Code Conversations
Episodes
What are AI Agents?
04 Jan 2025
Contributed by Lukas
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 c...
Scaling AI Model Training and Inferencing Efficiently with PyTorch
31 Dec 2024
Contributed by Lukas
https://youtu.be/85RfazjDPwA?si=TM2RugT9QEd1UOZj Comprehensive Overview of PyTorch Tools for Scaling AI Models Scaling AI models often involves addin...
What is PyTorch_ (Machine_Deep Learning)
27 Dec 2024
Contributed by Lukas
https://youtu.be/fJ40w_2h8kk?si=YILy9Od6YICopdFf PyTorch is an open-source framework that simplifies the process of building, training, and deployin...
What is Back Propagation
24 Dec 2024
Contributed by Lukas
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 pr...
Large Language Models Are Zero Shot Reasoners
20 Dec 2024
Contributed by Lukas
Zero-shot prompting asks a question without giving the LLM any other information. It can be unreliable because a word might have multiple meanings....
Supervised vs. Unsupervised Learning
17 Dec 2024
Contributed by Lukas
Supervised learning uses labeled data, like a student learning with a teacher. Unsupervised learning uses unlabeled data and is more like self-study. ...
Use AI-Powered Automation to Accelerate Auto Claims Processing
13 Dec 2024
Contributed by Lukas
Insurance companies can reduce the stress of car accidents for their customers by using AI to streamline the claims process. Using AI, an insurance co...
What is an RBM?
10 Dec 2024
Contributed by Lukas
A Restricted Boltzmann Machine (RBM) is a probabilistic graphical model used for unsupervised learning. RBMs help discover hidden structures in data, ...
What is a Knowledge Graph?
06 Dec 2024
Contributed by Lukas
Knowledge graphs are a powerful tool for organizing and understanding information. They consist of nodes, which represent entities such as people, p...
What is Random Forest?
03 Dec 2024
Contributed by Lukas
Random Forest is a machine learning model used for making predictions. It uses a collection of decision trees, each trained on a random subset of data...
What is NLP (Natural Language Processing)?
30 Nov 2024
Contributed by Lukas
Natural language processing (NLP) is a field of artificial intelligence that enables computers to understand and process human language. This video f...
What are GANs (Generative Adversarial Networks)?
26 Nov 2024
Contributed by Lukas
Generative Adversarial Networks (GANs) are a type of unsupervised machine learning algorithm where two submodels, a generator and a discriminator, com...
What are Convolutional Neural Networks (CNNs)?
22 Nov 2024
Contributed by Lukas
The source is a video from IBM Technology on YouTube that explains the concept of convolutional neural networks (CNNs) in an easy-to-understand manner...
Why Are There So Many Foundation Models?
20 Nov 2024
Contributed by Lukas
The provided text explains the growing prevalence of foundation models in artificial intelligence. These models are large-scale neural networks trai...
Five Steps to Create a New AI Model
16 Nov 2024
Contributed by Lukas
The video transcript from IBM Technology describes a five-stage workflow for creating specialized AI models using foundation models. The workflow beg...
Intro to Large Language Models
13 Nov 2024
Contributed by Lukas
This excerpt from Andrej Karpathy's YouTube video, "[1hr Talk] Intro to Large Language Models," provides a comprehensive overview of large language mo...
Large Language Models (LLMs) - Everything You NEED To Know
10 Nov 2024
Contributed by Lukas
A brief introduction to everything you need to know about Large Language Models (LLMs) to go from knowing nothing to having a solid foundation of unde...
What are Large Language Models (LLMs)?
07 Nov 2024
Contributed by Lukas
Learn about Large Language Models (LLMs), a powerful neural network that enables computers to process and generate language better than ever before. D...
Introduction to large language models
03 Nov 2024
Contributed by Lukas
Large Language Models (LLMs) and Generative AI intersect and they are both part of deep learning. Watch this video to learn about LLMs, including use ...
How Event Driven Architectures Go Wrong & How to Fix Them
29 Oct 2024
Contributed by Lukas
This is an excerpt from a talk at the GOTO 2024 conference about how event-driven architectures can go wrong. The speaker, Matthew Meckes, first estab...
Event-Driven Architecture by Martin Fowler
22 Oct 2024
Contributed by Lukas
Martin Fowler, a renowned software developer, discusses the various interpretations of event-driven architecture. He identifies four common patterns t...
Darkside of Event-Driven Architecture
19 Oct 2024
Contributed by Lukas
Event-Driven Architecture has a lot of benefits but comes at a cost of another set of problems. Visibility into workflows and business processes, cons...
A Beginner's Guide to Event-Driven Architecture
15 Oct 2024
Contributed by Lukas
In this gentle introduction to Event-Driven Architecture, we will explore real-world use cases and main concepts such as Event Notification, CQRS, Eve...
Event Driven Architecture by Dave Farley
12 Oct 2024
Contributed by Lukas
This video explores the fundamentals of event-driven architecture (EDA), highlighting its increasing popularity, particularly for larger and more comp...
Event-Driven Architecture
06 Oct 2024
Contributed by Lukas
The video from the YouTube channel "Alex Hyett" explores the concept of event-driven architecture in the context of microservices. The video highlig...
Event-Driven Architecture vs Request-Response Architecture
03 Oct 2024
Contributed by Lukas
We deep dive in the differences between two architectural approaches used for building applications: event-driven architecture (EDA) and request/respo...