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Data Mining and Advanced Statistical Modeling

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Data Mining and Advanced Statistical Modeling Course

This Data Mining and Advanced Statistical Modeling course will give students deep understanding of the methods in data mining and predictive analytics.

Credential College certificate

Duration 40 Hours

Location Toronto, Ontario

Data Mining and Advanced Statistical Modeling Course

It covers various advanced modeling procedures and applications. These procedures and applications include classification, prediction, exploration, association rules and time series forecasting. These procedures and applications are performed and illustrated with real data in analytics software such as SAS, Python. In addition, this advanced statistical modeling course, students are given hands-on, industry and business cases to enhance their understanding of statistical models. The learning outcome is to prepare students with practical experience in conducting real-world data analytics projects.

Admission Requirements:
Fundamentals of Statistics and SAS Programming or Python

Topics of the Statistical Modeling Course:

  • Predictive Analytics
  • Data Sampling, Target, Bivariate Analysis, Interaction and Transformation
  • Data Exploration, Performance Checking and Univariate Analysis
  • Linear Regression and Application
  • Logistic Regression and Application
  • Decision Tree and Application
  • Developing Time Series Model and Application
  • Developing Association Rules
  • Discriminant Analysis for Classification Analytics
Course Schedule

Who should take this course?

Data analysts, financial analyst, marketing analyst, reporting analysts, data scientists, statisticians, computer programmers, students of data analytics, …

Who Is The Lead Instructor Of This Course?

Mr. Palawat Supharerk is the instructor of this course. He has been a Data Science project practitioner for more than 10 years, has managed large-scale project in support of IBM Global Delivery Services and Ontario government initiatives. In addition he is a SAS Certified Base and Advanced Programmer. He has an MBA in Finance and additional credentials, including PMP and ITIL v3 Foundation. Now Mr. Supharerk is a part-time data science instructor at Metro College of Technology while serving as data scientist for the Government of Ontario.

Please call 416 585 9880 for schedule and tuition information.

If you are interested in a career as data analyst or data scientist, please visit our Data Science and Application program.

What graduates are saying about Metro College of Technology?

AWAIS REHMAN, Data Analyst

When I joined Metro College I was on a contract position and looking to develop skills required to be a successful analyst. Right after I completed the SAS Programming Certificates, I was promoted to a management position at a major telecom company. I am very happy with the progress of my career.

LINGFANG XU, Accounts Payable Clerk

I just wanted to say thank you for all your support, I finally got the job of my dreams as an Accounts Payable clerk. Thank you Metro College!

FARZAD A. DAHOOEI, Structural Engineering Designer

Studying Civil Engineering Design at Metro College updated my knowledge of the most useful software in civil and structural design in a reasonable time. Doing Co-Op not only helped me find my desired job but also enriched me with the Canadian experience to fulfil the criteria to apply for P.Eng designation.

HUAQIONG HAN

It is a fantastic experience of learning here for Computerized Accounting. I finished the Diploma in 8 months here and spent another two weeks finding a job without any background of Accounting. Very nice and patient teachers and perfect job hunting training. One of the best technology school in Toronto.

Our instructors are not only qualified professionals but also industry-specific experts. Every one of our programs is designed with input from industry leaders to prepare you with the industry know-how and how to do it.

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