IBM Data Analytics with Excel and R Professional Certificate

MLOps1 (Azure): Deploying AI & ML Models in Production using Microsoft Azure ML

The material equips data engineers to incorporate machine learning models into pipelines while adhering to best practices in collaboration, version control, and artifact management.

AI Accessible to Everyone

Gain a comprehensive understanding of AI terminology, applications, development, and strategy, while navigating ethical and societal considerations in a non-technical context.

Getting Started with BigQuery ML

Utilize BigQuery to develop and assess machine learning models that anticipate visitor transaction behavior.

Launching into ML

Master the process of exploratory data analysis, train AutoML models with Vertex AI and BigQuery ML, optimize models using performance metrics and loss functions, and generate scalable datasets for training and evaluation.

Gen AI Accessible for Everyone

Understanding generative AI, executing projects effectively, and exploring its societal impacts, risks, and opportunities.