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Data Analysis With Python

Data Analysis with Python course covers the basic concepts on how to collect, cleanse and analyse small or large datasets to extract insights from it. Participants will be exposed to basic data structures, data processing techniques, data analytics and visualization tools and libraries such as Pandas, Numpy, Matplotlib, Scikitlearn etc. Participants will be also challenged with our theoretical and extensive hands-on exercises to put their knowledge to the best.

Course Name Duration Entry Requirement Fee (SGD)
Data Analysis With Python 22 hrs Basic Computer Knowledge S$795

For alternate time slots, please call 63360244/96503505

Course Content

Module 1: Introducing to Python
  • Introduction to Python
  • Input and output operations in Python
  • Writing simple program
  • List: Basic operations
  • Tuple: Basic operations
  • Dictionary: Basic operations
Module 2: Introducing to Numpy
  • Basic Numpy array operations
  • Math operations
Module 3: Introducing to Pandas
  • Creating a DataFrame
  • Dealing with Rows and Columns
  • Indexing and Selecting data
  • Iterating over Rows and Columns
Module 4: Cleansing and Preparing the Data
  • Identify and Handle Missing Values
  • Data Formatting
  • Data Normalization Sets
  • Binning
  • Indicator variables
  • Data Munging in Python using Pandas
Module 5: Data Visualization
  • Introduction to Data visualization
  • Data visualization using Matplotlib

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Course Name Duration Entry Requirement Fee (SGD)
Data Analysis With Python 22 hrs Basic Computer Knowledge S$795
Time Slot
Please call 63360244/96503505
or
mail to info.sg@gteceducation.com
We also provides flexible timing to meet the customer's requirement

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