Data-Driven AI Customization | Leveraging LoRA, QLoRA, and PEFT Methods for Open Source Large Language Models
Today's Episode about LoRA, QLoRA and PEFT tecniques has the following structure: Introduction Introduction to the central themes of open-source AI models, their reliance on training data, and the...
17 Dec 202333min
Flexibility and Cost vs Performance and Features | Open Source vs Closed Source LLMs
In this episode about Open-Source vs Closed-Source LLMs, we will cover the following: Introduction Brief introduction to the topic. Overview of what will be covered in the episode, including his...
10 Dec 202330min
LoRa Networks and AI: Connecting the DoTs in IoT - From Smart Cities to Healthcare
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 communication in the IoT landscape. Introduction to LoRa...
3 Dec 202340min
AI behind the Wheel: Transforming Mobility with Robotics and Autonomous Systems
In today's episode we will cover the following: Mathematics and machine learning are foundational for autonomous systems. Calculus, linear algebra, and probability theory are used in self-driving ...
26 Nov 202347min
Frameworks of the Future: Decoding the Power of PyTorch and TensorFlow in Artificial Intelligence
In this "AI Unlocked" episode, we will cover the following: Pytorch and TensorFlow Overview: Both are key AI frameworks with diverse applications in AI. Development and Features: PyTorch, by Facebo...
11 Nov 202338min
The Industrial Mind: The Machine Learning (ML) Revolution
Explore the essence of machine learning (ML) and its distinction from broader artificial intelligence (AI) concepts. Unpack why ML is the preferred choice for various industrial applications over tra...
4 Nov 202341min
Harmonizing Innovation: Exploring AI Tools and Mechanics of Automated Prompt Music Composition
In this episode, we will discuss AI music generation. Transformers and Diffusion models that help AI create music, the mathematics behind AI music generation. We will also cover some tools that are ei...
28 Okt 202332min
Transforming Futures: Unveiling the Power of AI's Transformer Technology
In today's episode of AI Unlocked, we will cover the following: Introduction to Transformers in AI: Explanation of the Transformer architecture and its impact on AI. Discussion on how Transforme...
28 Okt 202345min
