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Data Scientist Level 5: Data Science Capstone Project

Course Outlines

  • Data science project problem statement.
  • Complete data science life-cycle steps.
  • Presenting and sharing the results.

What you'll learn

  • This Data Science Capstone course will give you an overview of Data Science decision life cycle which includes data processing, building the model, representing results and improving the model performance.
  • In this course you will learn,
  • Data Processing – Apply data processing techniques to make the raw data meaningful.
  • Model Building – Use regression, classification and clustering algorithms to build Machine Learning models and make predictions.
  • Here you will follow the complete data science lifecycle which includes steps such as data processing, Model building and trining, k-fold crossvalidation process and model tuning.
  • Model Fine-tuning – Applying various techniques to improve the accuracy and selecting the best model on the basis of accuracy.
  • Dashboarding and Representing Results – This is the last step, here you will export the results into a dashboard with meaningful insights using Tableau.

Course Content

  • This Data Science Capstone course will give you an overview of Data Science decision life cycle which includes data processing, building the model, representing results and improving the model performance.
  • In this course you will learn,
  • Data Processing – Apply data processing techniques to make the raw data meaningful.
  • Model Building – Use regression, classification and clustering algorithms to build Machine Learning models and make predictions.
  • Here you will follow the complete data science lifecycle which includes steps such as data processing, Model building and trining, k-fold crossvalidation process and model tuning.
  • Model Fine-tuning – Applying various techniques to improve the accuracy and selecting the best model on the basis of accuracy.
  • Dashboarding and Representing Results – This is the last step, here you will export the results into a dashboard with meaningful insights using Tableau.

Customize a Course

We will be happy to assist you for inquiries about a customized scheduled or program:
Rachael McPherson, Director of Sales
☎(250)882-9549 📧[email protected]
Caroline Santos, Corporate and Custom Sales Manager- Eastern Canada
☎(514)771-3206 📧[email protected]

Course Info

Prerequisites
Data Scientist Master Level 1: Python for Data Science
Data Scientist Master Level 2: Data Science with Python
Data Scientist Master Level 3: Machine Learning
Data Scientist Master Level 4: Tableau
Duration
10 Hours

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Customize A Course
We will be happy to assist you for inquiries about a customized scheduled or program:
Caroline Santos
Corporate and Custom Sales Manager
(Eastern Canada)
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