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Zero to Hero in Ollama: Create Local LLM Applications
Are you looking to build and run customized large language models (LLMs) right on your own system, without depending on cloud solutions? Do you want to maintain privacy while leveraging powerful models similar to ChatGPT? If you're a developer, data scientist, or an AI enthusiast wanting to create local LLM applications, this course is for you!This hands-on course will take you from beginner to expert in using Ollama, a platform designed for running local LLM models. You’ll learn how to set up and customize models, create a ChatGPT-like interface, and build private applications using Python—all from the comfort of your own system.In this course, you will:Install and customize Ollama for local LLM model executionMaster all command-line tools to effectively control OllamaRun a ChatGPT-like interface on your system using Open WebUIIntegrate various models (text, vision, code generation) and even create your own custom modelsBuild Python applications using Ollama and its library, with OpenAI API compatibilityLeverage LangChain to enhance your LLM capabilities, including Retrieval-Augmented Generation (RAG)Deploy tools and agents to interact with Ollama models in both terminal and LangChain environmentsWhy is this course important? In a world where privacy is becoming a greater concern, running LLMs locally ensures your data stays on your machine. This not only improves data security but also allows you to customize models for specialized tasks without external dependencies.You’ll complete activities like building custom models, setting up Docker for web interfaces, and developing RAG applications that retrieve and respond to user queries based on your data. Each section is packed with real-world applications to give y

The Ultimate Life Planner and Goal Setting Tool
Step into a realm where your ambitions command the spotlight, and your dreams evolve into tangible realities. Welcome aboard the 2024 Life Planner – your ticket to a life brimming with purpose and extraordinary moments.Are you grappling with the challenge of translating your biggest goals into actionable steps? Perhaps you're yearning for clarity on the path forward. Fear not; this planner is your steadfast ally, meticulously crafted to transform your dreams, regardless of size, into achievable milestones, one bold stride at a time.Life is a precious gift, and the present moment is the opportune time to unwrap its full potential. Time, akin to a valuable currency, becomes your ally as this planner empowers you to architect the most inspiring and purpose-filled life imaginable.Envision awakening each day in a perpetual holiday, the house of your dreams as your reality, and steering the ship of your dream business. These aspirations are not distant; they are within arm's reach. Dont postpone these dreams until retirement – the time to manifest them is now. Let's rekindle the fire of dreaming big and reshape those dreams into tangible realities.Your transformative journey starts with this planner – a dedicated companion engineered to steer you through the exploration of your ideal life, the prioritisation of your goals, and the deliberate steps toward those dreams. Overnight success is not the expectation, but with introspection and strategic planning, you'll draft a roadmap and a timeline during these exercises.Bear in mind, nothing in life is gifted effortlessly. While we use the term "manifest," it's not a whimsical wish in the dark. Manifesting is a deliberate act – vocalizing your dreams into existence, taking purposeful actions, and discerning opportunities that arise. These opportunities are the guideposts on the journey to realizing your ultimate goals.Are you ready to embark on this odyssey of dreaming big? Allow the 2024 Life Planner to be your compass as we nav

ASP.NET MVC Interview Questions with Answers
Working in ASP.NET is one thing and cracking ASP.NET interview is a different ball game. You can be hero in your project who has executed huge projects but if you are not able to answer simple questions like session management , dependency injection and so on , its difficult to reach to the next level.ASP.NET Interview question course covers 60 plus most asked questions with answers and code demonstration. After completing this course you should be able to handle ASP.NET interviews more efficiently. Happy learning , Happy job hunting.Basic 25 Questions - Part 1.Basic Planning of ASP.NET Interview scopeQuestion 1 :- What is ASP .NET MVC Core ?Question 2 :- Differentiate between ASP .NET Webforms vs MVC vs MVC core ?Question 3 :- Explain MVC Architecture ?Question 4 :- Why do we have wwwroot folder ?Question 5 :- Explain the importance of appsettings.json ?Question 6 :- How to read configurations from appsettings.json ?Question 7 :- What is dependency injection ?Question 8 :- Why do we need dependency injection ?Question 9 :- How do we implement dependency injection ?Question 10 :- What is the use of Middleware ?Question 11 :- How to create a Middle ware ?Question 12 :- What does startup.cs file do ?Question 13 :- ConfigureServices vs Configure method ?Question 14 :- Explain the different Ways of doing DI?Question 15 :- Explain Scoped vs Transient vs Singleton ?Question 16 :- What is Razor ?Question 17 :- How to pass Model data to a View ?Question 18 :- What is the use of Strongly typed views ?Question 19 :- Explain the concept of ViewModel in MVC ?Question 20 :- What is Kestrel Web Server ?Question 21 :- Why Kestrel when we

Pandas for Data Wrangling: Core Skills for Data Scientists
Welcome to the "Data Analysis with Pandas and Python" course! This course is designed to equip you with the essential skills and knowledge required to proficiently analyze and manipulate data using the powerful Pandas library in Python.Whether you're a beginner or have some experience with Python programming, this course will provide you with a solid foundation in data analysis techniques and tools. Throughout the course, you'll learn how to read, clean, transform, and analyze data efficiently using Pandas, one of the most widely used libraries for data manipulation in Python.From understanding the basics of Pandas data structures like Series and DataFrames to performing advanced operations such as grouping, filtering, and plotting data, each section of this course is crafted to progressively enhance your proficiency in data analysis.Moreover, you'll have the opportunity to apply your skills in real-world scenarios through case studies and projects, allowing you to gain hands-on experience and build a portfolio of projects to showcase your expertise.By the end of this course, you'll have the confidence and competence to tackle a wide range of data analysis tasks using Pandas and Python, empowering you to extract valuable insights and make informed decisions from diverse datasets. Let's embark on this exciting journey into the world of data analysis together!Section 1: Pandas with Python TutorialIn this section, students will embark on a comprehensive journey into using Pandas with Python for data manipulation and analysis. Starting with an introductory lecture, they will become familiar with the Pandas library and its integration within the Python ecosystem. Subsequent lectures will cover practical aspects such as reading datasets, understanding data structures like Series and DataFrames, performing operations on datasets, filtering and sorting data, and dealing with missing values. Advanced topics include manipulating string data, changing data types,

50 Days React Bootcamp: Build 50 Real World React Projects
As you can see, the gains you get from React are really amazing. There are many possibilities offered by this library, regardless of the size of the project and the application you want to develop. In addition, as you can see from the comparison with Angular and Vue, React was conceived with the idea that it would be a simple tool to use thus allowing the learning curve to be very steep. Contrary to a framework like Angular, we can master React Programming quickly allowing us to get the most out of it and become real experts in a short time.In This Course Learn React Programming Practically, Develop Real World Web Applications Using Socket, REST APIs, Firebase, React Hooks, Bootstrap, React.js, Webpack , HTML5 , CSS3 , React- Router.React js developer: salaries per regionNew York -$142,350Georgia -$135,000New Jersey -$131,625California -$130,000Illinois -$126,750Arizona -$121,875Texas -$117,000In This Course, We Are Going To Work On 50 Real World React Development Projects Listed Below:Project-1 : E-Commerce (Amazon Clone) - React, React-Context-Api, FirebaseProject-2 : Chat Application - React, React Chat engine, Socket, Rest ApisProject-3 : Movies Application (Ott) - React, Omdb Api, React Hooks, BootstrapProject-4 : Video Sharing Website - React, Youtube Api, Material-Ui, AxiosProject-5 : Todolist Website - React, Material-Ui, React Hooks, State ManagementProject-6 : Blog Website - React, Material-Ui, React Hooks, State Management, Gnews ApiProject-7 : Social Networking Website - Material-Ui, React Hooks, State Management, Google Oauth, Security And AuthenticationProject-8 : Resume Website (Portfolio) - React, Material-Ui, Reac

Building Realtime Web Apps with Laravel, Vue 3 and Reverb
Using the power of Laravel Reverb, let’s build a real-time post-timeline application with Laravel 11, VueJS 3, Sanctum, and Reverb, pulling in Pinia for state management.Projects Roadmap and Status:[Uploaded] A Guide to Setup Laravel with Vue 3 and Reverb[Uploaded] Let's Build a Realtime Post Timeline ProjectProject Description:[Uploaded] A Guide to Setup Laravel with Vue 3 and ReverbIn this section, we'll look into the basics of Laravel and Vue, by setting up both projects.Some of the topics we'll cover in this section include:Learn how to set up Laravel Sanctum to serve an SPA.Look into the basics of broadcasting in Laravel and our frontend Vue 3 app.We'll also configure private broadcasting in our front-end app.Learn how to use composable in Vue 3Learn how to implement authentication features like login flow, and grab the user data on reload.[Uploaded] Let's Build a Realtime Post Timeline ProjectIn this section, we'll build a real-time post timeline project, where the users can create posts, view all the posts, and like the posts, all of these interactions will be real-time, and we'll also implement an infinite scrolling feature.Some of the topics we'll cover in this section include:Learn how to create posts and broadcast that event to show the created post in real time.Learn how to display server-driven validation errors.We'll learn how to implement an infinite scrolling feature in Vue 3 with the API served by Laravel.We'll learn how to manage the state of our app using PiniaLearn how to like the posts and broadcast the Liked event to implement real-time functionalityLearn how to Edit the posts an