What skills can I learn from courses on Large Language Models (LLMs) on Coursera?

Coursera’s courses on Large Language Models offer learners insights and skills related to cutting-edge AI technologies: Fundamental concepts of natural language processing (NLP) and how LLMs are developed and utilized. Techniques for training, fine-tuning, and deploying LLMs such as GPT (Generative Pre-trained Transformer) . Understanding the ethical considerations and societal impacts of LLMs. Skills in integrating LLMs with various applications to enhance user interaction and automate tasks. Best practices for managing data privacy and security when using LLMs. Exploration of recent advancements and potential future developments in LLM technology.

Do I need prior experience in artificial intelligence to start learning about LLMs on Coursera?

Courses on LLMs are accessible to learners with diverse backgrounds: Beginners with an interest in AI and machine learning can start with introductory courses that provide a basic understanding of NLP and LLMs. Those with some technical experience can enhance their knowledge with courses focused on specific aspects of LLM development and deployment. Advanced learners can engage with complex topics related to the cutting-edge applications and ethical implications of LLMs.

What certifications and credentials can I earn through LLM courses on Coursera?

Upon completing LLM courses, learners can obtain credentials: Professional certificates that indicate participation in courses focused on LLMs and their applications. Specializations that cover technical, ethical, and practical aspects of LLMs, aimed at broadening understanding and application skills. Certificates that learners may include in their portfolios to reflect their engagement with advanced AI concepts.

What career opportunities can be pursued with skills in Large Language Models?

Skills in LLMs can open up various career opportunities in the tech industry, particularly in roles focused on AI and machine learning: AI Research Scientist, working on the development of new language models and NLP techniques. Machine Learning Engineer , implementing and scaling LLMs for commercial or research applications. Data Scientist , leveraging LLMs for data analysis and insight generation. NLP Specialist, focusing on improving interaction between humans and computers through language. Ethical AI Advocate, analyzing and addressing the societal impacts of AI technologies like LLMs.

How can I purchase LLM training courses for my team?

Looking to enhance your team's LLM skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our LLM training options and make a purchase, please visit our Coursera for Teams page.

Top Large Language Models Courses - Learn Large Language Models Online

Explore the Large Language Models (LLMs) Course Catalog

Google Cloud
Introduction to Large Language Models
Skills you'll gain: Generative AI, Google Cloud Platform, Artificial Intelligence, Natural Language Processing, Performance Tuning
4.4
Rating, 4.4 out of 5 stars
938 reviews
Beginner · Course · 1 - 4 Weeks
Duke University
Large Language Model Operations (LLMOps)
Skills you'll gain: Databricks, Generative AI, Performance Analysis, Apache Airflow, Workflow Management, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, AWS SageMaker, Scalability, Data Transformation, Data Infrastructure, Database Management, Microsoft Azure, MLOps (Machine Learning Operations), Amazon Web Services, Natural Language Processing, PyTorch (Machine Learning Library), Risk Management Framework
4.5
Rating, 4.5 out of 5 stars
168 reviews
Beginner · Specialization · 3 - 6 Months
Vanderbilt University
Prompt Engineering for ChatGPT
Skills you'll gain: ChatGPT, Generative AI, Artificial Intelligence, Creative Thinking, Creativity, Natural Language Processing, Problem Solving, Application Development, Communication
4.8
Rating, 4.8 out of 5 stars
5.6K reviews
Beginner · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Understanding Large Language Models in Business
Skills you'll gain: Trend Analysis, Real Time Data, Analytics, Business Strategy, Application Programming Interface (API), Generative AI, Technology Roadmaps, Business, Software Development, Business Technologies, Natural Language Processing, MarTech, Artificial Neural Networks, Content Marketing, Artificial Intelligence, Customer Service
4.5
Rating, 4.5 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Duke University
Foundations of Local Large Language models
Skills you'll gain: Generative AI, Application Deployment, Cloud Computing, Other Programming Languages, Data Ethics, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Risk Management Framework, Natural Language Processing, Command-Line Interface, Open Source Technology, Rust (Programming Language)
4.3
Rating, 4.3 out of 5 stars
16 reviews
Beginner · Course · 1 - 4 Weeks
IBM
Introduction to Artificial Intelligence (AI)
Skills you'll gain: Artificial Intelligence, Generative AI, OpenAI, Deep Learning, Artificial Neural Networks, ChatGPT, Governance, Machine Learning, Business Transformation, Business Technologies, Ethical Standards And Conduct, Computer Vision, Emerging Technologies, Natural Language Processing
4.7
Rating, 4.7 out of 5 stars
19K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
DeepLearning.AI
LangChain Chat with Your Data
Skills you'll gain: ChatGPT, Data Processing, Data Store, Data Import/Export, Generative AI, Query Languages, OpenAI, Text Mining, Unstructured Data, Natural Language Processing
4.8
Rating, 4.8 out of 5 stars
588 reviews
Beginner · Project · Less Than 2 Hours
Vanderbilt University
Generative AI Automation
Skills you'll gain: ChatGPT, Ideation, Verification And Validation, Generative AI, Document Management, Creative Thinking, Image Analysis, Data Capture, Artificial Intelligence, OpenAI, Data Analysis, Organizational Skills, Risk Management Framework, Computer Vision, Productivity Software, Microsoft Excel, Creativity, Data Ethics, Information Management, Natural Language Processing
4.8
Rating, 4.8 out of 5 stars
6.4K reviews
Beginner · Specialization · 3 - 6 Months
Vanderbilt University
Prompt Engineering
Skills you'll gain: ChatGPT, Ideation, Verification And Validation, Document Management, Generative AI, Creative Thinking, Creativity, Artificial Intelligence, Risk Management Framework, OpenAI, Productivity Software, Microsoft Excel, Data Ethics, Data Analysis, Information Management, Natural Language Processing, Data Transformation, Technical Communication, Problem Solving, Automation
4.8
Rating, 4.8 out of 5 stars
6.3K reviews
Beginner · Specialization · 1 - 3 Months
IBM
Generative AI: Foundation Models and Platforms
Skills you'll gain: Generative AI, OpenAI, IBM Cloud, Tensorflow, Artificial Intelligence, Artificial Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Natural Language Processing, Machine Learning, Open Source Technology
4.7
Rating, 4.7 out of 5 stars
198 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
IBM
IBM Generative AI Engineering
Skills you'll gain: Generative AI, Data Wrangling, Unit Testing, Supervised Learning, Feature Engineering, Keras (Neural Network Library), Deep Learning, ChatGPT, Natural Language Processing, Data Cleansing, Jupyter, Data Analysis, Unsupervised Learning, Data Manipulation, PyTorch (Machine Learning Library), Artificial Intelligence, Data Import/Export, Exploratory Data Analysis, OpenAI, Scikit Learn (Machine Learning Library)
4.6
Rating, 4.6 out of 5 stars
85K reviews
Beginner · Professional Certificate · 3 - 6 Months
Vanderbilt University
Generative AI Assistants
Skills you'll gain: ChatGPT, Generative AI, Ideation, Verification And Validation, OpenAI, Creative Thinking, Creativity, Artificial Intelligence, Personalized Service, Risk Management Framework, Expense Management, Artificial Intelligence and Machine Learning (AI/ML), Productivity Software, Digital Transformation, Data Ethics, Business Process Automation, Expense Reports, Innovation, Natural Language Processing, Test Case
4.8
Rating, 4.8 out of 5 stars
6.1K reviews
Beginner · Specialization · 1 - 3 Months