This course covers the fundamentals of machine learning principles and practices, with a practical focus. You will be introduced to the concept of Supervised and Unsupervised machine learning with the help of Python libraries such as scikit-learn and pandas.
DurationThis course covers the fundamentals of machine learning principles and practices, with a practical focus. You will be introduced to the concept of Supervised and Unsupervised machine learning with the help of Python libraries such as scikit-learn and pandas. You will get to experience guided programming and hands-on practical sessions.
What You'll Learn:
At Temasek Polytechnic, we are held together by our long and proud history, which has given rise to values, traditions and events that make up the TP culture. The TP community is firmly bonded in a caring and vibrant environment that is passionate about creating a better tomorrow for everyone.
At TP, every student is given the opportunity to achieve their personal best. Our students are groomed to become values-led leaders with vision, character and heart, excelling beyond their academic pursuits.
We nurture them to become self-directed learners while equipping them with strong knowledge and skills foundations. In this way, they graduate as well-rounded, industry-ready professionals who can contribute meaningfully to the global community.
This course explores how to use the machine learning (ML) pipeline to solve a real business problem in a project-based learning environment. Students will learn about each phase of the pipeline from instructor presentations and demonstrations
This course focus on the Artificial Intelligence (AI) and Machine Learning in Risk Assessment utilize advanced algorithms and data-driven tools to analyse workplace data, identify potential hazards, and predict safety risks.
Acquire essential knowledge on Artificial Intelligence, Machine Learning, and their impact on businesses.
This course teaches you how to optimize the performance of predictive models beyond the basics by implementing various data munging and wrangling techniques.
Datamite's Machine Learning course will prepare you an expert in machine learning, a form of artificial intelligence that automates data study to enable computers to learn and comply through experience to do exact tasks without accurate programming.
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