Python Programming for Finance Training Course

This instructor-led live training in Portugal (online or onsite) is designed for intermediate-level participants who wish to automate and manage machine learning workflows, including model training, validation, and deployment using Apache Airflow.

Upon completion of this training, participants will be capable of:

• Configuring Apache Airflow to orchestrate machine learning workflows.
• Automating tasks related to data preprocessing, model training, and validation.
• Integrating Airflow with various machine learning frameworks and tools.
• Deploying machine learning models through automated pipelines.
• Monitoring and optimising machine learning workflows in production environments.

This instructor-led, live training in Portugal (online or onsite) targets intermediate-level data scientists and analysts who wish to use AWS Cloud9 to streamline their data science workflows.

Upon completing this training, participants will be able to:

• Establish a data science environment in AWS Cloud9.
• Conduct data analysis using Python, R, and Jupyter Notebook within Cloud9.
• Integrate AWS Cloud9 with AWS data services such as S3, RDS, and Redshift.
• Utilize AWS Cloud9 for developing and deploying machine learning models.
• Optimize cloud-based workflows for efficient data analysis and processing.

This five-day programme offers participants a hands-on understanding of corporate cash management, liquidity planning, and short-term treasury operations. Focusing on real-world business applications, the course equips participants to effectively monitor cash positions, create reliable cash-flow forecasts, optimize working capital, manage banking relationships, strengthen payment controls, and make informed funding and investment decisions.

Through practical exercises, case studies, and business scenarios, participants will acquire the knowledge and tools needed to improve liquidity visibility, enhance financial control, and establish a structured cash management framework within their organizations.

This trainer-led, live training in Portugal (online or in-person) is designed for beginner-level data scientists and IT professionals who wish to learn the fundamentals of data science using Google Colab.

By the end of this training, participants will be able to:

• Set up and navigate Google Colab.
• Write and execute basic Python code.
• Import and handle datasets.
• Create visualizations using Python libraries.

This instructor-led, live training in Portugal (online or onsite) is aimed at intermediate-level Python developers and data analysts who wish to enhance their skills in data analysis and manipulation using Pandas and NumPy.

By the end of this training, participants will be able to:

• Set up a development environment that includes Python, Pandas, and NumPy.
• Create a data analysis application using Pandas and NumPy.
• Perform advanced data wrangling, sorting, and filtering operations.
• Conduct aggregate operations and analyze time series data.
• Visualize data using Matplotlib and other visualization libraries.
• Debug and optimize their data analysis code.

This instructor-led live training, available online or onsite, targets developers who wish to use the FARM (FastAPI, React, and MongoDB) stack to build dynamic, high-performance, and scalable web applications.

By the end of this training, participants will be able to:

• Set up the necessary development environment that integrates FastAPI, React, and MongoDB.
• Understand the key concepts, features, and benefits of the FARM stack.
• Learn how to build REST APIs with FastAPI.
• Learn how to design interactive applications with React.
• Develop, test, and deploy applications (front end and back end) using the FARM stack.

This instructor-led live training in Portugal (available online or onsite) is tailored for developers aiming to use FastAPI with Python to build, test, and deploy RESTful APIs with greater ease and speed.

By the end of this training, participants will be able to:

• Set up the required development environment for creating APIs with Python and FastAPI.
• Create APIs more quickly and simply using the FastAPI library.
• Learn how to build data models and schemas based on Pydantic and OpenAPI.
• Connect APIs to a database using SQLAlchemy.
• Implement security and authentication in APIs using FastAPI tools.
• Build container images and deploy web APIs to a cloud server.

This instructor-led, live training in Portugal (online or onsite) is aimed at cloud administrators, cloud architects, technology heads, and financial analysts who wish to record, manage, monitor, and process financial assets of an organization in the cloud.

By the end of this training, participants will be able to use FinOps practices in an organization to forecast costs, optimize processes, and perform financial management operations in the cloud.

This instructor-led, live training in Portugal (online or onsite) is aimed at intermediate-level finance professionals who wish to gain a comprehensive knowledge of FinOps principles and methodologies, including cloud financial management, optimization strategies, and collaboration among finance, engineering, and business teams.

By the end of this training, participants will be able to:

• Understand the FinOps framework, principles, and phases.
• Manage cloud costs effectively through data analysis and governance.
• Collaborate between finance, engineering, and business units to align cloud spend.
• Use FinOps tools for cost allocation, forecasting, and optimization.
• Prepare for the FinOps Certified FOCUS Analyst exam.

This instructor-led, live training in Portugal (online or onsite) targets advanced cloud financial management professionals who wish to validate their expertise in financial operations (FinOps) related to cloud cost management.

By the end of this training, participants will be able to:

• Gain the advanced knowledge required for the FinOps Certified Professional exam.
• Understand complex FinOps practices, including cost optimization, budget management, and reporting.
• Develop practical skills in applying FinOps strategies in real-world scenarios.
• Prepare for a successful completion of the FinOps Certified Professional exam.

This instructor-led live training (onsite or remote) is targeted at accountants and bookkeepers who intend to use Xero for their bookkeeping requirements.

By the end of this training, participants will be able to:

• Obtain a real-time perspective on cash flow.
• Link bank accounts to Xero to support bank reconciliation.
• Prepare and validate VAT (Value Added Tax) returns in Xero.
• Create reports suitable for distribution among team members.

This instructor-led, live training in Portugal (online or onsite) is aimed at beginner-level non-finance professionals who wish to have a foundational understanding of financial and accounting principles that are essential for effective decision-making in business.

By the end of this training, participants will be able to:

• Understand basic financial and accounting concepts that are essential for business decision-making.
• Interpret and analyze financial statements such as income statements, balance sheets, and cash flow statements.
• Apply key financial ratios to assess the financial health of a business.
• Develop and manage budgets and perform variance analysis to monitor business performance.
• Use break-even analysis to support operational and strategic decisions.