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Byte-Sized ML Series: Data Visualization
Duration: 90 Minutes Code: BDT176 Category:In this session, we will discuss the fundamentals of data visualization and we’ll examine its use in exposing hidden insights that can improve a machine learning model’s understanding of the data.
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Byte-Sized ML Series: Machine Learning Introduction
Duration: 90 Minutes Code: BDT177 Category:This concise session will provide a clear overview of machine learning.
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Byte-Sized ML Series: Classification Algorithms
Duration: 90 Minutes Code: BDT178 Category:In this session, we’ll explore the machine learning process and discuss how to train a machine learning model to make predictions and classify data.
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Introduction to Statistical Analysis with R
Duration: 2 Full Days Or 4 Half Days Code: BDT154 Category:This course will provide an introduction to statistical analysis and data modeling.
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Jupyter Notebook for Effective Data Analysis and Collaboration
Duration: Half Day Code: BDT153 Category:This course will help you to become familiar with the popular Jupyter Notebook environment and all of its features.
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Scraping and Sourcing Data with Python
Duration: 1 Day Code: BDT120 Category:The ability to locate and acquire important data is a valuable skill for doing data analysis and data science.
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Python Data Cleaning
Duration: Half Day (3 hours) Code: BDT119 Category:When doing data science and data analysis, in order to achieve your purpose, it’s important to have cleaned and well-prepared data to learn from.
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Introduction to GitHub and Code Collaboration
Duration: Half Day (3 hours) Code: BDT118 Category:Once you’ve learned the basics of coding it’s important to have the ability to both share your expertise as well as to learn from others’ code.
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Advancing into Data Analytics from Excel to Python
Duration: 1 Day Code: BDT117 Category:Excel users will review the foundations of data analytics using Excel and then transfer and advance that knowledge to perform a complete data analysis using the Python programming language.
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AI/ML Byte-Sized Series: Machine Learning Introduction
Duration: 90 Minutes Code: BDT115 Category:A short session indented to understand machine learning, what is involved in doing machine learning development. This session is an initial step to getting started with machine learning development using python.
