Resources
Explore our curated collection of AI resources to empower your journey. Discover powerful language models, image generation tools, Speech-to-Text models, OCR tools, and Vector Embeddings. Access frameworks, online courses, community forums, research papers, and stay informed on AI ethics. Engage in competitions, follow AI blogs, and find funding opportunities.
Begin your AI journey today and unlock the potential of artificial intelligence.
Getting Started with AI
If you are just getting started with AI, we recommend you to go through the following resources.
Starter Template to Build AI-Driven Apps
If you are looking for a starter template to build AI-driven apps, we recommend you to go through the following starter templates.
Large Language Models
Large language models are powerful AI systems that understand and generate human-like text. They can help developers with tasks like translation, summarization, and creative writing.
Prompt Engineering
Prompt engineering refers to the process of crafting effective prompts or instructions to elicit desired responses from large language models. It involves tailoring the input text to guide the model's output and achieve specific outcomes.
Awesome ChatGPT
Discover the Awesome ChatGPT Resources repository on Github, a curated collection of valuable resources dedicated to ChatGPT.
Image Generation Models
Image generation models create new images using AI. They're useful for art, design, gaming, and content creation.
Speech-to-Text Models
Speech-to-text models convert spoken language into written text. They're used for transcription services, voice assistants, and closed captioning.
OCR tools (Image to Text / Documents to Text)
OCR technology extracts text from images or scanned documents, making them searchable and editable. It's used for digitizing documents and assisting visually impaired individuals.
Vector Embeddings
Vector embeddings are mathematical representations of objects that capture their meaning and relationships. They're used in various AI applications like language processing, recommendation systems, clustering for more efficient computations and comparisons.
Frameworks and Libraries
Frameworks and libraries provide pre-built tools and functions to simplify AI development. They offer a wide range of functionality, including neural networks, data manipulation, and model training.
Online Courses and Tutorials
Online courses and tutorials provide structured learning resources for AI. They cover various topics, from basic concepts to advanced techniques, helping learners enhance their knowledge and skills.
- AI Engineer Career Path
- Knowledge and Skills for an AI Career
- Machine Learning for Beginners
- Kaggle Learn
- Natural Language Processing (NLP) by Hugging Face
- Introduction to Machine Learning
- Open Machine Learning Course
- Machine Learning and Artificial Intelligence
- Machine Learning by Andrej Baranovskij
- Google Learn ML
- MIT Deep Learning Basics
- Stanford CS229: Machine Learning
- Practical Deep Learning
Community and Forums
AI communities and forums serve as platforms for collaboration, discussion, and knowledge sharing among AI enthusiasts, researchers, and practitioners. They offer a space to seek help, share ideas, and stay updated with the latest developments in the field.
Research Papers and Publications
Research papers and publications are valuable resources for staying informed about cutting-edge AI research. They provide in-depth analysis, methodologies, and findings in different AI domains.
AI Ethics and Responsible AI
AI ethics focuses on addressing ethical considerations and responsible practices in AI development and deployment. It ensures that AI systems are developed and used in a fair, transparent, and accountable manner.
AI Competitions and Challenges
AI competitions and challenges provide opportunities to showcase AI skills, solve real-world problems, and compete with other AI enthusiasts.
Blogs and Newsletters
AI blogs and newsletters offer a wealth of information, insights, and tutorials in a more casual and approachable format. They cover a wide range of AI topics, trends, and practical applications.
Funding and Grants
Funding and grants support AI research, projects, and initiatives. They provide financial resources to drive innovation and advancement in the field of AI.
Statistics for Machine Learning
Explore the essential role of statistics in Machine Learning (ML) through a curated collection of resources. Discover key statistical concepts and their practical application in ML algorithms.
Linear Algebra for Machine Learning
Uncover the fundamental significance of linear algebra in the context of Machine Learning (ML) with our curated resources.
Mathematics for AI/ML/DS
Discover the mathematical foundations of Artificial Intelligence (AI), Machine Learning (ML), and Data Science (DS).
Platforms
Explore a diverse selection of platforms that offer a sophisticated and user-centric environment, accompanied by comprehensive toolsets tailored to facilitate seamless integration and utilization of AI technology.
Tools
Discover powerful and user-centric platforms with comprehensive toolsets for seamless integration and utilization of AI technology.
Datasets
Discover a diverse range of datasets for AI development and AI research. These datasets are valuable resources for training AI models and testing AI applications.
Podcasts
Discover a diverse range of podcasts exploring AI/ML. Immerse yourself in captivating conversations, expert insights, and cutting-edge advancements. From industry leaders to researchers, these podcasts offer a rich tapestry of perspectives.
Others
Explore a diverse range of additional resources. These resources provide valuable insights and practical applications beyond the scope of the previously mentioned resources.
We welcome your input on valuable AI resources. If you know of any good resources on AI, please get in touch with us. Your contributions are greatly appreciated as we strive to build a comprehensive collection of AI knowledge and tools.