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The CEO's guide to generative AI

As a CEO seeking guidance, gain essential insights and strategies from our bi-weekly, data-backed briefings on navigating generative AI and how to scale the adoption safely and responsibly.

What are generative AI models?

How does generative AI create high-quality content? Watch IBM expert Kate Soule explain in detail how generative AI uses large language models (LLMS) to do this.

AI for business: Multiplying the impact of AI

Hear Malcolm Gladwell, Jacob Goldstein and Kareem Yusuf, senior VP of product management and growth for IBM software, discuss how AI, especially next-generation AI platforms like watsonx™, can impact business.

Articles Get the latest insights and build on your knowledge from our blogs, articles and reports on AI and ML View all artificial intelligence blogs What is generative AI, what are foundation models, and why do they matter?

To answer these questions, explore the technology behind generative AI, neural networks and foundational models and the importance of ethical AI.

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

Although used interchangeably, each computer term represents a unique technology. Explore the differences and commonalities between them.

Explore diverse AI domains
Understanding the different types of artificial intelligence

AI is in a perpetual state of flux but you can comprehend it better it by delving into its capabilities and functionalities through this blog post. 

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What is artificial intelligence (AI)?

Understand how AI enables computers to think and make decisions like humans, explore its history and the types of AI, and uncover the ways it impacts our lives.

Learn about artificial intelligence
What is machine learning (ML)?

Gain insight into how ML leverages data and algorithms, its use cases and associated concerns to empower responsible and innovative use of the technology.

Find how machine learning works
What is a chatbot?

Explore chatbot technology to understand how chatbots simulate human conversation, often using NLP to parse inputs and generative AI to automate responses.

Dive into chatbot technology
Perspectives from the Front: Data quality, AI performance and trust

Learn about the importance of data quality for AI performance and how to use AI to improve data quality and build trust in your AI systems. 

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Perspectives from the Front: Protecting individuals and enterprises through algorithmic safety

Find out how algorithmic safety, though complex and challenging,  is essential for the responsible development and deployment of AI. 

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Perspectives from the Front: The urgency of AI governance

Discover the importance and benefits of effective governance for AI to help address the ethical and regulatory challenges as one adopts AI.

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Research reports Read our research reports to help steer organizational success View all artificial intelligence research reports CEO decision-making in the age of AI

Read the latest study to discover how CEOs navigate challenges and seize opportunities in a complex world, addressing the AI dilemma.

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Enterprise generative AI: State of the market

Find out how business leaders plan to adopt generative AI, the benefits they expect, and the challenges which are holding them back.

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Generating ROI with AI

Delve into our report to find out about the key business and AI capabilities that are connected with the most successful AI investments.

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Generative AI

Delve into our data-driven research, which identifies how businesses can seize opportunities in the evolving, expanding field of generative AI.

Dive into tech insights
Videos and series Learn the fundamentals and trending topics in AI from our video series, event replays, and explainer videos View the AI essentials playlist AI Academy

Led by top IBM thought leaders, leverage a comprehensive course designed for business and data leaders on the most relevant AI topics.

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AI for business: Seize the moment and unlock growth with intelligent automation

Watch Rob Thomas, Senior Vice President Software and Chief Commercial Officer, IBM, talk to business leaders about how AI is going to change the way we do business.

Harness AI for business (39:08)
How to build enterprise-ready foundation models

Building a trustworthy and efficient, high-performing foundation model requires care. IBM’s Kate Soule walks us through each step of the AI pipeline.

Learn to build foundational models (10:46)
Generative AI for business

Join Dr. Darío Gil, SVP and Director of IBM Research as he shares a set of principles to guide you in your generative AI business strategy.

Unlock generative AI for business (34:20)
How to add AI to your apps faster with embedded AI

Watch Martin Keen talk about AI deployment, specifically how to deploy embeddable AI using containerized libraries and applications.

Learn about embeddable AI and deployment (7:40)

Podcasts 

Listen to engaging discussions with tech leaders

Get inspired as Malcolm Gladwell, a renowned social science thinker and writer, converses with innovation leaders about transformative technologies on our podcast. Listen to the podcast

Explore AI’s transformative potential and trustworthiness with Jerry Cuomo, IBM Fellow and VP of Technology, as he features guests working at the intersection of art and tech. Tune in now
Tutorials Master AI and Python with hands-on tutorials View all Python tutorials Implementing logistic regression from scratch in Python

Explore mathematical equations and corresponding examples in Python to master the creation of your custom binary logistic regression model.

Understand logistic regression
Generative adversarial networks (GANs) explained

Learn about the different aspects and intricacies of GANs, a type of neural network with applications both in and outside of the AI space.

Discover generative adversarial networks
Unsupervised learning for data classification

Discover the theory and concepts of unsupervised learning, a technique for clustering data without labels to find hidden insights in data.

Learn about unsupervised learning
What is reinforcement learning?

Learn about Automated AI For Decision-Making, a process in machine learning that identifies data points, events and observations that deviate from a data set’s normal behavior.

Learn about reinforcement learning
Prediction intervals explained: A LightGBM tutorial

Learn theoretical and practical approaches to making a regression model that includes the upper and lower bounds to form prediction intervals.

Learn about regression tasks
AI tutorials

Check out our AI tutorials to get hands-on training and acquire in-demand skills in emerging AI technologies.

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Courses Build your skills with our AI and ML courses AI and machine learning training

Access online courses for free or through the purchase of an individual or multi-user digital learning subscription to expand your skills at one low price.

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Generative AI with IBM

Start your AI learning journey with a curated collection of IBM’s introductory artificial intelligence learning assets from IBM Learning. 

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IBM Research for artificial intelligence IBM Research is a group of scientists and researchers around the globe who deeply believe in the power of the scientific method to invent what’s next for IBM, our clients, and the world. Explore our work and publications for AI. Explore IBM Research
How IBM can help IBM watsonx™

Multiply the impact of AI across your business with an enterprise-ready AI and data platform.

Learn how to scale AI
IBM watsonx™ Assistant

Deliver consistent and intelligent customer care across all channels with conversational AI.

Build AI-powered virtual agents
IBM watsonx™ Orchestrate™

Automate repetitive tasks to streamline workflows, enhance efficiency and focus on high-level work. 

Streamline your team's efforts