Team Topologies
Matthew and Manuel's excellent book Team Topologies described the challenges and proposed patterns for organizing teams effectively. We'll explore their ideas, what patterns are working, and how they...
5 Jan 202518min
What are AI Agents?
AI agents are a type of compound AI system that uses a large language model (LLM) to control its logic. Compound AI systems combine models and other components to solve problems, and they are more ada...
4 Jan 202515min
Scaling AI Model Training and Inferencing Efficiently with PyTorch
https://youtu.be/85RfazjDPwA?si=TM2RugT9QEd1UOZj Comprehensive Overview of PyTorch Tools for Scaling AI Models Scaling AI models often involves adding more layers to neural networks to enhance their ...
31 Dec 202425min
What is PyTorch_ (Machine_Deep Learning)
https://youtu.be/fJ40w_2h8kk?si=YILy9Od6YICopdFf PyTorch is an open-source framework that simplifies the process of building, training, and deploying machine learning and deep learning models. The "...
27 Dec 202420min
What is Back Propagation
Back propagation is an algorithm that modifies the weights and biases of a neural network to reduce error and improve accuracy. The goal of back propagation is to minimize the difference between the n...
24 Dec 202414min
Large Language Models Are Zero Shot Reasoners
Zero-shot prompting asks a question without giving the LLM any other information. It can be unreliable because a word might have multiple meanings. For example, if you ask an LLM to "explain the diffe...
20 Dec 202414min
Supervised vs. Unsupervised Learning
Supervised learning uses labeled data, like a student learning with a teacher. Unsupervised learning uses unlabeled data and is more like self-study. Supervised learning knows the right answers in a...
17 Dec 202418min
Use AI-Powered Automation to Accelerate Auto Claims Processing
Insurance companies can reduce the stress of car accidents for their customers by using AI to streamline the claims process. Using AI, an insurance company can set up an automated claims processing wo...
13 Dec 20244min
