AI-Driven Drug Discovery and Development Training Course

This instructor-led live training in Thailand (online or onsite) is designed for biologists who want to understand the workings of AlphaFold and leverage its models to guide their experimental studies.

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

• Understand the basic principles of AlphaFold.
• Learn how AlphaFold functions.
• Learn how to interpret AlphaFold predictions and results.

This live, instructor-led training on Thailand (delivered online or on-site) is tailored for advanced professionals seeking to expand their computer vision knowledge. It focuses on utilizing TensorFlow’s strengths to build sophisticated vision models using Google Colab.

By the end of the program, participants will have the ability to:

• Construct and train convolutional neural networks (CNNs) with TensorFlow.
• Utilize Google Colab to achieve scalable and efficient cloud-based model development.
• Integrate image preprocessing techniques suitable for computer vision workflows.
• Deploy computer vision solutions for real-world use cases.
• Apply transfer learning to enhance the accuracy and performance of CNN models.
• Effectively visualize and analyze the results of image classification models.

This live, instructor-led training in Thailand (available online or onsite) provides an introductory overview of pattern recognition and machine learning. It explores practical applications within statistics, computer science, signal processing, computer vision, data mining, and bioinformatics.

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

• Apply core statistical methods to pattern recognition scenarios.
• Utilize key models, including neural networks and kernel methods, for data analysis.
• Implement advanced techniques to solve complex problems.
• Enhance prediction accuracy by integrating various models.

This instructor-led, live training session Thailand (delivered online or onsite) is specifically designed for intermediate data scientists and developers seeking to master the application of deep learning techniques through the Google Colab environment.

By the conclusion of this training, attendees will have the ability to:

• Set up and operate Google Colab for deep learning endeavors.
• Comprehend the basic mechanics of neural networks.
• Develop deep learning models with TensorFlow.
• Conduct the training and assessment of deep learning models.
• Apply sophisticated TensorFlow features to enhance deep learning projects.

This instructor-led live training, offered in Thailand (either online or onsite), is tailored for intermediate-level developers, data scientists, and AI practitioners seeking to maximize the potential of TensorFlow Lite in Edge AI scenarios.

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

• Comprehend the essential mechanics of TensorFlow Lite and its significance in Edge AI.
• Build and refine AI models through the use of TensorFlow Lite.
• Deploy TensorFlow Lite models onto a variety of edge devices.
• Leverage specialized tools and methods for model conversion and efficiency improvements.
• Create practical Edge AI implementations using TensorFlow Lite.

This instructor-led live training in Thailand (delivered online or onsite) is tailored for data scientists who intend to utilize TensorFlow for analyzing potential fraud data.

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

• Implement a fraud detection model using Python and TensorFlow.
• Establish linear regression models for fraud prediction.
• Create a full-stack AI application dedicated to fraud data analysis.

This instructor-led, live training in Thailand (online or on-site) is designed for developers and data scientists who aim to utilize TensorFlow 2.x to build predictors, classifiers, generative models, neural networks, and similar applications.

By the end of this training, participants will be capable of:

• Installing and configuring TensorFlow 2.x.
• Understanding the benefits of TensorFlow 2.x over previous iterations.
• Constructing deep learning models.
• Implementing an advanced image classifier.
• Deploying deep learning models to cloud, mobile, and IoT devices.

This live, instructor-led training in Thailand (online or onsite) is tailored for advanced professionals aiming to explore state-of-the-art XAI techniques for deep learning, with a specific focus on creating interpretable AI systems.

By the end of the program, participants will have the ability to:

• Grasp the difficulties associated with explainability in deep learning.
• Deploy advanced XAI techniques for neural networks.
• Decipher the decisions made by deep learning models.
• Analyze the trade-offs between high performance and transparency.