LinkedIn – Making Your AI Results More Predictable 2024-10

Description

Making Your AI Results More Predictable course. This course will help you make the results of artificial intelligence (AI) and large language models more predictable. In today’s world, artificial intelligence has become an integral part of our lives. However, using this technology without understanding its principles can bring challenges. This course will help you become familiar with the main functions of artificial intelligence and large language models and be able to use them effectively and responsibly. During this course, you will learn how to make AI results more predictable and reliable using different methods.

What you will learn

• Responsible use of artificial intelligence: learning how to recognize and reduce biases, illusions, and randomness in artificial intelligence outputs
• Writing effective user instructions: creating more efficient interactions with the system
• Human supervision of artificial intelligence systems: ensuring accurate and responsive decision making
• Few-shot learning: Generalize data more effectively
• Use of moderation components: control and management of inappropriate outputs
• Fine-tuning models for specific tasks: improving model performance for different tasks
• Principles of working with artificial intelligence and large language models
• Methods of reducing biases and illusions in artificial intelligence outputs
• Write effective instructions for users
• The importance of human supervision of artificial intelligence systems
• Multi-instance learning techniques
• Use of modulation components to control inappropriate outputs
• Fine-tuning models for specific tasks
• Semantic similarity search for better information retrieval
• Recovery-enhanced manufacturing systems to increase system efficiency
• Searching for semantic similarity: better information retrieval
• Recovery Augmented Manufacturing Systems (RAG): Increasing System Efficiency

This course is suitable for people who

• They are looking for a deeper understanding of the functions of artificial intelligence.
• They want to use artificial intelligence to solve real problems.
• They seek to improve the quality of the results obtained from large language models.
• Interested in developing safe and reliable artificial intelligence systems.
• They want to know about the latest developments in the field of artificial intelligence.

Course specifications Making Your AI Results More Predictable

• Publisher: LinkedIn
• Instructor: Ronnie Sheer
• Training level: advanced
• Training duration: 1 hour

Course headings

Course images

Sample video of the course

download link

Download file – 93 MB

File(s) password: www.downloadly.ir

File size

93 MB