AI Unlocked
Activity Overview
Episode publication activity over the past year
Episodes
Data-Driven AI Customization | Leveraging LoRA, QLoRA, and PEFT Methods for Open Source Large Language Models
17 Dec 2023
Contributed by Lukas
Today's Episode about LoRA, QLoRA and PEFT tecniques has the following structure: Introduction Introduction to the central themes of open-sour...
Flexibility and Cost vs Performance and Features | Open Source vs Closed Source LLMs
10 Dec 2023
Contributed by Lukas
In this episode about Open-Source vs Closed-Source LLMs, we will cover the following: Introduction Brief introduction to the topic. Overview of ...
LoRa Networks and AI: Connecting the DoTs in IoT - From Smart Cities to Healthcare
03 Dec 2023
Contributed by Lukas
In this episode we cover: AI and LoRa Networks AI plays a vital role in enhancing LoRa networks, which are crucial for long-range, low-power communi...
AI behind the Wheel: Transforming Mobility with Robotics and Autonomous Systems
26 Nov 2023
Contributed by Lukas
 In today's episode we will cover the following: Mathematics and machine learning are foundational for autonomous systems. Calculus, linear a...
Frameworks of the Future: Decoding the Power of PyTorch and TensorFlow in Artificial Intelligence
11 Nov 2023
Contributed by Lukas
In this "AI Unlocked" episode, we will cover the following: Pytorch and TensorFlow Overview: Both are key AI frameworks with diverse appli...
The Industrial Mind: The Machine Learning (ML) Revolution
04 Nov 2023
Contributed by Lukas
Explore the essence of machine learning (ML) and its distinction from broader artificial intelligence (AI) concepts. Unpack why ML is the preferred...
Harmonizing Innovation: Exploring AI Tools and Mechanics of Automated Prompt Music Composition
28 Oct 2023
Contributed by Lukas
In this episode, we will discuss AI music generation. Transformers and Diffusion models that help AI create music, the mathematics behind AI music gen...
Transforming Futures: Unveiling the Power of AI's Transformer Technology
28 Oct 2023
Contributed by Lukas
In today's episode of AI Unlocked, we will cover the following: Introduction to Transformers in AI: Explanation of the Transformer architectur...
Empowering AI: The Secrets of the Encoder-Decoder Mechanism
06 Oct 2023
Contributed by Lukas
In this episode, we will cover: Introduction to Encoder-Decoder Mechanisms Basics of Neural Machine Translation Deep Dive into the Encoder-Decode...
Natural Language Processing (NLP) - the way machines understand human language
01 Oct 2023
Contributed by Lukas
This episode has the following structure and topics: Introduction to NLP AG limpse into Natural Language Processing History Understanding NLP: Ba...
APIs: The Gateway to Large Language Models
24 Sep 2023
Contributed by Lukas
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 OAut...
What is Deep Learning and how does it work?
17 Sep 2023
Contributed by Lukas
Introduction to Deep Learning The Evolution of Deep Learning - A Historical Perspective The Brain Behind Deep Learning - Artificial Neural Net...
What is Prompt Engineering?
03 Sep 2023
Contributed by Lukas
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 ...
An introduction to Large Language Models (LLMs)
27 Aug 2023
Contributed by Lukas
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...
Is AI dangerous ?
27 Aug 2023
Contributed by Lukas
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 ...
What is AI ?
27 Aug 2023
Contributed by Lukas
In our Inaugural Episode, we cover briefly: Section 1: Artificial Intelligence (AI) and Machine Learning Section 2: Supervised vs. Unsupervised Learni...