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
The 55375AC: Fundamentals of Machine Learning certification provides validation for a comprehensive understanding of machine learning principles. It includes key areas such as algorithms, data models, statistics, data analysis, and prediction systems.
This programme empowers you with the skills and confidence to exploit opportunities and accelerate data-driven investing decisions. Through lectures, real-world case studies, discussions, and hands-on exercises you will gain insights into various real-world applications.
This one-day instructor-led course introduces participants to the big data capabilities of Google Cloud Platform and showcases the ease, flexibility, and power of big data solutions on Google Cloud Platform.
This 3-day instructor-led course provides you with the knowledge to understand the fundamentals of Data Science and Machine Learning, creating simple machine learning implementation in Cloud.
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