Best AI tools for< Improve Teaching Practice >

EdTechTeacher is an innovative AI tool designed to support educators and schools in integrating artificial intelligence into teaching and learning. The platform offers professional development services, workshops, coaching, and resources to help educators enhance their teaching practices with AI technology. EdTechTeacher also collaborates with edtech businesses and organizations to promote equity and inclusion in education through research, partnerships, and software audits.

Teach Catalyst AI is an AI-powered teaching assistant designed to make teachers' work easier and more efficient. It offers a wide range of tools and templates to help teachers with tasks such as creating lesson plans, worksheets, quizzes, and student reports. Teach Catalyst AI also provides insights into teaching practices and helps teachers improve their classroom management skills. With Teach Catalyst AI, teachers can save time, reduce stress, and focus on what matters most: teaching.

Speakable is an AI-powered language learning platform that offers a variety of interactive activities to help students improve their language skills. It provides instant feedback on pronunciation, writing, and speaking exercises, as well as tools for grading, proficiency estimation, and progress tracking. Speakable also features shared curriculum spaces for educators to collaborate and share resources, integrations with popular platforms like Google and Clever, and multimedia-rich activities to enhance learning. The platform aims to engage students in dynamic activities that promote practice and growth while saving time for educators.

Class Companion is an AI teaching assistant tool designed to provide instant coaching and AI feedback to students on their assignments. It helps improve student engagement and outcomes by offering multiple attempts, targeted help, and personalized feedback. The tool supports various subjects and grades, allowing teachers to save time on manual feedback and focus on lesson planning and individual instruction. With features like AI-generated content, in-depth reporting, and customizable rubrics, Class Companion aims to enhance student learning and comprehension.

LEXICON is an AI-powered platform designed to enhance English learning through a combination of expert teachers and artificial intelligence. The platform offers personalized lesson programs developed by teachers to accelerate English speaking skills. By integrating AI technologies into language teaching methods, LEXICON provides a faster and more efficient learning experience. Users can benefit from specialized AI-supported exercises and receive detailed feedback on errors made during lessons. With over 10 years of experience in the software industry, LEXICON is committed to providing learners with tools tailored for language acquisition.

Dhime is an AI-powered dance coaching application that allows users to learn dance conveniently from expert video tutorials, practice with AI guidance and feedback, and improve their dance skills with confidence. It offers unlimited practice, personalized lessons, and continuous progress tracking for effective learning. Dhime serves as a platform for both tutors and dance academies to reach worldwide students and enhance their teaching methods. The application ensures privacy by recording and analyzing dance videos internally without sharing them externally. With Dhime, users can learn dance anytime, anywhere, and at their own pace.

SpeakPal is an AI language learning platform that offers stages of vocabulary, phrases, daily dialogues, writing, and downloadable exercises. It supports interactive chat with an AI language tutor and is available in 28 languages. The platform provides immersive language experiences and personalized teaching approaches to make language learning efficient and enjoyable.

Buddy.ai is an AI-powered early learning platform designed to teach English to children aged 3-7 in a playful and interactive way. The platform offers 1:1 voice-based learning games and lessons to help children develop essential skills for school success. With a focus on fun and personalized teaching, Buddy.ai provides a safe learning space free from ads and extra charges. The platform covers a wide range of subjects, including language, literacy, math, science, art, music, and more, following the U.S. educational system. Buddy.ai uses advanced voice recognition and AI technology to engage children in interactive lessons and games, promoting learning through storytelling, spaced repetition, and total physical response.

Lecturio is an award-winning, AI-powered, all-in-one study tool designed for medical and nursing students. It offers comprehensive learning content, personalized tutoring, and resources for various medical and nursing courses, exams, and specialties. Lecturio integrates evidence-based learning tools and strategies to enhance students' study routines and exam performance. The platform aims to help students achieve mastery of medical and nursing concepts through innovative teaching methods and advanced technology.

Coschool is an AI-powered assistant designed to help teachers save time and improve their teaching. With Coschool, teachers can access a variety of tools and resources to help them plan lessons, create assignments, grade papers, and communicate with students and parents. Coschool also provides teachers with personalized recommendations and support to help them improve their teaching skills.

Lingolette is an AI language teaching machine that helps users master a language faster through personalized neural network chat-based tools. It speaks with users like a real teacher, motivates them on their learning journey, adapts to their learning style, and explains concepts clearly. Lingolette aims to enhance users' talking skills, pronunciation, and overall language learning experience.

Edexia is an AI-powered platform designed to revolutionize the assessment process in education. It offers advanced features such as AI assessment moderation and feedback, aiming to improve all aspects of assessment while saving teachers up to 80% of their time. Edexia focuses on providing better feedback, grading, insights, and efficiency, ultimately transforming the assessment experience for both teachers and students. The platform is trusted by various schools and is committed to positively impacting education by enhancing the teacher-student connection and improving student outcomes.

Educationist.AI is an AI-powered platform designed to enhance the field of education. It utilizes artificial intelligence to provide personalized learning experiences, optimize teaching methods, and improve student outcomes. The platform offers a wide range of educational tools and resources, catering to students, teachers, and educational institutions. With its innovative approach, Educationist.AI aims to revolutionize the way education is delivered and received.

VoiceCanvas is an advanced AI-powered multilingual voice synthesis and voice cloning platform that offers instant text-to-speech in over 40 languages. It utilizes cutting-edge AI technology to provide high-quality voice synthesis with natural intonation and rhythm, along with personalized voice cloning for more human-like AI speech. Users can upload voice samples, have AI analyze voice features, generate personalized AI voice models, input text for conversion, and apply the cloned AI voice model to generate natural voice speech. VoiceCanvas is highly praised by language learners, content creators, teachers, business owners, voice actors, and educators for its exceptional voice quality, multiple language support, and ease of use in creating voiceovers, learning materials, and podcast content.

THE Journal is an AI-powered educational technology platform that focuses on providing the latest news, insights, and resources related to technology in education. It covers a wide range of topics such as cybersecurity, AI applications in education, STEM education, and emerging trends in educational technology. THE Journal aims to transform education through the integration of technology, offering valuable information to educators, administrators, and policymakers to enhance teaching and learning experiences.

TeachEdge.ai is an innovative AI-powered platform designed to revolutionize the field of education. It leverages cutting-edge artificial intelligence technology to provide personalized learning experiences for students, streamline administrative tasks for educators, and enhance overall teaching effectiveness. With advanced algorithms and machine learning capabilities, TeachEdge.ai offers a comprehensive suite of tools and resources to optimize the learning process and improve educational outcomes.

AI Unlock is a sales training platform that focuses on teaching sales teams how to leverage AI to improve efficiency and productivity. The platform offers comprehensive training on AI fundamentals, sales techniques, industry knowledge, AI products, consultative selling, data literacy, communication skills, competitive analysis, ethical considerations, and continuous learning in AI. AI Unlock aims to help companies stay ahead in the fast-evolving AI industry by providing effective, fast, and low-cost AI training programs. The platform also offers on-going training, updates, and a community of AI sales professionals to support continuous learning and development.

CodeKidz is a personalized AI-driven learning platform designed for students, educators, and parents. It offers a lifelike, one-on-one teaching experience with AI tutors, a wide range of courses in programming, AI, art, and science, rewards and achievements system, monitoring and enhancing learning progress, self-study room with interactive features, and customized AI tutors. The platform aims to make learning engaging, fun, and relevant by leveraging AI technology.

The Petrie-Flom Center at Harvard Law School is a leading center for the study of health law and policy. The Center's mission is to improve the health of the public through research, teaching, and advocacy. The Center's work focuses on a wide range of health law and policy issues, including access to care, the regulation of health care providers, and the ethical and legal implications of new health technologies.

Essay Grader AI is an AI-powered tool designed to help teachers grade essays quickly and efficiently. It provides specific feedback on essays, error identification, customizable rubrics, summarization, AI detection, bulk upload, and class organization features. Additionally, it offers Magic AI tools for generating questions, lesson plans, assessments, and more. The tool aims to save teachers time, improve grading accuracy, and enhance the overall teaching experience.

AI-Learning is a free e-book for neural network/deep learning teaching. In the first volume, you will initially learn about neural networks, deeply understand its essence and design principles, and improve it accordingly, ultimately putting it into simple practice. The book supports bilingual practice in JS/C++, equipped with a massive interactive Geogebra mathematical animation demonstration to help you learn neural networks in a simple and profound way. Join us for discussions and suggestions for modifications.

This course has 18 lessons. Each lesson covers its own topic so start wherever you like! Lessons are labeled either "Learn" lessons explaining a Generative AI concept or "Build" lessons that explain a concept and code examples in both **Python** and **TypeScript** when possible. Each lesson also includes a "Keep Learning" section with additional learning tools. **What You Need** * Access to the Azure OpenAI Service **OR** OpenAI API - _Only required to complete coding lessons_ * Basic knowledge of Python or Typescript is helpful - *For absolute beginners check out these Python and TypeScript courses. * A Github account to fork this entire repo to your own GitHub account We have created a **Course Setup** lesson to help you with setting up your development environment. Don't forget to star (🌟) this repo to find it easier later. ## 🧠 Ready to Deploy? If you are looking for more advanced code samples, check out our collection of Generative AI Code Samples in both **Python** and **TypeScript**. ## 🗣️ Meet Other Learners, Get Support Join our official AI Discord server to meet and network with other learners taking this course and get support. ## 🚀 Building a Startup? Sign up for Microsoft for Startups Founders Hub to receive **free OpenAI credits** and up to **$150k towards Azure credits to access OpenAI models through Azure OpenAI Services**. ## 🙏 Want to help? Do you have suggestions or found spelling or code errors? Raise an issue or Create a pull request ## 📂 Each lesson includes: * A short video introduction to the topic * A written lesson located in the README * Python and TypeScript code samples supporting Azure OpenAI and OpenAI API * Links to extra resources to continue your learning ## 🗃️ Lessons | | Lesson Link | Description | Additional Learning | | :-: | :------------------------------------------------------------------------------------------------------------------------------------------: | :---------------------------------------------------------------------------------------------: | ------------------------------------------------------------------------------ | | 00 | Course Setup | **Learn:** How to Setup Your Development Environment | Learn More | | 01 | Introduction to Generative AI and LLMs | **Learn:** Understanding what Generative AI is and how Large Language Models (LLMs) work. | Learn More | | 02 | Exploring and comparing different LLMs | **Learn:** How to select the right model for your use case | Learn More | | 03 | Using Generative AI Responsibly | **Learn:** How to build Generative AI Applications responsibly | Learn More | | 04 | Understanding Prompt Engineering Fundamentals | **Learn:** Hands-on Prompt Engineering Best Practices | Learn More | | 05 | Creating Advanced Prompts | **Learn:** How to apply prompt engineering techniques that improve the outcome of your prompts. | Learn More | | 06 | Building Text Generation Applications | **Build:** A text generation app using Azure OpenAI | Learn More | | 07 | Building Chat Applications | **Build:** Techniques for efficiently building and integrating chat applications. | Learn More | | 08 | Building Search Apps Vector Databases | **Build:** A search application that uses Embeddings to search for data. | Learn More | | 09 | Building Image Generation Applications | **Build:** A image generation application | Learn More | | 10 | Building Low Code AI Applications | **Build:** A Generative AI application using Low Code tools | Learn More | | 11 | Integrating External Applications with Function Calling | **Build:** What is function calling and its use cases for applications | Learn More | | 12 | Designing UX for AI Applications | **Learn:** How to apply UX design principles when developing Generative AI Applications | Learn More | | 13 | Securing Your Generative AI Applications | **Learn:** The threats and risks to AI systems and methods to secure these systems. | Learn More | | 14 | The Generative AI Application Lifecycle | **Learn:** The tools and metrics to manage the LLM Lifecycle and LLMOps | Learn More | | 15 | Retrieval Augmented Generation (RAG) and Vector Databases | **Build:** An application using a RAG Framework to retrieve embeddings from a Vector Databases | Learn More | | 16 | Open Source Models and Hugging Face | **Build:** An application using open source models available on Hugging Face | Learn More | | 17 | AI Agents | **Build:** An application using an AI Agent Framework | Learn More | | 18 | Fine-Tuning LLMs | **Learn:** The what, why and how of fine-tuning LLMs | Learn More |

Mastering GitHub Copilot for AI Paired Programming is a comprehensive course designed to equip you with the skills and knowledge necessary to harness the power of GitHub Copilot, an AI-driven coding assistant. Through a series of engaging lessons, you will learn how to seamlessly integrate GitHub Copilot into your workflow, leveraging its autocompletion, customizable features, and advanced programming techniques. This course is tailored to provide you with a deep understanding of AI-driven algorithms and best practices, enabling you to enhance code quality and accelerate your coding skills. By embracing the transformative power of AI paired programming, you will gain the tools and confidence needed to succeed in today's dynamic software development landscape.

This repository is a curated collection of resources for fine-tuning Large Language Models (LLMs) like GPT, BERT, RoBERTa, and their variants. It includes tutorials, papers, tools, frameworks, and best practices to aid researchers, data scientists, and machine learning practitioners in adapting pre-trained models to specific tasks and domains. The resources cover a wide range of topics related to fine-tuning LLMs, providing valuable insights and guidelines to streamline the process and enhance model performance.

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 LLM for APR is a repository dedicated to exploring the capabilities of Large Language Models (LLMs) in Automated Program Repair (APR). It provides a comprehensive collection of research papers, tools, and resources related to using LLMs for various scenarios such as repairing semantic bugs, security vulnerabilities, syntax errors, programming problems, static warnings, self-debugging, type errors, web UI tests, smart contracts, hardware bugs, performance bugs, API misuses, crash bugs, test case repairs, formal proofs, GitHub issues, code reviews, motion planners, human studies, and patch correctness assessments. The repository serves as a valuable reference for researchers and practitioners interested in leveraging LLMs for automated program repair.

Awesome Responsible AI is a curated list of academic research, books, code of ethics, courses, data sets, frameworks, institutes, newsletters, principles, podcasts, reports, tools, regulations, and standards related to Responsible, Trustworthy, and Human-Centered AI. It covers various concepts such as Responsible AI, Trustworthy AI, Human-Centered AI, Responsible AI frameworks, AI Governance, and more. The repository provides a comprehensive collection of resources for individuals interested in ethical, transparent, and accountable AI development and deployment.

LLM-Synthetic-Data is a repository focused on real-time, fine-grained LLM-Synthetic-Data generation. It includes methods, surveys, and application areas related to synthetic data for language models. The repository covers topics like pre-training, instruction tuning, model collapse, LLM benchmarking, evaluation, and distillation. It also explores application areas such as mathematical reasoning, code generation, text-to-SQL, alignment, reward modeling, long context, weak-to-strong generalization, agent and tool use, vision and language, factuality, federated learning, generative design, and safety.

The Alignment Handbook provides robust training recipes for continuing pretraining and aligning language models with human and AI preferences. It includes techniques such as continued pretraining, supervised fine-tuning, reward modeling, rejection sampling, and direct preference optimization (DPO). The handbook aims to fill the gap in public resources on training these models, collecting data, and measuring metrics for optimal downstream performance.

LLM Engineering is an 8-week course designed to help learners master AI and LLMs through a series of projects that gradually increase in complexity. The course covers setting up the environment, working with APIs, using Google Colab for GPU processing, and building an autonomous Agentic AI solution. Learners are encouraged to actively participate, run code cells, tweak code, and share their progress with the community. The emphasis is on practical, educational projects that teach valuable business skills.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

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.

This repository aims to promote global equality for individuals pursuing a PhD in NLP by providing resources and information on various aspects of the academic journey. It covers topics such as applying for a PhD, getting research opportunities, preparing for the job market, and succeeding in academia. The repository is actively updated and includes contributions from experts in the field.

The 'awesome-mobile-robotics' repository is a curated list of important content related to Mobile Robotics and AI. It includes resources such as courses, books, datasets, software and libraries, podcasts, conferences, journals, companies and jobs, laboratories and research groups, and miscellaneous resources. The repository covers a wide range of topics in the field of Mobile Robotics and AI, providing valuable information for enthusiasts, researchers, and professionals in the domain.

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.

Provides comprehensive guidance on educational standards and assessments.

Teaching English idioms with interactive questions 用互动问题教英文成语

Skilled in teaching C++ 98 with clear, beginner-friendly examples.

Teaching and guiding users in blackjack

Expert at teaching you Latvian, step by step!

Master Class - Teaching and creating code examples.

Expert in NLP, persuasion, and body language, teaching through lessons and practical tests.

Expert at teaching you Serbian, step by step!

I teach Japanese through Teresa Teng's songs, with patience and kindness.

A chatbot offering psychological counseling based on Buddha's teachings.

A personal assistant to help you use the PAIR framework for your module.

Give me a lesson and I can give you feedback based on Rosenshine's "Principles of Instruction"

Transforms basic prompts for educators using the PREPARED framework from TheAIEducator.io

教育辅助GPT，辅导教师编写教案和学生学习

Educational feedback using RISE Model

Quiz creator for DigComp 2.2

Türkiye'deki öğretmenlere eğitim kaynakları ve resmi prosedür rehberliği sağlar, Türkçe kullanır.

Der Ausbildungscoach | AEVO-Ausbilderschein von Christina Himmelmann hilft dabei, die Ausbildereignungsprüfung nach AEVO bestenfalls mit Erfolg abzulegen ( ohne Gewähr )

A detailed AI course builder, providing in-depth AI educational content.

An assistant that intends to help TAs respond to their students' emails, messages, provide homework feedback and give instructions, and help improve the section discussion slides.