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Byte-Sized ML Series: Data Exploration and Analysis
Duration: 90 Minutes Code: BDT175Category:
All Courses,Artificial Intelligence & Data Science,Byte-Sized ML Basic Series Learning Path,This brief session will provide exposure to both data exploration and data analysis and their contributions to effective machine learning.
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Byte-Sized ML Basic Series: Machine Learning Model Optimization
A short session to review techniques for optimizing machine learning model performance.
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Byte-Sized ML Basic Series: Machine Learning Model Deployment
A short session exploring different ways to deploy machine learning models and some of the tools involved.
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Byte-Sized ML Basic Series: Recommendation Systems
A short course on understanding what recommendation systems are. Understand the different types of recommendation systems and the concept of collaborative filtering.
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Byte-Sized ML Basic Series: Linear Regression Model
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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Byte-Sized ML Series: Data Visualization
Duration: 90 Minutes Code: BDT176Category:
All Courses,Artificial Intelligence & Data Science,Byte-Sized ML Basic Series Learning Path,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: BDT177Category:
All Courses,Artificial Intelligence & Data Science,Byte-Sized ML Basic Series Learning Path,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: BDT178Category:
All Courses,Artificial Intelligence & Data Science,Byte-Sized ML Basic Series Learning Path,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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Byte-Sized Agile Series: Agile Techniques for Managing Risk
There are many built-in risk mitigation techniques as part of the agile frameworks.
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Byte-Sized Agile Series: Estimating and Forecasting
Estimating is hard, and we are often wrong. Let’s review different techniques for estimating and learn how to avoid some common bad practices that can render forecasts useless.