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Singapore: Essential Concepts to Demystified AI

Artificial intelligence (AI) has become a powerful force for change that is reshaping many facets of people’s life. Users can benefit from the promise of AI and improve their own intelligence by becoming familiar with its fundamental terms. Machine learning (ML), neural networks, deep learning, generative AI, and natural language processing (NLP) are five fundamental AI topics that GovTech has highlighted.

Recent advances in AI are driven by ML as it relies on examples and data rather than explicit programming. Machines can scan enormous volumes of data to find patterns and make precise predictions, much like training a toddler to recognise a cat through photographs rather than descriptions. Improvements in surveillance, voice transcription, medical diagnosis, and other fields have been made possible by this technology.

Complex systems called neural networks imitate the workings of the human brain. These networks, which are made up of interconnected nodes structured in layers, process data and produce insightful findings.

For instance, by using cat photographs to train neural networks, they can learn to recognise cat-like traits and tell them apart from other items. Increasingly complicated information can be processed by deep learning networks, a subset of neural networks that frequently process information beyond the capacity of human comprehension.

To perform complex tasks, deep learning includes training neural networks with several layers. These deep learning models, which are occasionally referred to as “black boxes,” demonstrate astonishing powers that go well beyond those of their designers.

They are particularly good at picture recognition, speech synthesis, and understanding natural language. Modern AI applications are being created thanks to the ongoing advancement of deep learning algorithms.

With the help of generative AI, robots can produce content on their own. With the ability of AI algorithms to produce hyperrealistic visuals, write essays, compose music, and more, this technology has ushered in a new era of creativity.

Using generative AI to understand text prompts and develop outputs that approximate human ingenuity. Users can see the symbiotic interaction between human imagination and artificial intelligence by utilising generative AI.

Understanding generative AI terms opens the door to harnessing AI algorithms for creative endeavours. Individuals can experiment with AI-assisted creative undertakings such as creating art, music, or writing, and use the power of generative AI to augment their creative output.

NLP gives computers the ability to grasp and interpret human language in the same way that humans do. NLP enables robots to interpret and generate text with context and meaning by overcoming problems such as ambiguity, sarcasm, idioms, and metaphors.

This technology is used to power technologies such as virtual assistants and chatbots. Emerging advances in NLP are redefining how users interact with technology, making it more intuitive and human-like.

Understanding AI’s underlying terms helps users to grasp its potential and elevate intelligence as it continues to impact the world. Neural networks, machine learning, deep learning, generative AI, and natural language processing (NLP) are critical pillars in the AI landscape. Users can expand their knowledge, creativity, and problem-solving abilities by embracing these concepts.

GovTech wants to embrace resilience, curiosity, and optimism as they traverse the revolutionary road ahead, collaborating with AI to create incredible feats that benefit humanity.

Further, knowing the 5 AI terms for heightened intelligence provides users with the information and vocabulary required to properly traverse the AI ecosystem. It enables users to comprehend, work with, and contribute to AI systems, allowing for personal and professional development while encouraging responsible and informed participation with this disruptive technology.


Qlik’s vision is a data-literate world, where everyone can use data and analytics to improve decision-making and solve their most challenging problems. A private company, Qlik offers real-time data integration and analytics solutions, powered by Qlik Cloud, to close the gaps between data, insights and action. By transforming data into Active Intelligence, businesses can drive better decisions, improve revenue and profitability, and optimize customer relationships. Qlik serves more than 38,000 active customers in over 100 countries.


As a Titanium Black Partner of Dell Technologies, CTC Global Singapore boasts unparalleled access to resources.

Established in 1972, we bring 52 years of experience to the table, solidifying our position as a leading IT solutions provider in Singapore. With over 300 qualified IT professionals, we are dedicated to delivering integrated solutions that empower your organization in key areas such as Automation & AI, Cyber Security, App Modernization & Data Analytics, Enterprise Cloud Infrastructure, Workplace Modernization and Professional Services.

Renowned for our consulting expertise and delivering expert IT solutions, CTC Global Singapore has become the preferred IT outsourcing partner for businesses across Singapore.


Planview has one mission: to build the future of connected work. Our solutions enable organizations to connect the business from ideas to impact, empowering companies to accelerate the achievement of what matters most. Planview’s full spectrum of Portfolio Management and Work Management solutions creates an organizational focus on the strategic outcomes that matter and empowers teams to deliver their best work, no matter how they work. The comprehensive Planview platform and enterprise success model enables customers to deliver innovative, competitive products, services, and customer experiences. Headquartered in Austin, Texas, with locations around the world, Planview has more than 1,300 employees supporting 4,500 customers and 2.6 million users worldwide. For more information, visit


SIRIM is a premier industrial research and technology organisation in Malaysia, wholly-owned by the Minister​ of Finance Incorporated. With over forty years of experience and expertise, SIRIM is mandated as the machinery for research and technology development, and the national champion of quality. SIRIM has always played a major role in the development of the country’s private sector. By tapping into our expertise and knowledge base, we focus on developing new technologies and improvements in the manufacturing, technology and services sectors. We nurture Small Medium Enterprises (SME) growth with solutions for technology penetration and upgrading, making it an ideal technology partner for SMEs.


HashiCorp provides infrastructure automation software for multi-cloud environments, enabling enterprises to unlock a common cloud operating model to provision, secure, connect, and run any application on any infrastructure. HashiCorp tools allow organizations to deliver applications faster by helping enterprises transition from manual processes and ITIL practices to self-service automation and DevOps practices. 


IBM is a leading global hybrid cloud and AI, and consulting services provider, helping clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. Nearly 3,800 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently, and securely. IBM’s breakthrough innovations in AI, quantum computing, industry-specific cloud solutions and business services deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity, and service. For more information, visit