Python Programming for Finance Training Course

This live, instructor-led session in Germany (online or on-site) is tailored for intermediate-level individuals seeking to automate and oversee machine learning processes, including training, validation, and deploying models with Apache Airflow.

By the conclusion of the program, participants will be equipped to:

• Establish Apache Airflow for the orchestration of machine learning workflows.
• Automate tasks related to data preparation, model training, and validation.
• Integrate Airflow with diverse machine learning frameworks and tools.
• Deploy machine learning models via automated pipelines.
• Monitor and refine machine learning workflows in production.

This instructor-led, live training in Germany (delivered online or onsite) is designed for intermediate-level data scientists and analysts looking to optimize their data science workflows using AWS Cloud9.

By the conclusion of this training, participants will have the capability to:

• Establish a data science environment in AWS Cloud9.
• Execute 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 the development and deployment of machine learning models.
• Optimize cloud-based workflows for enhanced data analysis and processing efficiency.

This five-day program offers participants a practical deep-dive into corporate cash management, liquidity planning, and short-term treasury operations. Focused on real-world applications, the course enables learners to proficiently monitor cash positions, construct reliable cash-flow forecasts, and optimize working capital. It also covers managing banking relationships, strengthening payment controls, and making strategic decisions on funding and investments.

Through a blend of practical exercises, case studies, and business scenarios, participants will gain the necessary knowledge and tools to boost liquidity visibility, enhance financial control, and establish a structured cash management framework within their organizations.

This instructor-led, live session in Germany (online or in-person) is tailored for intermediate Python developers and data analysts seeking to deepen their expertise in data analysis and manipulation through the use of Pandas and NumPy.

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

• Establish a development environment featuring Python, Pandas, and NumPy.
• Build data analysis applications with Pandas and NumPy.
• Carry out advanced data wrangling, sorting, and filtering processes.
• Execute aggregate operations and analyze time-series data.
• Visualize data using Matplotlib and additional visualization tools.
• Debug and enhance the performance of their data analysis code.

This live, instructor-led training (available online or on-site) is tailored for developers aiming to utilize the FARM (FastAPI, React, and MongoDB) stack to build dynamic, high-performance, and scalable web applications.

By the conclusion of this training, participants will be equipped to:

• Set up a development environment that seamlessly integrates FastAPI, React, and MongoDB.
• Comprehend the fundamental concepts, features, and benefits inherent to the FARM stack.
• Learn how to construct REST APIs using FastAPI.
• Learn how to design interactive applications using React.
• Develop, test, and deploy complete applications (front end and back end) using the FARM stack.

This live, instructor-led training in Germany (available online or in-person) is designed for developers seeking to utilize FastAPI with Python to efficiently build, test, and deploy RESTful APIs.

By the conclusion of this program, participants will be equipped to:

• Configure the essential development environment for API creation using Python and FastAPI.
• Accelerate API development with minimal complexity by leveraging the FastAPI library.
• Master the creation of data models and schemas grounded in Pydantic and OpenAPI specifications.
• Establish database connections for APIs utilizing SQLAlchemy.
• Enforce security and authentication frameworks within APIs by applying FastAPI’s native utilities.
• Generate container images and execute the deployment of web APIs to cloud servers.

This instructor-led, live training in Germany (online or onsite) is tailored for cloud administrators, cloud architects, technology leaders, and financial analysts aiming to manage, monitor, and process organizational financial assets in the cloud.

By the end of the course, participants will be able to implement FinOps practices to forecast expenses, optimize workflows, and conduct financial management operations effectively in cloud settings.

This instructor-led, live training in Germany (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 Germany (online or onsite) is tailored for advanced cloud financial management professionals aiming to certify their mastery in financial operations (FinOps) and cloud cost management.

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

• Develop the advanced knowledge required for the FinOps Certified Professional exam.
• Grasp complex FinOps methodologies, including cost optimization, budget management, and reporting.
• Enhance practical skills in deploying FinOps strategies within real-world settings.
• Prepare thoroughly for a successful outcome on the FinOps Certified Professional exam.

This live, instructor-led training (available onsite or remotely) is designed for accountants and bookkeepers looking to utilize Xero for their bookkeeping tasks.

Upon completing this course, participants will be able to:

• Access real-time cashflow insights.
• Connect bank accounts to Xero for efficient bank reconciliation.
• Prepare and validate Value Added Tax (VAT) returns using the platform.
• Generate and share reports with team members.

This instructor-led, live training in Germany (online or onsite) targets beginner-level professionals without a finance background, aiming to provide a solid foundation in financial and accounting principles that drive effective business decisions.

By the end of the session, participants will be able to:

• Grasp essential financial and accounting concepts for informed business choices.
• Analyze income statements, balance sheets, and cash flow statements to gain financial insight.
• Assess business financial health using key financial ratios.
• Develop budgets and perform variance analysis to monitor operational performance.
• Apply break-even analysis to support strategic and operational planning.