Garden Court South Beach

Durban, South Africa

Explore Our Courses

Data Analysis with Python, Pandas and Numpy

 14 Hours
This instructor-led, live training in Durban (online or onsite) is aimed at intermediate-level Python developers and data analysts who wish to enhance their skills in data analysis and manipulation using Pandas and NumPy.By the end of this training, participants will be able to:
  • Set up a development environment that includes Python, Pandas, and NumPy.
  • Create a data analysis application using Pandas and NumPy.
  • Perform advanced data wrangling, sorting, and filtering operations.
  • Conduct aggregate operations and analyze time series data.
  • Visualize data using Matplotlib and other visualization libraries.
  • Debug and optimize their data analysis code.
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Machine Learning with Python and Pandas

 14 Hours
This instructor-led, live training in Durban (online or onsite) is aimed at data scientists who wish to use Pandas to preform predictive analysis with machine learning. By the end of this training, participants will be able to:
  • Perform data wrangling in Python.
  • Conduct ETL operations for machine learning.
  • Create data visualizations with Pandas
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Accelerating Python Pandas Workflows with Modin

 14 Hours
This instructor-led, live training in Durban (online or onsite) is aimed at data scientists and developers who wish to use Modin to build and implement parallel computations with Pandas for faster data analysis. By the end of this training, participants will be able to:
  • Set up the necessary environment to start developing Pandas workflows at scale with Modin.
  • Understand the features, architecture, and advantages of Modin.
  • Know the differences between Modin, Dask, and Ray.
  • Perform Pandas operations faster with Modin.
  • Implement the entire Pandas API and functions.
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