AI Unlocked

Segment 1: Understanding Different Types of Data Expand on the Types of Data : Dive deeper into text, image, audio, structured, unstructured, and real-time data, providing examples of each. Data Formats : Discuss common data formats like Word documents, PDFs, images, and their roles in AI training. Segment 2: Data Quantity vs. Quality The Balance between Quantity and Quality : Explain why both are...

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 historical perspectives and future trends. Chapter 1: Historical Context of Open-Source AI The origins and evolution of open-source AI. Milestones in open-source AI development. How historical developments hav...

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 and AI LoRa (Long Range) and LoRaWAN (Long Range Wide Area Network) are pivotal technologies in IoT, offering low-power, wide-area networking capabilities. They are essential for connecting devices over...

 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 cars. Machine learning processes sensor data for navigation and obstacle avoidance. IoT and quantum computing hold promise for the future of autonomous tech. IoT facilitates data sharing and collecti...

Our Cyber Security: Cyber AI and Malicious AI episode has the following structure, and we cover these subjects: Introduction: Overview of AI's role in cybersecurity. Distinctions between Cyber-AI and Malicious AI. Chapter 1: The Cybersecurity Landscape and AI's Ascension Fundamentals of cybersecurity. Introduction of AI in cybersecurity. Chapter 2: Cybersecurity and the Rise of AI Historic...

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 traditional AI. Delve into the core mathematical and technical foundations that enable ML to drive industrial innovation. Highlight the latest advancements in ML techniques and how they're revolutioni...

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 either free or paid subscriptions, so anyone can use them to generate their own AI music. Of course, we will briefly look at some challenges AI faces in music creation and as usual we will look at what...

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 Transformers analyze entire texts simultaneously using self-attention mechanisms. Evolution of Large Language Models (LLMs): The development of models like GPT-4 and BERT from Transformer technology. Capabilities...

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 Mech...

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

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...

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? :

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.

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

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 ag...

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 Detec...