Empowering AI: The Secrets of the Encoder-Decoder Mechanism
In this episode, we will cover: Introduction to Encoder-Decoder Mechanisms Basics of Neural Machine Translation Deep Dive into the Encoder-Decoder Model The Power of Attention in Neural Networ...
6 Okt 202342min
Natural Language Processing (NLP) - the way machines understand human language
This episode has the following structure and topics: Introduction to NLP AG limpse into Natural Language Processing History Understanding NLP: Basics and Mechanics Applications of Natural Langu...
1 Okt 202330min
APIs: The Gateway to Large Language Models
In this episode, we cover REST, SOAP, GraphQL, gRPC and WebSocket APIs. We also look at API principles from API First Design to Rate Limiting and OAuth. Then we look at API Tools from Postman to Swagg...
24 Sep 202326min
What is Deep Learning and how does it work?
Introduction to Deep Learning The Evolution of Deep Learning - A Historical Perspective The Brain Behind Deep Learning - Artificial Neural Networks: Types of Deep Learning - CNNs, RNNs, and ...
17 Sep 202327min
What is Prompt Engineering?
In this episode, we cover what is Prompt Engineering, we look at what is a good prompt or a bad one, when there is too much or too little information in a prompt, how and why an LLM treats various wor...
3 Sep 202329min
An introduction to Large Language Models (LLMs)
In this episode we will cover: What are Large Language Models and What are Foundation Models? Major LLMs: Falcon LLM GPT -3 and GPT -4 PaLM BARD BERT Claude and Claude 2 LLaMA and L...
27 Aug 202322min
Is AI dangerous ?
Can AI become a force of good or are we going to lose control over it? In this episode, we look at how AI can evolve as we are at a crossroads. Are we going to be smart enough and develop artificial...
27 Aug 202316min
What is AI ?
In our Inaugural Episode, we cover briefly: Section 1: Artificial Intelligence (AI) and Machine Learning Section 2: Supervised vs. Unsupervised Learning Section 3: Deep Learning and Generative Models ...
27 Aug 202318min
