Python Programming for Finance Training Course

This live, instructor-led training in Thailand (online or onsite) is tailored for intermediate professionals looking to automate and manage machine learning workflows, encompassing model training, validation, and deployment through Apache Airflow.

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

• Establish Apache Airflow for the orchestration of machine learning workflows.
• Automate critical tasks such as data preprocessing, model training, and validation.
• Integrate Airflow with various machine learning frameworks and tools.
• Deploy machine learning models utilizing automated pipelines.
• Monitor and optimize machine learning workflows within a production setting.

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

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

• Establish a complete data science environment within AWS Cloud9.
• Execute data analysis using Python, R, and Jupyter Notebooks in the Cloud9 workspace.
• Integrate AWS Cloud9 with essential AWS data services such as S3, RDS, and Redshift.
• Utilize AWS Cloud9 for both the development and deployment of machine learning models.
• Refine cloud-based workflows to enhance data analysis and processing efficiency.

This five-day initiative offers participants a practical grasp of corporate cash management, liquidity planning, and short-term treasury operations. The course is centered on real-world applications, enabling attendees to effectively monitor cash positions, create reliable cash-flow forecasts, optimize working capital, manage banking partnerships, strengthen payment controls, and make informed funding and investment choices.

Through practical exercises, case studies, and business simulations, participants will gain the insights and tools necessary to improve liquidity visibility, enhance financial control, and establish a structured cash management framework within their organizations.

This instructor-led, live training in Thailand (available online or onsite) targets intermediate Python developers and data analysts seeking to elevate their proficiency in data analysis and manipulation through Pandas and NumPy.

Upon completion of this training, participants will have the ability to:

• Configure a development environment that integrates Python, Pandas, and NumPy.
• Build data analysis applications utilizing Pandas and NumPy.
• Carry out advanced data wrangling, sorting, and filtering processes.
• Execute aggregate operations and analyze time-series datasets.
• Create data visualizations using Matplotlib and additional visualization libraries.
• Debug and refine data analysis code for optimal performance.

This live, instructor-led session (conducted online or onsite) targets developers aiming to utilize the FARM (FastAPI, React, and MongoDB) stack for creating dynamic, high-performance, and scalable web applications.

By the end of the course, participants will be capable of:

• Configuring a development environment that seamlessly integrates FastAPI, React, and MongoDB.
• Mastering the key concepts, features, and benefits associated with the FARM stack.
• Learning to build REST APIs using FastAPI.
• Learning to design interactive applications with React.
• Developing, testing, and deploying both frontend and backend applications using the FARM stack.

This live, instructor-led training in Thailand (online or onsite) is designed for developers looking to efficiently build, test, and deploy RESTful APIs using FastAPI and Python.

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

• Establish the necessary development environment for API development with Python and FastAPI.
• Speed up API creation and reduce complexity using the FastAPI library.
• Develop data models and schemas based on Pydantic and OpenAPI.
• Link APIs to a database using SQLAlchemy.
• Apply security and authentication features using FastAPI tools.
• Create container images and deploy web APIs to a cloud server.

This live, instructor-led course in Thailand, offered both online and on-site, is tailored for cloud administrators, architects, technology leaders, and financial professionals aiming to record, manage, and process their organization's cloud-based financial assets.

By the conclusion of the program, participants will be equipped to utilize FinOps methodologies to predict expenses, refine processes, and execute robust financial management operations in the cloud.

This live, instructor-led training in Thailand (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.

Offered as an instructor-led, live training session Thailand (accessible online or on-site), this program targets advanced cloud financial management professionals aiming to certify their expertise in financial operations (FinOps) pertaining to cloud cost management.

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

• Secure the advanced-level knowledge requisite for the FinOps Certified Professional examination.
• Comprehend sophisticated FinOps practices, including cost optimization, budget management, and reporting.
• Develop practical skills in deploying FinOps strategies within real-world scenarios.
• Prepare effectively for the successful completion of the FinOps Certified Professional exam.

This live, instructor-led session, conducted either onsite or remotely, caters to accountants and bookkeepers seeking to integrate Xero into their bookkeeping workflow.

By the end of the program, learners will be able to:

• Track cash flow with real-time visibility.
• Integrate bank accounts for efficient reconciliation within Xero.
• Draft and validate VAT (Value Added Tax) returns.
• Produce and share reports with team members.

This instructor-led live training, available in Thailand (both online and onsite), is designed for non-finance professionals at a beginner level who aim to build a foundational grasp of the financial and accounting principles necessary for making informed business decisions.

Upon completion, participants will have the ability to:

• Comprehend the basic financial and accounting concepts vital for business decision-making.
• Analyze and interpret financial documents such as income statements, balance sheets, and cash flow statements.
• Apply significant financial ratios to gauge the financial stability of a business.
• Formulate and manage budgets, along with performing variance analysis to monitor performance metrics.
• Leverage break-even analysis to support both operational and strategic planning.