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.

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Explore the Large Language Models (LLMs) Course Catalog

Status: Free
Coursera Project Network
Automated Reasoning with GPT Assistant API: ReAct Agents
Skills you'll gain: OpenAI, ChatGPT, Cost Benefit Analysis, Business Process Automation, Generative AI, Application Programming Interface (API), Development Environment, Business Logic, Scalability, Artificial Intelligence, TypeScript, Node.JS, Natural Language Processing, Application Security
Intermediate · Guided Project · Less Than 2 Hours
Duke University
Introduction to Retrieval Augmented Generation (RAG)
Skills you'll gain: Data Import/Export, Pandas (Python Package), Generative AI, OpenAI, Application Programming Interface (API), Data Manipulation, Databases, Artificial Intelligence, Data Storage Technologies
4.3
Rating, 4.3 out of 5 stars
35 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Sentiment Analysis with Deep Learning using BERT
Skills you'll gain: Text Mining, PyTorch (Machine Learning Library), Data Processing, Performance Tuning, Deep Learning, Natural Language Processing
4.4
Rating, 4.4 out of 5 stars
396 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Tweet Emotion Recognition with TensorFlow
Skills you'll gain: Tensorflow, Python Programming, Natural Language Processing, Artificial Neural Networks, Text Mining, Machine Learning Algorithms, Deep Learning, Data Processing
4.5
Rating, 4.5 out of 5 stars
158 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Github CoPilot for Beginners: Write Software With AI
Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design and Development, Front-End Web Development, Web Development, Generative AI, GitHub, Software Development Tools, Javascript, Development Environment, Artificial Intelligence
4.5
Rating, 4.5 out of 5 stars
62 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Machine Learning with ChatGPT: Image Classification Model
Skills you'll gain: ChatGPT, Keras (Neural Network Library), Applied Machine Learning, Image Analysis, Data Import/Export, Test Data, Machine Learning, Performance Tuning, Artificial Neural Networks, Data Processing
4.3
Rating, 4.3 out of 5 stars
29 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Deploy A Microsoft Azure Speech To Text Web App
Skills you'll gain: Application Deployment, Microsoft Azure, Cloud Services, Natural Language Processing, Web Applications, Cloud Computing, Application Development, Python Programming
4
Rating, 4 out of 5 stars
6 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Coursera Project Network
GenAI For Business Analysis: Fine-Tuning LLMs
Skills you'll gain: OpenAI, Real Time Data, Data Manipulation, Generative AI, Python Programming, Artificial Intelligence, Customer Analysis, Performance Metric, Business Analysis, Data Analysis, JSON
4
Rating, 4 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Generative AI with Vertex AI: Build a customer chatbot
Skills you'll gain: Google Cloud Platform, Text Mining, Application Programming Interface (API), Generative AI, Natural Language Processing, Artificial Intelligence, Data Processing, Cloud Computing
4.5
Rating, 4.5 out of 5 stars
6 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Getting Started with Microsoft Excel
Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Entry, Microsoft 365
4.6
Rating, 4.6 out of 5 stars
11K reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Business Analysis & Process Management
Skills you'll gain: Process Analysis, Business Process, Business Analysis, Process Mapping, Workflow Management, Process Flow Diagrams, Business Modeling, Business Process Management, Stakeholder Management
4.4
Rating, 4.4 out of 5 stars
6.1K reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Build a free website with WordPress
Skills you'll gain: WordPress, Content Management Systems, Web Content, Web Design and Development, Information Architecture
4.4
Rating, 4.4 out of 5 stars
1.6K reviews
Intermediate · Guided Project · Less Than 2 Hours

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In summary, here are 10 of our most popular large language models courses

Automated Reasoning with GPT Assistant API: ReAct Agents: Coursera Project Network
Introduction to Retrieval Augmented Generation (RAG): Duke University
Sentiment Analysis with Deep Learning using BERT: Coursera Project Network
Tweet Emotion Recognition with TensorFlow: Coursera Project Network
Github CoPilot for Beginners: Write Software With AI: Coursera Project Network
Machine Learning with ChatGPT: Image Classification Model: Coursera Project Network
Deploy A Microsoft Azure Speech To Text Web App: Coursera Project Network
GenAI For Business Analysis: Fine-Tuning LLMs: Coursera Project Network
Generative AI with Vertex AI: Build a customer chatbot: Coursera Project Network
Getting Started with Microsoft Excel: Coursera Project Network

Large Language Models (LLMs) Courses Online