Courses
-
Training and Fine-tuning Large Language Models (LLMs)
4.8 average rating (13 reviews)Explore the architecture, training techniques, and fine-tuning methods for creating powerful LLMs. Gain theory and hands-on experience from Jonathan Frankle (MosaicML), and other industry leaders, and learn cutting-edge techniques like LoRA and RLHF.
Free
-
Building LLM-Powered Apps
5.0 average rating (37 reviews)Learn how to build LLM-powered applications using LLM APIs, Langchain and Weights & Biases LLM tooling. This course will guide you through the entire process of designing, experimenting, and evaluating LLM-based apps.
Free
-
Effective MLOps: Model Development
4.9 average rating (18 reviews)Learn how to accelerate and scale your model development, improve your productivity, ensure reproducibility and model lineage tracking, and above all else, train better models faster.
Free
-
Machine Learning for Business Decision Optimization
5.0 average rating (2 reviews)Learn to optimize business decisions, translating machine learning predictions into actionable insights. Discover how to achieve practical value and business impact by evaluating performance using business metrics, and deploy ML models successfully.
Free
-
Data Validation in Production ML Pipelines
5.0 average rating (4 reviews)Gain expertise in data validation to build robust production ML pipelines, detect data drift, and manage data quality using cutting-edge automated toolkits.
Free
-
CI/CD for Machine Learning (GitOps)
5.0 average rating (10 reviews)Streamline your ML workflows and save valuable time by automating your pipelines and deploying models with confidence. Learn how to use GitHub Actions and integrate W&B experiment tracking in this practical, hands-on learning experience.
Free