Best AI tools for< Improve Course Structure >

CourseFactory AI is an online platform that leverages artificial intelligence to assist users in creating high-quality online courses efficiently. The platform offers a range of AI assistants to help with course creation, from generating ideas and organizing content to collecting feedback and continuously improving the course structure. CourseFactory AI aims to streamline the course creation process, save time, and enhance the learning experience for both creators and students.

Roadmapped.ai is an AI-powered platform designed to help users learn various topics efficiently and quickly. By providing a structured roadmap generated in seconds, the platform eliminates the need to navigate through scattered online resources aimlessly. Users can input a topic they want to learn, and the AI will generate a personalized roadmap with curated resources. The platform also offers features like AI-powered YouTube search, saving roadmaps, priority support, and access to a private Discord community.

Plume AI is a writing assistant that helps you write better, faster, and more efficiently. It uses artificial intelligence to analyze your writing and provide suggestions for improvement. Plume AI can help you with a variety of writing tasks, including emails, social media posts, blog posts, and even creative writing.

AnyLearn.ai is an AI-powered platform that offers a wide range of courses and guides generated by artificial intelligence. It provides users with the opportunity to learn about various topics in a structured and comprehensive manner. The platform leverages the power of AI to create personalized learning experiences for individuals seeking to enhance their knowledge and skills.

The website offers a personalized course on generative artificial intelligence for marketing and search engine optimization (SEO). It aims to teach professionals how to automate tedious tasks using AI, work fewer hours, and increase earnings. The course covers topics such as generative AI, advanced SEO strategies, and personalized marketing techniques. The trainer, Piergiorgio Zotti, is an experienced digital marketing and SEO expert who provides tailored training to help individuals improve their business through generative AI and advanced SEO.

EducUp Studio is an innovative online platform designed to revolutionize the way students learn and educators teach. It offers a wide range of interactive tools and resources to enhance the learning experience for students of all ages. With a user-friendly interface and engaging content, EducUp Studio aims to make education more accessible and enjoyable for everyone.

The website is an AI tool designed to assist users in developing engaging courses. It utilizes artificial intelligence technology to enhance the course creation process, making it more efficient and effective. Users can leverage the AI capabilities to generate interactive and compelling course content, tailored to meet the needs of learners. The tool aims to streamline the course development workflow, providing users with valuable insights and suggestions to improve the overall learning experience.

SLAIT School is an online education platform that offers the opportunity to learn American Sign Language in an interactive and engaging manner. Users can practice ASL 24/7, receive live feedback on their signing, participate in cool quizzes, and take interactive tests to improve their skills. The platform also provides free lessons, premium subscription options, and a full curriculum for comprehensive learning.

Up Learn is an AI-powered educational platform designed to help students improve their A Level grades with a guarantee of achieving A*/A results or a money-back offer. The platform offers interactive videos covering the entire curriculum, detailed progress tracking, personalized revision based on AI algorithms, exam-board specific courses, guided exam practice, and 24/7 tutor support. Up Learn aims to make learning simple and efficient, ensuring that every second of study counts towards exam success.

Ripeti Con Me is an online Italian language learning platform that uses audio courses, bilingual readings, and an AI tutor to help learners master Italian like a pro. The platform is designed by a language expert and offers a variety of features to help learners succeed, including grammar lessons, vocabulary building exercises, and speaking practice. Ripeti Con Me is a great option for learners of all levels, from beginners to advanced speakers.

Offthreadr is an AI-powered course platform designed to enhance the learning experience for users on the go. It offers a unique approach to course completion by enabling users to interact with course content, chat for clarification, and receive motivation from a supportive community. With Offthreadr, users can access short course snippets, get instant answers to their questions through AI, and enjoy offthreaded learning to boost their learning outcomes.

Paperclips is an AI-powered tool that helps users create flashcards from their course notes or any website. It automatically generates flashcards in the same language as the notes, making it easy for users to learn and review material. Paperclips also works with digital notes and can export flashcards to popular platforms like Anki and Quizlet.

Million Dollar Edit 2.0 is an AI-powered editing tool that helps you write and edit faster and more efficiently. With its advanced AI algorithms, Million Dollar Edit 2.0 can help you identify and correct errors, improve your writing style, and even generate new content. Whether you're a student, a professional writer, or anyone who wants to improve their writing skills, Million Dollar Edit 2.0 can help you take your writing to the next level.

Skills Up is an AI-powered platform designed to unlock your potential through personalized video-based learning. The app offers a wide range of topics, from coding languages like Python to design with CSS, curated YouTube playlists, interactive quizzes, and seamless video integration. With intelligent prompting powered by GPT-3, Skills Up understands your preferences and tailors your learning experience. Start your learning adventure today and discover, grow, and acquire new skills with ease.

Solvely is an all-in-one AI homework helper that provides step-by-step solutions for all courses, from K12 to Graduate school. It covers a wide range of subjects, from STEM to Liberal Arts, and offers detailed explanations to help users understand complex problems. With a high accuracy rate and a user-friendly interface, Solvely aims to make learning and problem-solving easier for students, parents, and teachers worldwide.

AI Automation Agency is a platform that offers AI development services to businesses, focusing on optimizing processes, automating workflows, and elevating overall business performance. Their intelligent solutions include custom chatbots, AI tools, personalized integrations, lead generation, CRM automation, and sales funnels. The agency aims to streamline operations, improve communication, and drive business growth through efficient automation and smart solutions. With a team of experienced tech experts, they help businesses automate workflows, increase productivity, and focus on core objectives for measurable success.

ScanMyGolfBall is an AI-powered application designed to revolutionize the golfing experience. By simply scanning any golf ball, users can uncover detailed insights and personalized recommendations to enhance their gameplay. The app features advanced AI algorithms for ball analysis, personalized ball fitting, detailed ball insights, hassle-free user experience, and privacy and security measures. With ScanMyGolfBall, golfers can say goodbye to guesswork and tedious searches, and elevate their game with confidence and precision.

ChapterMe ChapterGPT is an AI-powered tool that helps you add chapters to your videos quickly and easily. With ChapterMe, you can save hours of time that you would otherwise spend manually adding chapters, and you can also improve the SEO of your videos and make them more engaging for viewers. ChapterMe is used by online course creators, YouTube channels, podcasters, and many more.

Dubify is an AI video dubbing tool that leverages generative AI to translate videos automatically, enabling users to reach a global audience. Users can upload their content, edit the AI-generated transcript, and download the translated videos. The tool caters to various use cases such as content creation, marketing, online courses, and employee training. Dubify offers realistic and human-like voices for dubbing, with pricing packages based on usage requirements.

360Learning is a comprehensive learning platform that leverages AI and collaborative features to transform in-house experts into L&D collaborators. It enables organizations to upskill quickly and continuously within their own environment. The platform offers a range of features to facilitate collaborative learning, course creation, compliance training, employee onboarding, sales enablement, and frontline staff training. With a focus on data protection and security, 360Learning is trusted by over 2,300 customers for its innovative approach to corporate learning.

ChatGPT Queue Prompts is a collection of prompt chains designed to enhance interactions with large language models like ChatGPT. These prompt chains help build context for the AI before performing specific tasks, improving performance. Users can copy and paste prompt chains into the ChatGPT Queue extension to process prompts in sequence. The repository includes example prompt chains for tasks like conducting AI company research, building SEO optimized blog posts, creating courses, revising resumes, enriching leads for CRM, personal finance document creation, workout and nutrition plans, marketing plans, and more.

The LLM Twin Course is a free, end-to-end framework for building production-ready LLM systems. It teaches you how to design, train, and deploy a production-ready LLM twin of yourself powered by LLMs, vector DBs, and LLMOps good practices. The course is split into 11 hands-on written lessons and the open-source code you can access on GitHub. You can read everything and try out the code at your own pace.

The LLM course is divided into three parts: 1. 🧩 **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. 🧑‍🔬 **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. 👷 **The LLM Engineer** focuses on creating LLM-based applications and deploying them. For an interactive version of this course, I created two **LLM assistants** that will answer questions and test your knowledge in a personalized way: * 🤗 **HuggingChat Assistant**: Free version using Mixtral-8x7B. * 🤖 **ChatGPT Assistant**: Requires a premium account. ## 📝 Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | 🧐 LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | 🥱 LazyMergekit | Easily merge models using MergeKit in one click. |  | | 🦎 LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | ⚡ AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | 🌳 Model Family Tree | Visualize the family tree of merged models. |  | | 🚀 ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

This practical free hands-on course focuses on Large Language models and their applications, providing a hands-on experience using models from OpenAI and the Hugging Face library. The course is divided into three major sections: Techniques and Libraries, Projects, and Enterprise Solutions. It covers topics such as Chatbots, Code Generation, Vector databases, LangChain, Fine Tuning, PEFT Fine Tuning, Soft Prompt tuning, LoRA, QLoRA, Evaluate Models, Knowledge Distillation, and more. Each section contains chapters with lessons supported by notebooks and articles. The course aims to help users build projects and explore enterprise solutions using Large Language Models.

WritingAIPaper is a comprehensive guide for beginners on crafting AI conference papers. It covers topics like paper structure, core ideas, framework construction, result analysis, and introduction writing. The guide aims to help novices navigate the complexities of academic writing and contribute to the field with clarity and confidence. It also provides tips on readability improvement, logical strength, defensibility, confusion time reduction, and information density increase. The appendix includes sections on AI paper production, a checklist for final hours, common negative review comments, and advice on dealing with paper rejection.

The LLM RAG Workshop repository provides a workshop on using Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) to generate and understand text in a human-like manner. It includes instructions on setting up the environment, indexing Zoomcamp FAQ documents, creating a Q&A system, and using OpenAI for generation based on retrieved information. The repository focuses on enhancing language model responses with retrieved information from external sources, such as document databases or search engines, to improve factual accuracy and relevance of generated text.

Twelvet is a permission management system based on Spring Cloud Alibaba that serves as a framework for rapid development. It is a scaffolding framework based on microservices architecture, aiming to reduce duplication of business code and provide a common core business code for both microservices and monoliths. It is designed for learning microservices concepts and development, suitable for website management, CMS, CRM, OA, and other system development. The system is intended to quickly meet business needs, improve user experience, and save time by incubating practical functional points in lightweight, highly portable functional plugins.

Civitai is a platform where people can share their stable diffusion models (textual inversions, hypernetworks, aesthetic gradients, VAEs, and any other crazy stuff people do to customize their AI generations), collaborate with others to improve them, and learn from each other's work. The platform allows users to create an account, upload their models, and browse models that have been shared by others. Users can also leave comments and feedback on each other's models to facilitate collaboration and knowledge sharing.

Advanced RAG Techniques is a comprehensive collection of cutting-edge Retrieval-Augmented Generation (RAG) tutorials aimed at enhancing the accuracy, efficiency, and contextual richness of RAG systems. The repository serves as a hub for state-of-the-art RAG enhancements, comprehensive documentation, practical implementation guidelines, and regular updates with the latest advancements. It covers a wide range of techniques from foundational RAG methods to advanced retrieval methods, iterative and adaptive techniques, evaluation processes, explainability and transparency features, and advanced architectures integrating knowledge graphs and recursive processing.

The LLM Prompt Tuning Playbook is a comprehensive guide for improving the performance of post-trained Language Models (LLMs) through effective prompting strategies. It covers topics such as pre-training vs. post-training, considerations for prompting, a rudimentary style guide for prompts, and a procedure for iterating on new system instructions. The playbook emphasizes the importance of clear, concise, and explicit instructions to guide LLMs in generating desired outputs. It also highlights the iterative nature of prompt development and the need for systematic evaluation of model responses.

draive is an open-source Python library designed to simplify and accelerate the development of LLM-based applications. It offers abstract building blocks for connecting functionalities with large language models, flexible integration with various AI solutions, and a user-friendly framework for building scalable data processing pipelines. The library follows a function-oriented design, allowing users to represent complex programs as simple functions. It also provides tools for measuring and debugging functionalities, ensuring type safety and efficient asynchronous operations for modern Python apps.

Start Machine Learning in 2024 is a comprehensive guide for beginners to advance in machine learning and artificial intelligence without any prior background. The guide covers various resources such as free online courses, articles, books, and practical tips to become an expert in the field. It emphasizes self-paced learning and provides recommendations for learning paths, including videos, podcasts, and online communities. The guide also includes information on building language models and applications, practicing through Kaggle competitions, and staying updated with the latest news and developments in AI. The goal is to empower individuals with the knowledge and resources to excel in machine learning and AI.

Awesome MLSecOps is a curated list of open-source tools, resources, and tutorials for MLSecOps (Machine Learning Security Operations). It includes a wide range of security tools and libraries for protecting machine learning models against adversarial attacks, as well as resources for AI security, data anonymization, model security, and more. The repository aims to provide a comprehensive collection of tools and information to help users secure their machine learning systems and infrastructure.

A comprehensive repository of resources for Chinese large language models (LLMs), including data processing tools, fine-tuning frameworks, inference libraries, evaluation platforms, RAG engines, agent frameworks, books, courses, tutorials, and tips. The repository covers a wide range of tools and resources for working with LLMs, from data labeling and processing to model fine-tuning, inference, evaluation, and application development. It also includes resources for learning about LLMs through books, courses, and tutorials, as well as insights and strategies from building with LLMs.

LLMInterviewQuestions is a repository containing over 100+ interview questions for Large Language Models (LLM) used by top companies like Google, NVIDIA, Meta, Microsoft, and Fortune 500 companies. The questions cover various topics related to LLMs, including prompt engineering, retrieval augmented generation, chunking, embedding models, internal working of vector databases, advanced search algorithms, language models internal working, supervised fine-tuning of LLM, preference alignment, evaluation of LLM system, hallucination control techniques, deployment of LLM, agent-based system, prompt hacking, and miscellaneous topics. The questions are organized into 15 categories to facilitate learning and preparation.

TinyTroupe is an experimental Python library that leverages Large Language Models (LLMs) to simulate artificial agents called TinyPersons with specific personalities, interests, and goals in simulated environments. The focus is on understanding human behavior through convincing interactions and customizable personas for various applications like advertisement evaluation, software testing, data generation, project management, and brainstorming. The tool aims to enhance human imagination and provide insights for better decision-making in business and productivity scenarios.

Prompt Engineering Techniques is a comprehensive repository for learning, building, and sharing prompt engineering techniques, from basic concepts to advanced strategies for leveraging large language models. It provides step-by-step tutorials, practical implementations, and a platform for showcasing innovative prompt engineering techniques. The repository covers fundamental concepts, core techniques, advanced strategies, optimization and refinement, specialized applications, and advanced applications in prompt engineering.

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Course content

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