Statistics.comX: Predictive Analytics: Basic Modeling Techniques
What is Predictive Analytics? These methods lie behind the most transformative technologies of the last decade, that go under the more general name Artificial Intelligence or AI. In this course, the focus is on the skills that will allow you to fit a model to data, and measure how well it performs. We will be doing enough data science so that you get hands-on familiarity with understanding a dataset, fitting a model to it, and generating predictions.
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Predictive Analytics: Basic Modeling Techniques
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- Institution Statistics.comX
- Subject Análisis de datos
- Level Intermediate
- Prerequisites
- Python
- Statistics
We will present Python code to illustrate how to fit models, so we assume some familiarity with Python. Some exposure to basic statistics is also helpful, more from a comfort perspective than from a need to dive deep into statistical routines.
- Language English
- Video Transcript English
- Associated programs
- Professional Certificate en Machine Learning Operations with Microsoft Azure (MLOps with Azure)
- Professional Certificate en Machine Learning Operations with Amazon Web Services (MLOps with AWS)
- Professional Certificate en Machine Learning Operations with Google Cloud Platform (MLOps with GCP)
- Associated skillsArtificial Intelligence, Artificial Neural Networks, Decision Tree Learning, Predictive Analytics, Machine Learning, Forecasting, Supervised Learning, Logistic Regression, Operations, Data Science