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

Status: Preview
DeepLearning.AI
Generative AI with Large Language Models
Skills you'll gain: Large Language Modeling, Generative AI, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Scalability, Reinforcement Learning, Natural Language Processing, Machine Learning, Performance Tuning, Python Programming, Software Architecture
4.8
Rating, 4.8 out of 5 stars
3.4K reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
Introduction to Large Language Models
Skills you'll gain: Large Language Modeling, Prompt Engineering, Generative AI, Google Cloud Platform, Performance Tuning
4.4
Rating, 4.4 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
DeepLearning.AI
Finetuning Large Language Models
Skills you'll gain: Large Language Modeling, Prompt Engineering, Applied Machine Learning, Data Processing, Generative AI, Deep Learning
4.6
Rating, 4.6 out of 5 stars
549 reviews
Intermediate · Project · Less Than 2 Hours
Status: Free Trial
Duke University
Large Language Model Operations (LLMOps)
Skills you'll gain: Prompt Engineering, Apache Airflow, Generative AI, Databricks, Large Language Modeling, MySQL, Extract, Transform, Load, Data Pipelines, Scalability, Jupyter, Exploratory Data Analysis, Data Lakes, Serverless Computing, Microsoft Azure, Data Transformation, Data Ethics, OpenAI, Apache Spark, Debugging, PyTorch (Machine Learning Library)
4.4
Rating, 4.4 out of 5 stars
199 reviews
Beginner · Specialization · 3 - 6 Months
Google Cloud
Transformer Models and BERT Model
Skills you'll gain: Natural Language Processing, Large Language Modeling, Artificial Neural Networks, Deep Learning, Unstructured Data
4.1
Rating, 4.1 out of 5 stars
120 reviews
Advanced · Course · 1 - 4 Weeks
Status: Free Trial
IBM
Generative AI Engineering with LLMs
Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, PyTorch (Machine Learning Library), Natural Language Processing, Generative AI Agents, ChatGPT, User Interface (UI), Artificial Intelligence and Machine Learning (AI/ML), Human Computer Interaction, Artificial Neural Networks, Artificial Intelligence, Applied Machine Learning, Text Mining, Deep Learning, Application Development, Data Processing, Performance Tuning, Data Ethics, Feature Engineering
4.5
Rating, 4.5 out of 5 stars
567 reviews
Intermediate · Specialization · 3 - 6 Months

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Status: Free Trial
Vanderbilt University
Prompt Engineering for ChatGPT
Skills you'll gain: Prompt Engineering, ChatGPT, Artificial Intelligence, Large Language Modeling, Generative AI, Application Development
4.8
Rating, 4.8 out of 5 stars
6.4K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
H2O.ai
Large Language Models
Skills you'll gain: Large Language Modeling, Generative AI, OpenAI, Data Cleansing, Exploratory Data Analysis, ChatGPT, Data Management, Natural Language Processing, Prompt Engineering, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Business Logic, Data Transformation, AI Personalization, MLOps (Machine Learning Operations), Artificial Intelligence, Applied Machine Learning, Performance Tuning, Benchmarking, Artificial Neural Networks
3.6
Rating, 3.6 out of 5 stars
11 reviews
Intermediate · Specialization · 3 - 6 Months
Status: Preview
Duke University
Foundations of Local Large Language models
Skills you'll gain: Generative AI, Prompt Engineering, Large Language Modeling, MLOps (Machine Learning Operations), Data Ethics, Application Deployment, PyTorch (Machine Learning Library), Natural Language Processing, Risk Management Framework, Open Source Technology, Rust (Programming Language)
4.2
Rating, 4.2 out of 5 stars
17 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Coursera Instructor Network
Understanding Large Language Models in Business
Skills you'll gain: Large Language Modeling, Business Modeling, Trend Analysis, Business Strategy, Business Process, OpenAI, Prompt Engineering, Business Analysis, ChatGPT, System Design and Implementation, Generative AI, Natural Language Processing, Artificial Intelligence
4.5
Rating, 4.5 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
DeepLearning.AI
LangChain Chat with Your Data
Skills you'll gain: Large Language Modeling, Data Import/Export, Data Access, Generative AI, Data Processing, Prompt Engineering, Data Storage Technologies, Natural Language Processing
4.8
Rating, 4.8 out of 5 stars
627 reviews
Beginner · Project · Less Than 2 Hours
Status: Free Trial
IBM
IBM AI Engineering
Skills you'll gain: Prompt Engineering, Large Language Modeling, Unsupervised Learning, PyTorch (Machine Learning Library), Keras (Neural Network Library), Supervised Learning, Applied Machine Learning, Generative AI, Deep Learning, Natural Language Processing, Reinforcement Learning, Scikit Learn (Machine Learning Library), Regression Analysis, Generative AI Agents, Artificial Neural Networks, Machine Learning Algorithms, ChatGPT, Machine Learning, Python Programming, Data Science
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
21K reviews
Intermediate · Professional Certificate · 3 - 6 Months