AI and Machine Learning Training
Our corporate training and AI consultancy services are designed to help you navigate the complexities of AI and Machine Learning, while also offering data analytics courses to enhance your team's skills.
Our corporate training and AI consultancy services are designed to help you navigate the complexities of AI and Machine Learning, while also offering data analytics courses to enhance your team's skills.

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There is a rising demand for data analytics professionals, especially among large corporations. At its core, data analytics is about uncovering hidden patterns in data and deriving actionable insights, often achieved through AI and machine learning algorithms. However, the science of data analytics is frequently misunderstood, complicated by the use of technical jargon and models that are not well explained. We believe that the power of analytics should not be limited to large corporates who can afford to hire professionals with specialized technical expertise. Given that many individuals in organizations handling data and business operations may not have technical qualifications, true transformation will occur when everyone—both "techies" and "non-techies"—can engage in meaningful discussions about interpreting data and mobilizing it to generate insights for decision-making. In line with this vision, our corporate mission is to facilitate industry transformation and create equitable growth opportunities for all through data analytics. We aim to make data analytics simple and accessible to everyone through our education initiatives and AI consultancy services, including comprehensive corporate training and specialized data analytics courses.

ANN stands for Artificial Neural Network, a popular and powerful AI algorithm designed to simulate the way the human brain analyzes and processes information. We incorporated our company as ANN-Sense Pte. Ltd. to underscore our commitment to providing AI consultancy and corporate training services. Through our education and consultancy services, we aim to help you make sense of AI, as well as to harness the power of AI in our data analytics courses to better understand and utilize data.
Skilled data analysts and data scientists are among the most sought-after professionals globally, driven by companies’ relentless pursuit of greater profitability and competitiveness. This trend is expected to intensify in the future, as there is an increasing recognition that analytics can help exploit opportunities and achieve these business goals. In ANN-SENSE, we are laser-focused on two key areas: (1) AI consultancy, and (2) corporate training that includes data analytics courses. We are dedicated to helping you acquire these essential capabilities to stay relevant in this fast-changing economy.
We understand that not everyone may come from a technical background; however, having a basic understanding of AI and machine learning concepts is crucial for engaging in meaningful discussions about data collection, interpretation, and leveraging insights for business transformation. The key lies in understanding your audience and effectively communicating these key concepts to facilitate productive discussions.
As an education provider specializing in corporate training, we have designed our data analytics courses to be structured, bite-sized, and organized to ensure that concepts flow coherently. Our course materials are well-paced and include plentiful application scenarios, making your learning journey both pleasant and relatable.
In addition to our courses, our AI consultancy services can help you extract key insights from relevant AI models. We explain the findings and strategic options in layman's terms to your stakeholders, aiding in informed decision-making.

Andy is an experienced trainer and consultant in data science and data analytics, with a focus on AI consultancy. With nearly 30 years of working experience across various sectors, including universities, startups, and government bodies, Andy has played a crucial role in analyzing the growth potential of Infocomm companies. He has supported numerous startups, SMEs, and MNCs in tapping into government grants to kickstart their digitalization initiatives. Additionally, he has coached and account managed promising startups during their incubation in one of Singapore’s renowned ecosystems, including BLK 71. Before fully dedicating himself to corporate training, he was part of the Singapore civil service, working on economic research and policy initiatives. Through these experiences, Andy has gained unique insights into the real-world challenges faced by corporates and individuals, including the limitations and trade-offs of government policies. As a trainer, he delivers data analytics courses that focus on business insights and macroeconomic trends analysis, incorporating real-world case studies to help learners understand and apply their knowledge effectively. Furthermore, Andy participates in coaching sessions, sharing his expertise to assist data analysts in overcoming challenges in their work.
In addition to his role at ANN-SENSE, Andy has active teaching engagements with Gen Infiniti Academy, Singapore Polytechnic (SP), Singapore University of Social Sciences (SUSS), Singapore Business Federation (SBF), PSB Academy, and others. He holds a WSQ Advanced Certificate in Training and Assessment (ACTA), specializing in conducting courses for continuing professional development.
Andy graduated with a Master’s Degree in Applied Economics from the National University of Singapore, achieving a distinguished CAP score of 4.6.
I highly recommend Mr. Tai as an instructor for anyone interested in data analytics courses, machine learning, and statistics. His clear and systematic delivery makes complex concepts easy to grasp, while his teaching materials facilitate practical application of the subjects covered. His concept maps provide concise summaries of key information necessary for understanding the topic.
He is very accommodating, helpful, and patient with all his students. Mr. Tai has a remarkable ability to break down complex lectures into simpler, digestible parts. I admire his extensive knowledge and expertise in statistics and data science, particularly using the R programming language. If you are looking to delve deeper into data science topics, I highly recommend seeking out Mr. Tai for corporate training.
His patience and helpfulness make him an excellent instructor. His lessons are well-structured, and he explains technical concepts in layman's terms, making them accessible for those without a STEM background. I enjoyed every lesson and learned a wealth of new information.
He consistently goes the extra mile for his students, encouraging us to critically engage with the tools available in our data analytics courses.
During my time in his data analytics course, he provided clear explanations of machine learning concepts and the underlying mathematical foundations. Although math and coding are not my strong suits, he made it easy for me to understand the logical aspects. It's evident that he possesses in-depth knowledge of the subject matter.
Mr. Tai excels at creating effective concept maps that connect everything together, and he takes the time to address my doubts thoroughly.
Andy is an exceptionally approachable and competent trainer. I took R programming with him, and he has a remarkable ability to grasp our questions at a deeper level during live sessions, helping us untangle our confusion without needing excessive explanation. I appreciate his enthusiasm for making a typically dry subject engaging and enjoyable. He is a highly organized trainer who maintains focus, even in a larger virtual classroom setting.
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