This course acquaints course participants with analytics scenarios for different industries and focuses on the application of supervised and unsupervised learning techniques suited for large and complex datasets. It also covers methods to evaluate and improve machine learning models.
DurationEffective Machine Learning allows computers to learn and make accurate predictions based on data. This course acquaints course participants with analytics scenarios for different industries and focuses on the application of supervised and unsupervised learning techniques suited for large and complex datasets. It also covers methods to evaluate and improve machine learning models.
What You'll Study:
Established as an institution of higher learning in 1992, Nanyang Polytechnic's (NYP) academic schools offer quality education and training through more than 40 full-time diploma courses and common entry programmes.
NYP also has a full suite of continuing education and training (CET) options for lifelong learning, ranging from specialist and advanced diplomas, to SkillsFuture modules and courses.
NYP's Asian Culinary Institute and the Singapore Institute of Retail Studies are CET institutes set up in partnership with SkillsFuture Singapore (SSG) to champion and transform Singapore's F&B and retail sectors respectively.
A third NYP CET institute - the National Centre of Excellence for Workplace Learning - also set up in collaboration with SSG, will spearhead the development of progressive workplace learning strategies and programmes for companies here.
This one-day course focuses on adapting existing algorithms to work with a collection of data files or a single file that is too big to fit in memory. Learn to represent big data in MATLAB®, adjust existing code to work efficiently with it, and scale up the analysis to take advantage of your own c...
Learn how to use popular Python libraries for data visualization, such as Matplotlib, Seaborn, Plotly, or Bokeh to create basic visualizations like bar charts, line plots, scatter plots, histograms, and pie charts.
Data Visualization is the graphical representation of information and data by translating information to a visual context to make it for the easier for the human brain to understand and pull insights from.
Learn how to Get & Transform Data to Prepare Interactive Dashboards Power BI is one of the most popular Data Visualization tool, and a Business Intelligence Tool.
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.
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