Python for Data Science


Nowadays Python is an increasingly popular data analytics tool in industry. It has a number of mature libraries which allow people to take advantage of the beauty, flexibility, and performance of Python without sacrificing the functionality these older programs have accumulated over the years, as a result, it is one of the top requirements the related job positions need.

This certificate will prove your abilities on data manipulation, data processing, data visualization and basic machine learning modelling with Python, so that it will make you easier while seeking for a data scientist/data analyst position.

SKU: DSA-PY Category: Tag:


Qualifying Participants

Individuals who have a basic science and analysis background. It is best suited for those with the capability of leveraging applied science with python and other similar computing languages. Participants should be able to utilize these skill sets to conduct data analysis and generate data visualization reports based on different business scenarios.


Testing Standards

Basic Theory: Statistics, Probability, Data Mining, Basic Python Programming, Data Processing, Data Visualization, Machine Learning

Tools and Software Requirements: Python


Prerequisite Skills: Ability to utilize python and similar tools to generate data visualization reports through implementing data control, data processing, data cleaning, analysis and related tasks.


Exam Topics

  • Foundations of Numpy and Panda
  • Data Manipulation
  • Data Visualization
  • Basic Machine Learning (Linear Regression, Logistic Regression, Decision Tree, Random Forest…)


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