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Duration 14 hours
Course Outline
Introduction to Databricks and Financial Use Cases
- Exploring the Databricks ecosystem
- An overview of financial data analysis workflows
- Use case examples: risk modelling, financial reporting, and audit logs
Getting Started with Databricks Notebooks
- Creating and navigating notebooks
- Leveraging Python and SQL within Databricks
- Collaborating using comments and version history
Data Ingestion and Cleaning
- Importing financial data from CSV files, databases, and APIs
- Employing Spark DataFrames for cleaning and preparation
- Managing missing values and outliers
Transforming and Aggregating Financial Data
- Calculating KPIs and financial ratios
- Filtering, grouping, and pivoting datasets
- Manipulating and resampling time series data
Visualising Financial Insights
- Building dashboards with Databricks visualisation tools
- Customising charts for financial reporting
- Exporting visuals for presentations or regulatory review
Optimising Queries and Using Delta Lake
- Introduction to Delta Lake architecture
- ACID transactions and data reliability
- Enhancing performance through data partitioning
Collaboration, Scheduling, and Sharing
- Managing access and permissions for finance teams
- Scheduling jobs for automated reporting
- Securely exporting data and results
Summary and Next Steps
Requirements
- A solid grasp of data analysis concepts
- Proficiency in Python or SQL
- Familiarity with financial data types and reporting standards
Target Audience
- Financial analysts and business intelligence professionals
- Data analysts operating within the finance sector
- Data engineers providing support to financial teams
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customised Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from £3200 + VAT*
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