Understanding LLM’s: December 12th & 13th, 2024
2 – Half Days (9:00 a.m to 12:00 p.m PST) ENDING IN :
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Byte-Sized ML Series: Data Exploration and Analysis
Duration: 90 Minutes Code: BDT175 Category: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
Duration: 90 Minutes Code: BDT183 Category: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
Duration: 90 Minutes Code: BDT182 Category: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
Duration: 90 Minutes Code: BDT181 Category: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
Duration: 90 Minutes Code: BDT179 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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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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Byte-Sized Agile Series: Agile Techniques for Managing Risk
Duration: 90 minutes Code: BDT158 Category: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
Duration: 90 minutes Code: BDT157 Category: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.