existing audience on Threads Description Transform your Threads presence and build an engaged community with this comprehensive social media marketing course. Learn proven content creation strategies, master the Threads algorithm, and develop a powerful personal brand that opens doors to new opportunities.Are you ready to excel on Threads and build a thriving online community? This complete Threads marketing course teaches you everything needed to grow your following, create viral content, and monetize your audience - even if you're starting from scratch.What You'll Learn:Threads Algorithm Insights: Decode exactly how Threads works and optimize your content for maximum visibility and engagementViral Content Creation: Learn the psychological triggers and proven formulas that help posts spread organicallyCommunity Building Strategies: Build genuine relationships and turn followers into loyal fans who actively engage with your contentPersonal Branding Blueprint: Establish yourself as an authority in your niche and create a memorable brand that stands outMonetization Methods: Discover multiple income streams including sponsored content, digital products, affiliate marketing, and lead generationGrowth Acceleration Techniques: Master advanced tactics that drive consistent organic growth on the platformContent Planning Systems: Create sustainable workflows for consistent posting without burnoutAnalytics and Optimization: Track performance metrics and continuously improve your strategy based on dataPerfect for:Content creators wanting to build influence on ThreadsEntrepreneurs looking to generate leads through social mediaFreelancers and service providers seeking high-quality clientsBusiness owners ready to establish thought leadershipAnyone passionate about sharing knowledge and building communityWhat Makes This Course Different: Unlike generic social media courses, this program focuses specifically on Threads' unique algorithm and community culture. You'll get real-world case studies, proven templates, and step-by-step implementation guides that deliver results when applied consistently.Your Instructor's Journey: This course is taught by an experienced creator who built a thriving Threads community from the ground up, generating significant income and opportunities through strategic content creation and authentic engagement.Start building your Threads presence today and join our community of successful students who've transformed their online presence into influential personal brands. Who this course is for Complete Beginners to Threads Experienced Social Media Users Expanding to Threads Entrepreneurs and Business Owners Freelancers and Service Providers Knowledge Creators and Educators Career-Focused Professionals

Html + Css From Scratch: Restaurant Site In 23 Lessons Published 8/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 4h 7m | Size: 1.91 GB Build responsive websites from scratch using HTML, CSS, Flexbox, Grid, animations, and modern layout techniques. What you'll learn Build a complete, responsive restaurant website using only HTML and CSS from scratch. Understand the core structure of HTML: headings, paragraphs, lists, images, and links. Style your website with CSS: fonts, colors, spacing, layout techniques, and flexbox. Use media queries to create responsive designs that work on mobile, tablet, and desktop. Requirements No prior coding experience required - this course is for absolute beginners. A computer or laptop with internet access. A modern web browser like Chrome, Firefox, or Edge. A free code editor like Visual Studio Code (we'll show you how to set it up). Description Are you ready to start your journey into the world of web development? This beginner-friendly course will teach you everything you need to know to build beautiful, modern websites using HTML and CSS - the essential building blocks of the web.Whether you're completely new to coding or just need a solid refresher, this course takes you step by step through the foundations of HTML and CSS. You'll start by learning how to structure content with HTML: headings, paragraphs, links, images, tables, and more. Then, you'll dive into CSS to style your pages - colors, fonts, layouts, margins, padding, borders, backgrounds, and even animations!You'll also explore modern layout techniques like Flexbox and CSS Grid, and gain hands-on experience by building a complete final project: a responsive, stylish restaurant website that looks great on any device.Throughout the course, you'll use Visual Studio Code, practice clean code structure, and learn powerful productivity tools like Emmet. You'll also understand important concepts like specificity, box model, pseudo-classes, and element relationships.By the end of the course, you'll have the skills and confidence to build real-world websites from scratch and a strong foundation to continue your journey into front-end development.No prior experience is required - just your curiosity and willingness to learn. Let's build the web together! Who this course is for This course is for absolute beginners who want to learn how to build websites using HTML and CSS. It's perfect for anyone with zero coding experience looking to start web development. Ideal for students, hobbyists, freelancers, or career changers who want practical, hands-on training. If you've always wanted to create your own website but didn't know where to start - this course is for you.

Stata Learning: Detail Course In Data Analysis Practically Published 8/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 3h 48m | Size: 1.92 GB Step-by-step Stata data analysis for beginners using clean datasets What you'll learn Open and navigate Stata software confidently using its key windows and features Perform descriptive and bivariate statistical analysis step by step Linear and logistic regression analysis in Stata Interpret and present Stata output clearly for reports and research Requirements A computer with Stata installed (any recent version is fine) Description Are you new to Stata and want to learn how to analyze data step by step?This course is designed for absolute beginners who want to learn Stata data analysis using clean datasets. You don't need any prior experience in Stata-just a basic interest in working with data and a willingness to follow along.In this short and focused course, you will learn how to use Stata for data analysis, from opening datasets to running descriptive and inferential statistics, including t-tests, ANOVA, and regression models. Each lecture is designed to be short, clear, and practical so you can apply what you learn immediately.We'll guide you through the Stata interface, how to use the DO file editor, and how to run commands step by step. You will also learn how to create graphs, interpret summary statistics, and run the most common statistical tests used in research and academic projects.By the end of this course, you'll be able to:Use Stata confidently for basic data analysisPerform univariate and bivariate descriptive statisticsRun inferential tests such as confidence intervals, t-tests, ANOVA, and non-parametric testsConduct regression analysis including linear, logistic, and log-binomial modelsInterpret output and use it in your reports or research papersThis course is ideal for students, public health professionals, social science researchers, and anyone looking to get started with data analysis in Stata-fast and with clarity. Who this course is for No prior experience with Stata is required Basic understanding of statistics is helpful but not necessary Willingness to learn step by step with practical examples

Testing Or Evaluating Generative Ai:rag, Agentic Ai, Handson Published 7/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 2h 47m | Size: 1.7 GB Mastering LLM Evaluation: Hands-on with RAG Testing, Agentic AI Testing, DeepEval, LangSmith. Learn how to test GenAI. What you'll learn Learn the end-to-end process of evaluating LLM applications. Quality criteria to choosing the right evaluation method, metrics for RAG, Agentic AI. Learn Evaluation of RAG with RAGAs framework. Understand RAG and what are the component to evaluate of RAG. Learn how to evaluate RAG with context precision, recall metrics. How to test RAG application with Python and RAGAs. Learn how to test and evaluate RAG application with Pytest. Learn API automation of RAG application. Learn how to test and evaluate Agentic AI application using DeepEval. Automation testing of Agentic AI using Pytest. Learn how to trace RAG application using LangSmith. Create evaluation dataset using Python. Evaluate with Dataset using LangSmith. Requirements Very basic idea of Python and Generative AI. Description Evaluating Large Language Model (LLM) applications is critical to ensuring reliability, accuracy, and user trust-especially as these systems are integrated into real-world solutions. This hands-on course guides you through the complete evaluation lifecycle of LLM-based applications, with a special focus on Retrieval-Augmented Generation (RAG) and Agentic AI workflows.You'll begin by understanding the core evaluation process, exploring how to measure quality across different stages of a RAG pipeline. Dive deep into RAGAs-the community-driven evaluation framework-and learn to compute key metrics like context relevancy, faithfulness, and hallucination rate using open-source tools.Through practical labs, you'll create and automate tests with Pytest, evaluate multi-agent systems, and implement tests using DeepEval. You'll also trace and debug your LLM workflows with LangSmith, gaining visibility into each component of your RAG or Agentic AI system.By the end of the course, you'll know how to create custom evaluation datasets and validate LLM outputs against ground truth responses. Whether you're a developer, quality engineer, or AI enthusiast, this course will equip you with the practical tools and techniques needed to build trustworthy, production-ready LLM applications.No prior experience in evaluation frameworks is required-just basic Python knowledge and a curiosity to explore.Enroll and learn how to evaluate or test Gen AI application. Who this course is for Beginners, Testers, Quality Engineers, SDET, Data Engineers, Data Scientists, Evaluator, Gen AI developer, Students, Researchers, Project managers

Mastering Llm Evaluation: Build Reliable Scalable Ai Systems Published 8/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 3h 2m | Size: 530 MB Master the art and science of LLM evaluation with hands-on labs, error analysis, and cost-optimized strategies. What you'll learn Understand the full lifecycle of LLM evaluation-from prototyping to production monitoring Identify and categorize common failure modes in large language model outputs Design and implement structured error analysis and annotation workflows Build automated evaluation pipelines using code-based and LLM-judge metrics Evaluate architecture-specific systems like RAG, multi-turn agents, and multi-modal models Set up continuous monitoring dashboards with trace data, alerts, and CI/CD gates Optimize model usage and cost with intelligent routing, fallback logic, and caching Deploy human-in-the-loop review systems for ongoing feedback and quality control Requirements No prior experience in evaluation required-this course starts with the fundamentals Basic understanding of how large language models (LLMs) like GPT-4 or Claude work Familiarity with prompt engineering or using AI APIs is helpful, but not required Comfort reading JSON or working with simple scripts (Python or notebooks) is a plus Access to a computer with internet connection (for labs and dashboards) Curiosity about building safe, measurable, and cost-effective AI systems! Description Unlock the power of LLM evaluation and build AI applications that are not only intelligent-but also reliable, efficient, and cost-effective. This comprehensive course teaches you how to evaluate large language model outputs across the entire development lifecycle-from prototype to production. Whether you're an AI engineer, product manager, or ML ops specialist, this program gives you the tools to drive real impact with LLM-driven systems.Modern LLM applications are powerful, but they're also prone to hallucinations, inconsistencies, and unexpected behavior. That's why evaluation is not a nice-to-have-it's the backbone of any scalable AI product. In this hands-on course, you'll learn how to design, implement, and operationalize robust evaluation frameworks for LLMs. We'll walk you through common failure modes, annotation strategies, synthetic data generation, and how to create automated evaluation pipelines. You'll also master error analysis, observability instrumentation, and cost optimization through smart routing and monitoring.What sets this course apart is its focus on practical labs, real-world tools, and enterprise-ready templates. You won't just learn the theory of evaluation-you'll build test suites for RAG systems, multi-modal agents, and multi-step LLM pipelines. You'll explore how to monitor models in production using CI/CD gates, A/B testing, and safety guardrails. You'll also implement human-in-the-loop (HITL) evaluation and continuous feedback loops that keep your system learning and improving over time.You'll gain skills in annotation taxonomy, inter-annotator agreement, and how to build collaborative evaluation workflows across teams. We'll even show you how to tie evaluation metrics back to business KPIs like CSAT, conversion rates, or time-to-resolution-so you can measure not just model performance, but actual ROI.As AI becomes mission-critical in every industry, the ability to run scalable, automated, and cost-efficient LLM evaluations will be your edge. By the end of this course, you'll be equipped to design high-quality evaluation workflows, troubleshoot LLM failures, and deploy production-grade monitoring systems that align with your company's risk tolerance, quality thresholds, and cost constraints.This course is perfect for:AI engineers building or maintaining LLM-based systemsProduct managers responsible for AI quality and safetyMLOps and platform teams looking to scale evaluation processesData scientists focused on AI reliability and error analysisJoin now and learn how to build trustable, measurable, and scalable LLM applications-from the inside out. Who this course is for AI/ML engineers building or fine-tuning LLM applications and workflows Product managers responsible for the performance, safety, and business impact of AI features MLOps and infrastructure teams looking to implement evaluation pipelines and monitoring systems Data scientists and analysts who need to conduct systematic error analysis or human-in-the-loop evaluation Technical founders, consultants, or AI leads managing LLM deployments across organizations Anyone curious about LLM performance evaluation, cost optimization, or risk mitigation in real-world AI systems

Financial Statement Creation And Analysis In Excel Published 8/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 7h 22m | Size: 3.88 GB Master Financial Reporting and Analysis with Excel for Informed Decision-Making What you'll learn Understand the fundamentals of financial statements Learn the types of financial statements Differentiate between accrual and cash accounting Record and summarize business transactions Create and manage general journals and ledger accounts Prepare and reconcile a trial balance Create and analyze an Income Statement Interpret key components of an Income Statement Create and analyze a Balance Sheet Understand components of a Balance Sheet Create and analyze a Cash Flow Statement Understand the components of a Cash Flow Statement Create Income Statements using the Comparative Analysis format Create Balance Sheets using the Comparative Analysis format Create Cash Flow Statements using the Comparative Analysis format Analyze financial statements Microsoft Corporation Requirements Basic Knowledge of Accounting Principles Basic Knowledge of Microsoft Excel Computer with Excel Installed Access to the Internet Willingness to Learn Description Are you struggling to create accurate financial statements or analyze financial data effectively?This course, Financial Statement Creation and Analysis using Microsoft Excel, is designed to solve these common challenges and empower you with practical skills that directly address real-world financial problems. Whether you're an aspiring accountant, business owner, or professional looking to enhance your financial literacy, this course offers the tools and knowledge you need to succeed.In this course, you will learn how to create clear, accurate, and precise financial statements-such as balance sheets, income statements, and cash flow statements-using the powerful features of Microsoft Excel. You'll gain hands-on experience with key Excel functions like formulas, pivot tables, and advanced data analysis techniques, allowing you to streamline your workflow, reduce errors, and save valuable time. These skills will be essential for handling complex financial data and making confident, data-driven decisions.Each lesson is a connected step, guiding you toward a single, focused goal: taking business records and transforming them into comprehensive, accurate financial statements. You'll start by mastering the basics of financial accounting and Excel and gradually build up your skills to analyze and interpret financial data at a deeper level. With practical exercises, real-world examples, and step-by-step instructions, you'll develop the expertise necessary to confidently create and evaluate financial reports.By the end of the course, you will have the skills and confidence to generate financial statements that are vital for assessing business health, making informed decisions, and presenting financial insights to stakeholders. The course will not only improve your technical skills but also give you a solid foundation in financial analysis, helping you to unlock new opportunities in your career or business Who this course is for Business Owners Accountants and Financial Analysts Finance Professionals Entrepreneurs and Startups Professionals Looking to Upskill in Financial Analysis Small to Medium-Sized Business Owners Financial Consultants Corporate Managers and Executives Investors

Ultimate Http Warrior Published 8/2025 MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Language: English | Duration: 17h 2m | Size: 8.4 GB If you are an IT Professsional or student looking forward to learn how HTTP works look no further What you'll learn In depth working of the protocol as per the HTTP RFCs Components of HTTP based systems Evolution of HTTP How to setup a Web Server using Apache Hosting an Internet facing static web site on your Apache server How a complete web site gets loaded on your browser How to use Developer Tools and Wireshark to observe and analyse HTTP Traffic Deep Dive into the Waterfall section of Developer Tools The relation between TCP and HTTP Different connection management strategies like short lived vs persistent vs pipelining vs parallel vs domain sharding vs multiplexing Format of HTTP Messages HTTP Headers and their significance / use case How to use Curl and Postman to make HTTP requests and how to diagnose the output URL and URL Encoding The role of MIME in HTTP Deep Dive into HTTP Keep Alive How do reverse proxies leverage HTTP Keep Alive feature Deep Dive into HTTP Methods - to RFC or not (pun intended) How HTML Forms work with the POST method How to store form data into a Database All other HTTP Methods explained with a practical web application HTTP Response Codes The significance HOST Header in Virtual Hosting HOST Header vs SNI Query String Parameters and how do they compare to the POST method Content Negotiation - Server driven vs Agent driven How caching works and caching related headers Caching strategies for different types of content Significance of VARY header in Content Negotiation How do HTTP Redirects work - 301, 302, 307, 308, 300, 304 Range Requests Transfer Encoding and the concept of per hop headers Deep Dive into Cookies and Sessions - Explained with a practical web application Demonstration of Cookie related attacks - Cross Site Scripting (XSS) and Cross Site Request Forgery (CSRF) and how to mitigate them Difference between a Web Server and Application Server How Static and Dynamic websites and web applications work How Web Servers can run application programs and produce dynamic content Different Web Application Architectures How does HTTP work in the context of a Web Application HTTP Security: CORS / HSTS / CSP / SSL (HTTPS) / HKPK and CT / X-Headers / Authentication / Referrer and Referrer Policy Headers Client hints and Fetch metadata request headers Deep Dive into HTTP2 Basics of Front End Web Development - HTML, CSS and JS What are APIs How intermediate devices like Forward and Reverse Proxies interact with HTTP traffic Troubleshoot HTTP Issues effectively Requirements Basic CCNA level networking knowledge Basic TCP and Linux knowledge Access to a Linux server - cloud / eve-ng / gns3 Access to intermediate network devices such as Layer 7 proxies Description This course includes:17 hours on-demand videoFront End and Backend Code for the WebsiteDownloadable commands and configurationsFull lifetime accessCertificate of CompletionWho is this couse for:This course has been designed for Network Engineers who are coming from a routing and switching background and looking forward to moving towards supporting Load Balancers, Firewalls and Proxies.It can also be leveraged by seasoned application support engineers, system administrators, platform engineers, web site hosting administrators, web developers and other infrastructure professionals as it covers the working of the protocol in depth.Course Outcomes:Thorough understanding of the HTTP protocol and how it works with static and dynamic websites.Understand how application traffic is transported across the network and how it interacts with various devices such as routers, switches and load balancers.Good understanding of how basic websites and web applications work.Confidently troubleshoot HTTP based network trafficIdentify if the issue is with the network or the ApplicationClear interviews with top tier organizations Amazon, Google, Facebook etc.What sets this course apart from others:High quality production standardsRespect for time - every second of the course is used to deliver precise and practical informationGoes deep into the protocol following the RFCComprehensive coverage of all HTTP related conceptsAll topics are explained with real static/dynamic websitesExplains not just the protocol but all surrounding concepts - how static and dynamic web sites work - what is front end and backend web development Who this course is for This course has been designed for Network Engineers who are coming from a routing and switching background and looking forward to moving towards supporting Load Balancers, Firewalls and Proxies. It can also be leveraged by seasoned application support engineers, system administrators, platform engineers, web site hosting administrators, web developers and other infrastructure professionals as it covers the working of the protocol in depth.