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Generative AI courses

1062 Courses

California Institute of Technology Udemy

Developing a Security and Compliance Program with GenAI

Discover how to develop a security and compliance program using cutting-edge Generative AI tools such as ChatGPT and Google Bard. This beginner-friendly course, offered by Udemy, guides you through the foundational steps necessary for integrating AI into your security framework. Categories covered in this course include: Artificial Intelli.
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California Institute of Technology Udemy

AI for Marketing: Build & implement an AI Marketing strategy

Udemy Artificial Intelligence Courses, Generative AI Courses, Digital Marketing Courses, Content Marketing Courses, Email Marketing Courses, Lead Generation Courses, Marketing Analytics Courses, Marketing Automation Courses Discover how to build and implement a successful AI Marketing strategy with this comprehensive course on Udemy. Taught by.
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California Institute of Technology Udemy

AI best practices for people manager and team members

Enhance your team's productivity and leadership capabilities by adopting an AI First approach through our comprehensive course on AI best practices. Ideal for managers and team members alike, this course will provide you with the tools to leverage AI technology effectively. Offered by Udemy, this course focuses on Generative AI, ChatGPT, and Mi.
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California Institute of Technology Udemy

Generative AI and LLM with Python: Plus Real-World Projects

Enhance your skills by diving into the realm of Generative AI and LLM with Python, integrating real-world projects to showcase the power of modern AI technologies. This course, offered by Udemy, provides you with the expertise to create advanced digital artworks, texts, soundscapes, and videos by applying techniques such as Diffusers, GPT, Tra.
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California Institute of Technology Udemy

[NEW] AWS Certified AI Practitioner AIF-C01

Prepare for the AWS Certified AI Practitioner AIF-C01 exam with Jairo Pirona’s comprehensive course. This Udemy course offers a complete overview of all necessary topics, along with a practice exam to ensure you're ready to pass. Gain valuable insights into Artificial Intelligence, Machine Learning, Computer Vision, and Neural Networks, with.
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California Institute of Technology Udemy

AI and Business Productivity Bundle

Dive into the innovative world of Artificial Intelligence and transform your business efficiency with this remarkable 8-course bundle offered by Udemy. Designed to harness the power of AI, this bundle covers a vast array of subjects, perfect for boosting both business and accounting productivity. Explore essential courses in: Artificial In.
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California Institute of Technology Udemy

AI Ethics & Decision Making, Research Insights, Strategies !

Join the journey into understanding the ethical considerations and decision-making processes involved in creating and using Artificial Intelligence. This course is a valuable resource for leaders and anyone looking to delve into the complexities of AI ethics. Provided by Udemy, this course is essential for those aspiring to lead responsibly i.
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California Institute of Technology Udemy

Cybersecurity Defense with AI and Gen AI

Unlock the potential of artificial intelligence to bolster your cybersecurity measures with our comprehensive course offered by Udemy. Dive deep into how cutting-edge AI and Generative AI techniques can revolutionize your approach to digital security. Explore various aspects like threat detection, incident response, and SIEM to enhance your un.
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California Institute of Technology Udemy

Coaching Using AI Tools

Explore Udemy's AI Courses Unlock the power of artificial intelligence to elevate your coaching skills with the "Coaching Using AI Tools" course. This comprehensive program provided by Udemy allows learners to harness AI tools for drafting insightful feedback, aimed at enhancing team performance and leadership capabilities. Dive into the realm.
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California Institute of Technology Udemy

Certificate in AI Business Leadership

Certificate in AI Business Leadership | Udemy Unlock the potential of artificial intelligence within your business framework by enrolling in the 'Certificate in AI Business Leadership' course offered by Udemy. This program is meticulously designed to help professionals blend AI technologies into their business strategies, ensuring sustainable.
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A generative ai course is a fast-growing field of machine learning that can create new content, translate languages, write different types of creative content, and answer your questions in an informative way. It has great potential to revolutionize the way we create and use products.

A generative ai course refers to any artificial intelligence model that generates new data, information, or documents.

For example, many companies record their meetings, both live and virtual. Here are a few ways generative AI could transform these recordings:

And this is only a small part of all processes.

Generative AI Model Examples

There are a number of products using generative ai courses already available on the market – we'll give you a few examples below. The underlying principle of the generative ai courses at AI Eeducation varies depending on the specific model or algorithm used, but some common approaches include:

  1. Variational Autoencoders (VAEs) are a type of generative model that learns to encode input data into a latent space and then decode it back into the original data. The "variational" part of the name refers to the probabilistic nature of the latent space, allowing the model to generate a variety of outputs.

  2. Generative Adversarial Networks (GaN): GaNs consist of two neural networks, a generator and a discriminator, that are trained simultaneously through adversarial learning. The generator creates new data, and the discriminator evaluates how well the generated data matches the real data. The competition between the two networks causes the generator to improve over time in producing realistic outputs.

  3. Recurrent Neural Networks (RNNS) and Long Short-Term Memory (LSTM): These types of neural networks are often used to generate sequences such as text or music. RNNS and LSTM have memory that allows them to process a series of events over time, making them suitable for tasks where the order of elements is important.

  4. Transformer models: Transformer models, especially those with attention mechanisms, are very successful in various generative tasks. They can remember long-term dependencies and relationships in data, making them effective for tasks such as language translation and text generation.

  5. Autoencoders: Autoencoders consist of an encoder and a decoder, and they are trained to reconstruct the input data. Although they are primarily used for learning to represent and compress data, variations such as denoising autoencoders (e.g. in images) can be used for generative tasks.

An ai generative course involves feeding a model a large data set and optimizing its parameters to minimize the difference between the generated output and the real information. A model's ability to produce realistic and rich content depends on the complexity of its architecture, the quality and quantity of training data, and the optimization techniques used during training!