Certificate in Data Mining

Course Overview:

The Certificate in Data Mining at Sedney Institute of Technical & Vocational Training provides hands-on training in extracting valuable insights from large datasets using advanced data mining techniques. This course covers data preprocessing, classification, clustering, association rule mining, and predictive analytics, equipping learners with essential skills for careers in data science, business intelligence, and machine learning.

What You Will Learn:

✔ Introduction to Data Mining & Knowledge Discovery

✔ Data Preprocessing & Feature Engineering

✔ Classification Techniques (Decision Trees, Naïve Bayes, SVM)

✔ Clustering Methods (K-Means, Hierarchical Clustering)

✔ Association Rule Mining (Apriori & FP-Growth)

✔ Text Mining & Sentiment Analysis

✔ Predictive Analytics & Machine Learning Integration

✔ Data Mining Tools & Software (Python, R, Weka, SQL)

Who Should Enroll?

• Aspiring data analysts & data scientists

• Business intelligence & market research professionals

• IT & software developers interested in AI & machine learning

• Researchers working with large datasets

Career Opportunities:

Graduates can work in:

✅ Data Science & Machine Learning

✅ Business Intelligence & Market Research

✅ Financial & Risk Analysis

✅ Healthcare & Epidemiological Data Mining

✅ E-commerce & Customer Behavior Analytics