The Association of Data Scientists (ADaSci), the premier global professional body of data science and machine learning professionals, has announced a virtual hands-on workshop on ‘Generative AI Crash Course’. This workshop is scheduled to be held on Saturday, March 4, 2023. Generative AI is currently a trending topic owing to several recent, exciting developments in the field. Keeping this trend in consideration, ADaSci is coming up with this workshop to introduce Generative AI to the community and keep the practitioners updated with the latest trends and practices.
What is Generative AI?
Generative AI refers to a type of artificial intelligence that has the ability to generate new data or content that is similar to what it has been trained on. This type of AI is often used in applications such as natural language processing, image and video synthesis, and music creation.
Generative AI typically uses a form of machine learning called “generative models” to learn the patterns and structures of the training data and generate new data based on those patterns. Some of the popular generative models are Generative Adversarial Network (GAN), Diffusion Model, Generative Pre-trained Transformer (GPT), DALL-E, and more.
Generative AI has the potential to revolutionise a number of industries, such as entertainment, advertising, and healthcare. However, it also raises a host of ethical concerns since it can be used to create convincing fraudulent content that can be used to spread misinformation or deceive people.
Why should you learn Generative AI?
Learning Generative AI can entail a range of benefits for both personal and professional growth. Here are some reasons why you should consider learning Generative AI:
- Explore your creativity: Generative AI allows you to create new content that is unique and personalised. You can use this technology to create artwork, music, or even writing, to provide yourself with an outlet for your creative expression.
- Career opportunities: Generative AI is a rapidly growing field, with many industries adopting this technology for various applications. By learning Generative AI, you can position yourself to take advantage of the many job opportunities that will arise in this field.
- Stay ahead of the curve: AI is becoming more prevalent in society, and learning Generative AI can help you stay ahead of the curve in terms of technological advancements. It will also enable you to contribute to developing cutting-edge solutions to real-world problems.
- Develop critical thinking skills: Learning Generative AI requires an understanding of complex mathematical and statistical concepts, which can help you develop critical thinking and problem-solving skills that are applicable in other areas of life.
In essence, learning Generative AI can provide you with various benefits, including enhancing your creativity, opening up new career opportunities, keeping up with technological advancements, and developing critical thinking skills.
Key takeaways from this workshop
This workshop by ADaSci on Generative AI aims to impart participants with a deep understanding of this cutting-edge technology along with its practical applications. Here are some key takeaways from this workshop:
- Understanding of Generative AI algorithms: Participants can learn about the different algorithms that are commonly used in Generative AI, including Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and other types of neural networks. This knowledge can help participants develop an understanding of how these algorithms work and how they can be applied to different use cases.
- Hands-on experience with Generative AI tools: Workshops on Generative AI often provide participants with the opportunity to work with different tools and softwares that are used to create generative models. This hands-on experience can help them in developing practical skills that can be applied to their own projects and experiments.
- Applications of Generative AI: Participants can gain an understanding of the different applications of Generative AI, including image and video synthesis, music creation, and natural language processing. This can help them identify opportunities to apply Generative AI in their own fields or industries.
- Ethical considerations: Generative AI can be used to create convincing fake content, which raises ethical concerns about the use of this technology. Workshops on Generative AI can help participants understand such ethical implications of using Generative AI and develop strategies to address these concerns.
- Networking opportunities: Workshops on Generative AI often bring together a diverse group of professionals, including researchers, developers, and practitioners. This can provide participants with an opportunity to network and build relationships with others who are interested in this field, potentially leading to future collaborations and projects.
In summary, this workshop by ADaSci on Generative AI aims to provide participants with a deep understanding of this technology, hands-on experience with different models, an understanding of its practical applications, awareness of ethical considerations, and networking opportunities.
Details of the workshop
- Date: March 4, 2023
- Time: 10:00 AM to 1:00 PM
- Mode: Online
- Price: 19.99 USD (50% discount for ADaSci members)