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AI for Machine Learning
Machine learning is the engine underneath most of what people call AI. The AI for Machine Learning courses run from fundamentals through to production - data mining, model building, deep learning with PyTorch, computer vision and reinforcement learning.
Courses in this collection also cover the major cloud certifications, including Microsoft Azure AI and AWS machine learning credentials, alongside AI vibe coding courses that build models with AI-assisted development tools.
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CASL - Computer Vision for Beginners
- CASL
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
Unlock the potential of visual data with our WSQ-endorsed Computer Vision for Beginners course. This foundational course is designed to introduce you to the basics of computer vision, from image analysis to object detection. Through hands-on exercises, you will learn how to manipulate images and videos using a variety of techniques and tools, laying the groundwork for more advanced studies in the field.By the end of ....$1,000.00 (GST-exclusive)$1,090.00 (GST-inclusive)before funding and GST
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WSQ - Data Mining and Machine Learning Fundamentals for Beginners
- WSQ
- SFC
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
Upgrade your data skills with our cutting-edge WSQ Data Mining and Machine This course introduces the fundamentals of Data Mining and Machine Learning, equipping beginners with the necessary skills to apply these principles in assessing business insights and integrating information from datasets for informed decision-making. Participants will gain a solid understanding of the data mining process, the impact of machin....$750.00 (GST-exclusive)$817.50 (GST-inclusive)before funding and GST
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CASL - Python Text Mining and Analytics: Transforming Text into Insights
- CASL
- SFC
- PSEA
- SFEC
- Absentee Payroll
- MCES
This course, Python Text Mining and Analytics: Transforming Text into Insights, is designed to equip professionals with the skills needed to develop effective text analytics solutions using the CRISP-DM framework. Participants will learn to read in text corpuses and perform essential text preprocessing techniques using Python, including tokenization, stemming, lemmatization, and vectorization methods like TF and TF-I....$720.00 (GST-exclusive)$784.80 (GST-inclusive)before funding and GST
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CASL - Pattern Recognition and Machine Learning with R
- CASL
- PSEA
- SFEC
- Absentee Payroll
- MCES
Dive into the intricate world of pattern recognition and machine learning with our WSQ-accredited course. This course is structured to take you from the essentials of R programming to the complexities of machine learning algorithms. You will learn to deploy pattern recognition techniques for data classification, delve into clustering methods, and explore predictive analytics. Real-world examples and projects are inte....$750.00 (GST-exclusive)$817.50 (GST-inclusive)before funding and GST
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CASL - Practical Reinforcement Learning for Beginners
- CASL
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
Unlock the transformative power of artificial intelligence with our WSQ-endorsed Practical Reinforcement Learning for Beginners course. As one of the most dynamic fields in AI, reinforcement learning offers unparalleled opportunities for problem-solving and decision-making. This course guides you through the foundational algorithms and techniques, all while offering hands-on experience through real-world projects. Yo....$750.00 (GST-exclusive)$817.50 (GST-inclusive)before funding and GST
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WSQ - Building Advanced Machine Learning and AI Solutions with Pytorch
- WSQ
- SFC
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
Embark on a groundbreaking journey with our WSQ-endorsed Pattern Recognition with Pytorch course. This course will introduce you to the complexities of recognizing patterns in data sets, utilizing Pytorch as the main framework. Through real-world examples and hands-on projects, you'll get to grips with neural networks, image recognition, and various machine learning algorithms, sharpening your skills in data analysis....$750.00 (GST-exclusive)$817.50 (GST-inclusive)before funding and GST
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WSQ - Microsoft Azure AI Fundamentals (AI-901)
- WSQ
- SFC
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
This Microsoft Azure AI Fundamentals (AI-901) course provides learners with a foundational understanding of artificial intelligence (AI) concepts and how AI solutions can be implemented using Microsoft Azure. Designed for learners with both technical and non-technical backgrounds, the course introduces the core principles, services, and practical applications of AI in a cloud environment. Learners will explore key ar....$800.00 (GST-exclusive)$872.00 (GST-inclusive)before funding and GST
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WSQ - Developing AI Apps and Agents on Azure (AI-103)
- WSQ
- SFC
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
Developing AI Apps and Agents on Azure (AI-103) equips learners with the practical knowledge and skills to design, develop, deploy, and manage intelligent AI applications and autonomous agents using Microsoft Azure AI technologies. The course focuses on building modern AI solutions that combine generative AI, AI agents, enterprise data, and cloud-based AI services to address real-world business requirements.Learners ....$900.00 (GST-exclusive)$981.00 (GST-inclusive)before funding and GST
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WSQ - Microsoft Azure Data Scientist Associate (DP-100)
- WSQ
- SFC
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
Unlock your potential in the world of data science with Microsoft Azure Data Scientist Associate (DP-100) course. This course provides a comprehensive overview of how to design and implement data science solutions on the powerful Azure platform. Whether you are a beginner or an experienced professional, this course will help you gain a deeper understanding of Azure's tools and techniques, enabling you to solve comple....$800.00 (GST-exclusive)$872.00 (GST-inclusive)before funding and GST
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WSQ - AWS Certified AI Practitioner Training
- WSQ
- SFC
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
This WSQ AWS Certified AI Practitioner Training provides learners with a comprehensive foundation in AI and machine learning using AWS technologies. Participants will explore fundamental AI concepts, machine learning workflows, and generative AI capabilities to develop AI-driven applications. The course covers AWS AI services, including Amazon Q and AWS AI Bedrock, enabling learners to deploy and optimize foundation ....$900.00 (GST-exclusive)$981.00 (GST-inclusive)before funding and GST
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WSQ - AWS Certified Machine Learning Engineer Associate Training
- WSQ
- SFC
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
The WSQ AWS Certified Machine Learning Engineer Associate Training equips you with essential skills to handle machine learning projects on AWS platforms. You will learn to validate and prepare data for ML, ensuring accuracy, cleanliness, and integrity. The course covers key machine learning methodologies and metrics to develop and refine effective ML models. You will also explore AWS tools and software to deploy mach....$1,500.00 (GST-exclusive)$1,635.00 (GST-inclusive)before funding and GST
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WSQ - Google Professional Machine Learning Engineer Training
- WSQ
- SFC
- PSEA
- UTAP
- SFEC
- Absentee Payroll
- MCES
Embark on a transformative journey towards becoming a Google Professional Machine Learning Engineer. Our comprehensive preparation course is meticulously designed to cover all the critical facets of machine learning, ensuring you gain the expertise needed to pass the certification exam confidently. By engaging with this course, you will dive deep into the development of scalable machine learning models, understanding....$1,600.00 (GST-exclusive)$1,744.00 (GST-inclusive)before funding and GST
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Google Professional Machine Learning Engineer Training
Google Professional Machine Learning Engineer Training prepares you for the Google Cloud Professional Machine Learning Engineer certification, which validates your ability to design, build, deploy and operate machine learning solutions on Google Cloud. Certified ML engineers bring models from experimentation into reliable production systems, using Vertex AI and Google Cloud's data and AI services. The course is desig....$1,400.00 (GST-exclusive)$1,526.00 (GST-inclusive)before funding and GST
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AI Vibe Coding for Machine Learning
AI Vibe Coding for Machine Learning shows you how to build, train, evaluate and deploy machine learning models by directing AI coding assistants such as Cursor, GitHub Copilot and Claude. Instead of memorising every library function, you describe your goal in plain English, review the Python code the AI writes and guide it until your model performs well. The course is designed for analysts, developers, engineers and ....$700.00 (GST-exclusive)$763.00 (GST-inclusive)before funding and GST
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AI Vibe Coding for Computer Vision
AI Vibe Coding for Computer Vision teaches you how to build computer vision applications in Python by directing AI coding assistants such as Cursor, GitHub Copilot and Claude. Computer vision lets software understand images and video, powering applications such as quality inspection, people counting, document scanning, security monitoring and retail analytics. With vibe coding you describe what you want in plain Engl....$350.00 (GST-exclusive)$381.50 (GST-inclusive)before funding and GST
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AI Vibe Coding for Deep Learning
AI Vibe Coding for Deep Learning shows you how to build real deep learning models with PyTorch by directing AI coding assistants such as Cursor, GitHub Copilot and Claude, instead of writing every line yourself. You describe what you want in plain English, review the code the AI produces and guide it until the model works, which lets you focus on understanding the concepts and results. The course is designed for deve....$700.00 (GST-exclusive)$763.00 (GST-inclusive)before funding and GST
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AI-901 Microsoft Azure AI Fundamentals
AI-901 Microsoft Azure AI Fundamentals prepares you for the Microsoft AI-901 certification exam, which validates foundational knowledge of artificial intelligence concepts and the ability to build simple AI solutions on Microsoft Azure. The course introduces core AI workloads and shows how Microsoft Foundry and Azure AI services make them accessible to developers and business users alike. It is designed for students,....$700.00 (GST-exclusive)$763.00 (GST-inclusive)before funding and GST
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AI-103 Microsoft Certified Azure AI Apps and Agents Developer Associate
AI-103 Microsoft Certified Azure AI Apps and Agents Developer Associate prepares developers to design, build and deploy AI applications and agents on Microsoft Azure and to pursue the AI-103 certification. The course focuses on building generative AI solutions with Microsoft Foundry and Azure AI services, from retrieval-augmented chat applications to agents that use tools and act on data. It is designed for software ....$700.00 (GST-exclusive)$763.00 (GST-inclusive)before funding and GST
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AI-200 Microsoft Certified Azure AI Cloud Developer Associate
AI-200 Microsoft Certified Azure AI Cloud Developer Associate prepares developers for the Microsoft AI-200 certification, which validates the skills to build, deploy and operate AI-enabled cloud solutions on Microsoft Azure. The course emphasises the cloud development foundations that AI applications depend on, including containers, data services, integration, security and monitoring, alongside the AI services that p....$1,800.00 (GST-exclusive)$1,962.00 (GST-inclusive)before funding and GST
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AI-300 Microsoft Certified Machine Learning Operations Engineer Associate Exam Prep
AI-300 Microsoft Certified Machine Learning Operations Engineer Associate Exam Prep equips you with the knowledge and skills to set up and operate machine learning operations (MLOps) and generative AI operations (GenAIOps) on Microsoft Azure, and prepares you for the AI-300 certification exam. MLOps engineers bring discipline to how models are built, deployed, monitored and improved, so AI solutions stay reliable, se....$1,400.00 (GST-exclusive)$1,526.00 (GST-inclusive)before funding and GST
