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.
DurationThe 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.
Masters in AI includes industry-relevant courses, such as Data Science with Python, Machine Learning, Deep Learning, NLP, and Chat GPT and also features hackathons and AMA sessions hosted by IBM. Get job-ready in the AI domain with Capstone projects, practical labs, and hands-on projects.
Artificial intelligence (AI) refers to intelligent human-like behaviour exhibited by machines. It is a topic with a long history and involves various technologies, tools, and applications.
Learn from the terminology, principles and the different types of artificial intelligence to its challenges and risks and its future.
The AI course is able to give you insight into applying various approaches and algorithms to solve business problems through AI and ML.
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.
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