At Synaptiks.ai, we believe AI is for everyone—not just researchers or developers. This document outlines three distinct paths for learning AI: Novice, Enthusiast, and Geek. Each path offers tailored resources and milestones to help individuals navigate the world of AI at their own pace, from understanding basic concepts to diving deep into AI development. We emphasize the importance of hands-on learning and experimentation with AI tools to truly grasp the technology's potential.
Perfect for beginners who want to grasp fundamental AI concepts through user-friendly resources and interactive materials.
Ideal for those ready to experiment with AI tools and applications, gaining practical experience through real-world projects.
Designed for those ready to master advanced concepts and development techniques in artificial intelligence.
For those looking to grasp AI's potential and its role in business and society, the Novice path offers a comprehensive introduction to AI concepts and applications.
What is AI? Simplified concepts without the jargon.
Examples across industries (healthcare, finance, retail, etc.).
Opportunities, risks, and ethical considerations.
Think about how AI could be applied in your industry or organization and send us your ideas !
For those with basic AI knowledge, ready to start building and experimenting, the Enthusiast path offers practical tools and resources for hands-on learning.
Practical AI: From data collection to building simple models.
Notebooks, Pandas, PyTorch, and many more!
Go on Huggingface, download the model of your choice and finetune it to your own need !
For advanced learners ready to experiment, innovate, and contribute to AI research, the Geek path offers resources for deep diving into AI development.
Advanced architectures: Transformers, MoE, and Reinforcement Learning …
Reading, implementing, and replicating research papers.
Using GPUs, TPUs, and deploying AI models at scale.
Join EleutherAI discord and participate to the discussions !
Learning AI