Python Programming for Finance Training Course

This course provides an in-depth exploration of practical Data Science and AI techniques leveraging Python, empowering professionals with the capabilities to analyze data, develop machine learning models, and implement AI-driven solutions within business environments. The curriculum encompasses CRISP-DM workflows, statistical analysis, supervised and unsupervised learning methodologies, deep learning with TensorFlow, natural language processing, big data handling via Spark, and the art of data-driven storytelling. It is ideally suited for beginners aiming to obtain a Python data science certification and acquire career-ready analytics training.

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

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

• Set up Apache Airflow for machine learning workflow orchestration.
• Automate data preprocessing, model training, and validation tasks.
• Integrate Airflow with machine learning frameworks and tools.
• Deploy machine learning models using automated pipelines.
• Monitor and optimize machine learning workflows in production.

Audience

This course is designed for Senior Management personnel who require a practical understanding of AML/CTF prevention measures, along with awareness of other pertinent and emerging financial crime issues.

Course Format

The training employs a blended approach consisting of:

• Facilitated group discussions
• Slide-based presentations
• Real-world case studies
• Practical examples

Learning Objectives

Upon completion of this course, participants will be able to:

• Articulate the methods used to prevent AML and CTF activities.
• Grasp the key components of AML and CTF as they relate to their organization, as well as national and international efforts to combat these crimes.
• Define the protective measures that companies and staff should implement against the risks of money laundering and terrorist financing.
• Identify how a company might become a target for such crimes and explain which "red flags" can help detect, prevent, and report suspicious or actual criminal activity.
• Gain insight into other significant areas of financial crime.

This instructor-led, live training in Vietnam (online or onsite) is aimed at intermediate-level data scientists and analysts who wish to use AWS Cloud9 for streamlined data science workflows.

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

• Set up a data science environment in AWS Cloud9.
• Perform data analysis using Python, R, and Jupyter Notebook in Cloud9.
• Integrate AWS Cloud9 with AWS data services like S3, RDS, and Redshift.
• Utilize AWS Cloud9 for machine learning model development and deployment.
• Optimize cloud-based workflows for data analysis and processing.

This instructor-led live training in Vietnam (online or onsite) is designed for beginner-level data scientists and IT professionals who wish to grasp the essentials of data science through Google Colab.

By the conclusion 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 Vietnam (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) is designed for managers who want to identify and reduce the risk of fraud facing e-commerce merchants.

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

• Understand how e-commerce fraud occurs.
• Analyze vulnerabilities in their company's e-commerce platform and processes.
• Assess a company's readiness for adopting new anti-fraud measures.
• Communicate and incorporate appropriate anti-fraud policies.

Format of the Course

• Interactive lecture and discussion.
• Extensive exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

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

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

• Set up a development environment integrating FastAPI, React, and MongoDB.
• Comprehend the key concepts, features, and benefits of the FARM stack.
• Learn how to construct REST APIs using FastAPI.
• Learn how to design interactive applications with React.
• Develop, test, and deploy applications (covering both front end and back end) using the FARM stack.

This instructor-led live training in Vietnam (online or onsite) targets developers who wish to use FastAPI with Python to build, test, and deploy RESTful APIs more easily and quickly.

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

• Set up the necessary development environment for developing APIs with Python and FastAPI.
• Create APIs faster and easier using the FastAPI library.
• Learn how to create data models and schemas based on Pydantic and OpenAPI.
• Connect APIs to a database using SQLAlchemy.
• Implement security and authentication in APIs using the FastAPI tools.
• Build container images and deploy web APIs to a cloud server.

This introductory program offers participants a comprehensive and practical understanding of essential financial markets, including their objectives, functions, core activities, and regulatory frameworks. Designed to blend review, education, and intellectual challenge, the course ensures that all attendees gain maximum value. Interactive feedback and discussion are actively promoted throughout the sessions, which focus on dynamic engagement rather than just passive absorption of facts.

The main goal is to ensure that, upon completion, all delegates are significantly better prepared to address client requirements and contextualize the services and markets in which they operate and trade.

This instructor-led, live training in Vietnam (online or onsite) is designed for cloud administrators, architects, technology leaders, and financial analysts who want to record, manage, monitor, and process their organization's financial assets in the cloud.

By the end of this training, participants will be equipped to apply FinOps practices to forecast costs, optimize processes, and carry out financial management operations in the cloud.

This instructor-led, live training session, available online or onsite, targets intermediate-level finance professionals aiming to acquire comprehensive knowledge of FinOps principles and methodologies. This includes cloud financial management, optimization strategies, and fostering collaboration among finance, engineering, and business teams.

Upon completing this training, participants will be able to:

• Grasp the FinOps framework, its core principles, and operational phases.
• Effectively manage cloud costs through robust data analysis and governance.
• Foster collaboration between finance, engineering, and business units to align cloud expenditures.
• Utilize FinOps tools for cost allocation, forecasting, and optimization.
• Prepare effectively for the FinOps Certified FOCUS Analyst examination.

This trainer-led, live training in Vietnam (online or on-site) is designed for advanced-level cloud financial management professionals seeking to validate their expertise in cloud cost-related financial operations (FinOps).

Upon completion of this training, participants will be able to:

• Acquire the advanced knowledge necessary for the FinOps Certified Professional examination.
• Comprehend intricate FinOps methodologies, encompassing cost optimization, budget administration, and reporting.
• Cultivate practical abilities in deploying FinOps strategies within real-world situations.
• Ready themselves to pass the FinOps Certified Professional exam successfully.

This instructor-led live training (on-site or remote) is designed for accountants and bookkeepers who want to utilize Xero for their bookkeeping tasks.

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

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

This instructor-led, live training in Vietnam (online or onsite) is designed for beginner-level non-finance professionals seeking a foundational grasp of financial and accounting principles essential for effective business decision-making.

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.