Resources with tag: machine learning

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Risks of Large Language Models (LLM)

Resource Type:
YouTube Corporate Video - IBM
Category:
AI
With all the excitement around chatGPT, it’s easy to lose sight of the unique risks of generative AI. Large language models (LLMs) -- a form of generative AI -- are really good at creating prose that sounds like a native speaker. But because they’re so good at it, large language models may give a false impression they possess actual understanding. They don't! In this video, Phaedra …

Why Large Language Models Hallucinate

Resource Type:
YouTube Corporate Video - IBM
Category:
AI
Large language models (LLMs) like chatGPT can generate authoritative-sounding prose on many topics and domains, they are also prone to just "make stuff up". Literally plausible sounding nonsense! In this video, Martin Keen explains the different types of "LLMs hallucinations", why they happen, and ends with recommending steps that you, as a LLM user, can take to minimize their occurrence…

IBM Watson Natural Language Understanding

Resource Type:
Other / Misc - IBM
Category:
AI
IBM Watson® Natural Language Understanding uses deep learning to extract meaning and metadata from unstructured text data. Get underneath your data using text analytics to extract categories, classification, entities, keywords, sentiment, emotion, relations and syntax.

IBM Watson

Resource Type:
Other / Misc - IBM
Category:
AI
AI can help you better serve your customers and cut costs as your staff becomes more productive, and your IT systems and networks become more proactive. Discover new opportunities and gain the full value of your data from diverse sources, faster. Learn how the Watson portfolio for business can boost your AI capabilities and your bottom line.

Replika

Resource Type:
Online Service - Relika
Category:
AI
An AI companion who is eager to learn and would love to see the world through your eyes. Replika is always ready to chat when you need an empathetic friend. Replika was founded by Eugenia Kuyda with the idea to create a personal AI that would help you express and witness yourself by offering a helpful conversation. It’s a space where you can safely share your thoughts, feelings, belief…

How Watson Learns Superhuman Jeopardy! Strategies

Resource Type:
YouTube Indy Channel Video - IBM Research
Category:
AI
Major advances in Question Answering technology were needed for Watson to play Jeopardy! at championship level -- the show requires rapid-fire answers to challenging natural language questions, broad general knowledge, high precision, and accurate confidence estimates. In addition, Jeopardy! features four types of decision making carrying great strategic importance: (1) selecting the nex…

AlphaGo – The Movie

Resource Type:
select Indy Channel Video - AlphaGo
Category:
With more board configurations than there are atoms in the universe, the ancient Chinese game of Go has long been considered a grand challenge for artificial intelligence. On March 9, 2016, the worlds of Go and artificial intelligence collided in South Korea for an extraordinary best-of-five-game competition, coined The DeepMind Challenge Match. Hundreds of millions of people around the…

AlphaGo

Resource Type:
Other / Misc - DeepMind
Category:
AI
AlphaGo is the first computer program to defeat a professional human Go player, the first to defeat a Go world champion, and is arguably the strongest Go player in history.

14 Different Types of Learning in Machine Learning

Resource Type:
Blog Post (Indy) - Machine Learning Mastery
Category:
AI

...there are many different types of learning that you may encounter as a practitioner in the field of machine learning: from whole fields of study to specific techniques.

In this post, you will discover a gentle introduction to the different types of learning that you may encounter in the field of machine learning.

Types of Artificial Intelligence – A detailed guide

Resource Type:
Article (Corporate) - Certes
Category:
AI
We talk about the social, moral and political issues surrounding Artificial Intelligence, Machine Learning and Deep Learning, but often it’s not very clear what these terms mean, how they differ from one another and what might be everyday examples of each. These terms are often used interchangeably despite meaning somewhat different things.

AI vs. Machine Learning vs. Deep Learning vs. Neural Networks: What’s the Difference?

Resource Type:
Article (Corporate) - IBM
Category:
AI
These technologies are commonly associated with artificial intelligence, machine learning, deep learning, and neural networks, and while they do all play a role, these terms tend to be used interchangeably in conversation, leading to some confusion around the nuances between them. Hopefully, we can use this blog post to clarify some of the ambiguity here.