Predictive Analytics Training in Taichung

This instructor-led live training in Taichung (online or on-site) is tailored for intermediate developers aiming to build AI-driven applications using predictive analytics and generative models.

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

• Grasp the core concepts of predictive AI and generative models.
• Utilize AI-enhanced tools for predictive coding, forecasting, and automation.
• Deploy Large Language Models (LLMs) and transformers for text and code generation.
• Implement time-series forecasting and AI-driven recommendation systems.
• Develop and fine-tune AI models for practical, real-world use cases.
• Assess ethical implications and adhere to best practices for AI deployment.

This instructor-led, live training in Taichung (online or onsite) is aimed at intermediate-level data professionals who wish to apply machine learning techniques to data-driven business problems, including sales forecasting and predictive modeling using neural networks.

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

• Understand the core concepts and types of machine learning.
• Apply key algorithms for classification, regression, clustering, and association analysis.
• Perform exploratory data analysis and data preparation using Python.
• Use neural networks for nonlinear modeling tasks.
• Implement predictive analytics for business forecasting, including sales data.
• Evaluate and optimize model performance using visual and statistical techniques.

This instructor-led, live training in Taichung (online or onsite) is designed for beginner-level IT professionals who wish to grasp the fundamentals of Predictive AI.

Upon completing this training, participants will be able to:

• Grasp the core concepts of Predictive AI and its practical applications.
• Collect, clean, and preprocess data for predictive analysis.
• Explore and visualize data to uncover valuable insights.
• Build basic statistical models to make informed predictions.
• Evaluate the performance of predictive models.
• Apply Predictive AI concepts to real-world scenarios.

This instructor-led, live training in Taichung (online or onsite) is tailored for intermediate-level DevOps professionals who wish to integrate predictive AI into their DevOps practices.

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

• Deploy predictive analytics models to anticipate and resolve challenges within the DevOps pipeline.
• Employ AI-driven tools to enhance monitoring and operational efficiency.
• Apply machine learning techniques to optimize software delivery workflows.
• Design AI strategies aimed at proactive issue resolution and process optimization.
• Address and navigate the ethical considerations associated with using AI in DevOps environments.

In this instructor-led live training in Taichung, participants will learn the mindset with which to approach Big Data technologies, assess their impact on existing processes and policies, and implement these technologies for the purpose of identifying criminal activity and preventing crime. Case studies from law enforcement organizations around the world will be examined to gain insights on their adoption approaches, challenges and results.

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

• Combine Big Data technology with traditional data gathering processes to piece together a story during an investigation.
• Implement industrial big data storage and processing solutions for data analysis.
• Prepare a proposal for the adoption of the most adequate tools and processes for enabling a data-driven approach to criminal investigation.

This instructor-led live training in Taichung (online or on-site) is designed for data scientists and data analysts who wish to automate, evaluate, and manage predictive models using DataRobot's machine learning capabilities.

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

• Import datasets into DataRobot to analyze, evaluate, and perform quality checks.
• Develop and train models to identify key variables and achieve prediction objectives.
• Interpret models to generate valuable insights that support business decision-making.
• Monitor and manage models to ensure optimal prediction performance.

This instructor-led live training (available online or onsite) is designed for beginner to intermediate-level analysts, researchers, and professionals who aim to leverage SPSS for data preparation, statistical analysis, and predictive modeling.