The aim of this course is to introduce participants to programming using the Python programming language, with a specific focus on data science. This means the skills and knowledge required to conduct and problem solve data science experiments programmatically.
The aim of this course is to introduce participants to programming using the Python programming language, with a specific focus on data science. This means the skills and knowledge required to conduct and problem solve data science experiments programmatically.
Upon completing the course, participants will be able to analyse data science problems and conduct experiments by assembling a series of computer instructions to solve problems programmatically.
Participants will be able to explain and write computer instructions that employ the use of variables, input and output statements, decision making constructs, repetition constructs and functions.
They will also learn to test and debug computer programs to ensure that programs perform as they are intended to. Popular libraries used for data science will also be covered.
Learning Objectives:
First established in 2002, Republic Polytechnic (RP) had an initial enrolment of just 800. Over the years, RP has grown from strength to strength building our reputation as a tertiary institution of academic excellence. Today, we are home to a lively community of about 14,000 students and more than 1,000 staff.
The first educational institution in Singapore to leverage the Problem-based Learning approach for all its diploma programmes, RP has seven schools offering courses in Applied Science, Engineering, Management and Communication, Hospitality, Infocomm, Sports, Health & Leisure, and Technology for the Arts.
To support Singapore’s national effort to promote continuous, lifelong learning, our Academy for Continuing Education (ACE) offers a wide range of part-time programmes.
Republic Polytechnic is committed to nurturing innovation and entrepreneurial learning in an environment that develops problem-solving skills and lifelong learning opportunities. Its holistic and broad-based curriculum prepares students for an active and meaningful role in society as problem solvers, respected professionals and passionate citizens.
Republic Polytechnic strives for excellence by achieving various international and national accreditations, including ISO 9001, ISO 14001, ISO 45001, ISO 22301.
This course demystifies machine learning concepts and helps you gain technical grounding and foresight for digital transformation in business.
This course will equip participants with the technical skills to apply machine learning algorithms and deploying practical Artificial Intelligence (AI) models with an industrial edge controller for anomaly detection and predictive maintenance.
The Artificial Intelligence module introduces the potential of artificial intelligence (AI) – the intelligence demonstrated by a machine when it perceives its environment and takes actions that maximise the likelihood of achieving specific goals.
The focus of the 3-day course will be the hands-on practice of using relevant AI tools for copywriting, image, audio, and video production. Learners will be given real-life marketing content briefs as class projects and to use AI tools to create the relevant content.
AI content tools are exploding in popularity for their ability to instantly generate high-quality written content at scale. Creators and marketers should leverage these capabilities now to establish a competitive advantage or risk falling behind the AI-powered content curve.
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