Large Language Models Courses for Beginners
Beginner Large Language Models courses can help you learn the basics of natural language processing, text generation, and model training techniques. You can build skills in data preprocessing, fine-tuning models, and evaluating performance metrics. Many courses introduce tools like TensorFlow and PyTorch, that support implementing AI projects, and cover methods for optimizing language models to enhance their effectiveness in real-world applications.
Popular Beginner LLMs Courses and Certifications
Google Cloud
Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Generative AI
Duke University
Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Apache Airflow, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, MLOps (Machine Learning Operations), Performance Tuning, Prompt Patterns, OpenAI API
Skills you'll gain: Prompt Engineering, Prompt Patterns, Unit Testing, Large Language Modeling, LangChain, Generative AI, Retrieval-Augmented Generation, Data Wrangling, Responsible AI, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Generative Model Architectures, PyTorch (Machine Learning Library), LLM Application, Keras (Neural Network Library), Supervised Learning, Vector Databases, Fine-tuning, Data Import/Export
Skills you'll gain: Data Import/Export, Python Programming, NumPy, Scripting, Data Collection, Data Analysis
Skills you'll gain: Large Language Modeling, LLM Application, Trend Analysis, Real Time Data, Analytics, Business Marketing, Program Development, Business Strategy, Generative AI, Technology Roadmaps, Market Trend, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, AI literacy, Artificial Intelligence
What brings you to Coursera today?
Board Infinity
Skills you'll gain: Fine-tuning, Large Language Modeling, LLM Application, Hugging Face, Prompt Patterns, Retrieval-Augmented Generation, Prompt Engineering, Debugging, Transfer Learning, Product Support, Model Training, Model Deployment, Model Optimization, Model Evaluation, Data Transformation, Data Cleansing, Natural Language Processing, Data Validation, Memory Management
Duke University
Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Model Evaluation, Risk Management Framework, Rust (Programming Language)
Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Data Wrangling, SQL, Plot (Graphics), Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Cleansing, Jupyter, Data Literacy, Generative AI, Professional Networking, Data Import/Export
Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Pipelines, Linux Commands, SQL, IBM Cognos Analytics, Apache Kafka, Bash (Scripting Language), Apache Airflow, Shell Script, IBM DB2, Data Transformation, Data Visualization, Dashboard, File Management, Dashboard Creation, Star Schema, Database Management, Relational Databases, Stored Procedure
Skills you'll gain: NoSQL, Extract, Transform, Load, Database Administration, Apache Spark, Data Warehousing, Web Scraping, Data Pipelines, Apache Hadoop, Database Architecture and Administration, Database Design, Linux Commands, SQL, IBM Cognos Analytics, Data Store, Generative AI, Professional Networking, Data Import/Export, Python Programming, Data Analysis, Data Science
Skills you'll gain: Fine-tuning, Model Evaluation, Context Engineering, LLM Application, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Training, Context Management
DeepLearning.AI
Skills you'll gain: LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Embeddings
What brings you to Coursera today?
Best free Large Language Models courses
High-quality free Large Language Models courses you can start today.
- Foundations of Local Large Language modelsDuke UniversityBeginner1 - 4 WeeksFree
- Large Language Models with Semantic SearchDeepLearning.AIBeginnerLess Than 2 HoursFree
Best Large Language Models courses from IBM
Top-rated Large Language Models courses offered by IBM on Coursera.
- IBM Generative AI EngineeringIBMBeginner3 - 6 MonthsIBM
- Python for Data Science, AI & DevelopmentIBMBeginner1 - 3 MonthsIBM
- IBM Data ScienceIBMBeginner3 - 6 MonthsIBM
Best Large Language Models certificate programs
Earn a certificate in Large Language Models from top universities and companies.
- Large Language Model Operations (LLMOps)Duke UniversityBeginner3 - 6 MonthsSpecialization
- BI Foundations with SQL, ETL and Data WarehousingIBMBeginner3 - 6 MonthsSpecialization
- IBM Data EngineeringIBMBeginner3 - 6 MonthsProfessional Certificate
Best Large Language Models courses for beginners
Top-rated beginner-friendly Large Language Models courses with no prerequisites.
- Introduction to Large Language ModelsGoogle CloudBeginner1 - 4 WeeksNo prerequisites
- Understanding Large Language Models in BusinessCourseraBeginner1 - 4 WeeksNo prerequisites
- Fine-Tune Your Own LLM: LoRA, QLoRA & PEFTBoard InfinityBeginner1 - 3 MonthsNo prerequisites
