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How to use Databricks Lakehouse and Responsible AI
Pragmatic AI Labs via FutureLearn
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Overview
Master the fundamentals of the Databricks Lakehouse platform On this four-week course, youll delve into the Databricks Lakehouse platform to understand its functionality and architecture. Youll gain hands-on experience using the platform to develop practical skills in managing large-scale data operations, developing AI solutions, and implementing ethical AI practices. Armed with these skills, youll be able to build robust, responsible AI systems. This will make you a valuable asset in the rapidly evolving field of AI and data science. Gain...
Syllabus
- Databricks Lakehouse Platform Fundamentals
- Databricks Lakehouse Platform
- Data Transformation with Apache Spark
- Data Management with Delta Lake
- Data Transformation and Pipelines
- Data Pipelines with Delta Live Tables
- Workloads with Jobs
- Data Access with Unity Catalog
- Responsible Generative AI
- AI Ethics of Generative Models
- Evaluating Real-World Performance of LLMs
- Exploring Production LLM Workflows
- Local LLMOps
- Getting Started with local models
- Getting Started with Rust Candle
- Using Rust Candle
Pragmatic AI Labs via FutureLearn
4 hours
$134.00 Certificate Available
English
On-Demand
Intermediate
Instructor
Pragmatic AI Labs
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