Top 50 AI Technologies
AI Symplified has developed 2-3 minute videos of the Top 50 AI Trends & Technologies that every professional from executive to entry level should know. After watching these videos you will have a multi-dimensional foundation on AI that enables you to more effectively integrate it in your daily work and throughout your organization.
Agentic Systems
Autonomous systems enabling adaptive actions
Introduction to Agentic Systems
Reinforcement Learning
Multi-Agent Orchestration
Models
Driving inference and powering AI solutions.
Introduction to AI Models
Neural Networks
Large Language Models (LLMs)
Transformer Architecture
Foundation Models
Prompt Engineering
Training vs. Inference
World Models
Machine Learning Frameworks (PyTorch & TensorFlow)
Retrieval Augmented Generation (RAG)
Data
Foundation of insights and decision-making.
Data Lakehouses
Synthetic Data
Infrastructure
Hardware engine powering systems.
Data Centers
Edge Computing
Compute
Brains behind every system and application.
Graphics Processing Units (GPUs)
CUDA
Tensor Processing Units (TPUs)
Semiconductors & Integrated Circuits
Extra Credit
Below we have curated additional best-in-class educational resources that enable you to delve deeper into the technologies driving the AI ecosystem
Technical Dive into How GPUs Work
Marc Andreessen (a16z) on current state of AI (October 2024)
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