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Python for Data Analytics

COURSE DESCRIPTION:

This Python for Data Analytics course (Python programming course) provides students with a comprehensive, yet straight-forward training in Python programming for data analytics. It starts from fundamental Python & syntax, going through the middle level of Python functional programming, reaching advanced features of Python for data analytics and introduction to working experience of Pandas, Numpy, SciPy, etc.. This Python training course will require students to complete a Python data analytics project in order to enhance their hands-on skills in using Python in their work place.

TOPICS OF THE COURSE:

  • Introduction, background, Anaconda Cloud Installation, and Jupyter Notebook
  • Python data structures, data types, variables, and objects
  • Python package: NumPy and SciPy package
  • Python package: Pandas
  • Data manipulation and wrangling using Pandas

  • Data aggregation and summarization using Pandas
  • Logic, control flow and user-defined functions
  • Visualization using Matplotlib and Season package
  • Machine learning with Sci-kit Learn package
  • Other important Python packages

WHO SHOULD TAKE THIS COURSE?

This course is designed for data analysts, reporting analysts, data scientists, statisticians, mathematicians, computer programmers and application developers.

WHO IS THE INSTRUCTORS OF THIS COURSE?

Mr. Ar Kar Min is the lead instructor of this Python programming course. He is a Certified Advanced SAS programmer and holds a Master in Public Health and a Master of Management Analytics from Queen’s University. He has over 10+ years of work experience in the health care and telecom industry with wide range of knowledge and skills, including reporting, and high level data analysis. His knowledge of end-to-end data base marketing process and procedures enables him to identify data issues, discrepancies and improve accuracy. He is proficient in using statistical software packages to prepare analytical reports. He worked as a senior data consultant and database marketing campaign manager for a Toronto-based telecommunication company for 8 years. He received a 2014 Rogers CEO Team Award of the year. Now Mr. Ar Kar Min works for an insurance company as a senior manager in data analytics using Python. On part-time basis, he is a data science instructor at Metro College of Technology.

CREDENTIAL:College certificate

HOURS: 60

LOCATION OF COURSE DELIVERY: Toronto, Ontario (click here)