Join the experts at EVO AI as we unlock the power of Artificial Intelligence. We cover everything from Machine Learning & Artificial Neural Networks to GANs, MLOps, AIOps and Deep Learning. We look at latest developments, available platforms & technologies and how we can use these new emerging tools to get ahead.
All in an easy-to-understand format that includes both technical details Q&As and "how-to" episodes allowing everyone to join in: from AI-curious folk all the way to entrepreneurs and executives.
Tune in every Saturday evening if you're eager to stay at the forefront of AI innovation.
📻 Siste episoder av AI Unlocked
Her er de nyeste episodene tilgjengelige via RSS-feeden:
Data-Driven AI Customization | Leveraging LoRA, QLoRA, and PEFT Methods for Open Source Large Language Models (00:33:27)
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...
Flexibility and Cost vs Performance and Features | Open Source vs Closed Source LLMs (00:30:29)
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...
LoRa Networks and AI: Connecting the DoTs in IoT - From Smart Cities to Healthcare (00:40:03)
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...
AI behind the Wheel: Transforming Mobility with Robotics and Autonomous Systems (00:47:17)
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 ...
Frameworks of the Future: Decoding the Power of PyTorch and TensorFlow in Artificial Intelligence (00:38:41)
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...
The Industrial Mind: The Machine Learning (ML) Revolution (00:41:27)
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...
Harmonizing Innovation: Exploring AI Tools and Mechanics of Automated Prompt Music Composition (00:32:33)
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...
Transforming Futures: Unveiling the Power of AI's Transformer Technology (00:45:33)
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...
Empowering AI: The Secrets of the Encoder-Decoder Mechanism (00:42:22)
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...
Natural Language Processing (NLP) - the way machines understand human language (00:30:28)
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...
APIs: The Gateway to Large Language Models (00:26:52)
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...
What is Deep Learning and how does it work? (00:27:59)
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 ...
What is Prompt Engineering? (00:29:27)
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...
An introduction to Large Language Models (LLMs) (00:22:38)
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...
Is AI dangerous ? (00:16:28)
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...
What is AI ? (00:18:42)
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
...
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