AI Unlocked

By EVO AI

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 loo... more

· Science

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FAQs about AI Unlocked:

How many episodes does AI Unlocked have?

The podcast currently has 18 episodes available.

AI Unlocked episodes:

October 06, 2023Empowering 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 Networks

Recent Advancements in Encoder-Decoder Mechanisms

Practical Applications of Encoder-Decoder Models

Beyond Transformers: Other Mechanisms

Training and Fine-tuning Explained

Inference in Encoder-Decoder Mechanisms

Training Models with Attention

Conclusion and Future Forecasts (5 minutes)
...more
43min
October 01, 2023Natural 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 Language Processing

The Potential of NLP

Future Developments and Challenges

Natural Language Processing in Action: Applications and Use-Cases

Conclusion
...more
31min
September 24, 2023 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 Swagger and Insomnia, then to API Gateway, SoapUI and JMeter.
Then we move to some Real-World Applications of APIs in Driving Large Language Models such as Content Creation, Chatbots, Language Translation Services, Education, Sentiment Analysis, Voice Assistants, Text-to-Speech and Speech-to-Text Services.
We also look at the mathematics that underpin APIs and future trends of APIs.
...more
27min
September 17, 2023What 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 More

Training Deep Learning Models - How Do They Learn?:

Real-World Applications - Where is Deep Learning Used?:

Challenges and Ethical Considerations

The Future of Deep Learning - What’s Next?:
...more
28min
September 03, 2023 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 words from a prompt in a different way and what decomposition means for
crafting a good suite of prompts that can solve very complex problems.
...more
30min
August 27, 2023An 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 LLaMA 2

ERNIE 3.0

Bloom

Turing-NLG

Chinchilla
...more
23min
August 27, 2023 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 intelligence to help us cure disease, extend life or explore the universe?
Or, in our quest to develop AI as fast as possible, we will end up with a sentient artificial intelligence with a different agenda than ours and this will ultimately lead to the end of mankind?
...more
17min
August 27, 2023 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
Section 4: Understanding Generative AI
Section 5: Applications in Various Business Sizes
Section 6: Transformers in AI
Section 7: Challenges and Solutions in AI
Section 8: Prompt Engineering and Detection of Hallucinations
Section 9: Text-to-Output Models in Business Operations
Section 10: Q&A Segment for Businesses
...more
19min

FAQs about AI Unlocked:

How many episodes does AI Unlocked have?

The podcast currently has 18 episodes available.