Machine Learning
Showing 1–12 of 72 results
![Advanced NLP with spaCy](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Advanced NLP with spaCy
Learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.
![ARIMA Models in Python](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
ARIMA Models in Python
Learn about ARIMA models in Python and become an expert in time series analysis.
![Building Chatbots in Python](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Building Chatbots in Python
Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.
![Building Recommendation Engines in Python](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Building Recommendation Engines in Python
Learn to build recommendation engines in Python using machine learning techniques.
![Building Recommendation Engines with PySpark](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Building Recommendation Engines with PySpark
Learn tools and techniques to leverage your own big data to facilitate positive experiences for your users.
![Case Study: School Budgeting with Machine Learning in Python](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Case Study: School Budgeting with Machine Learning in Python
Learn how to build a model to automatically classify items in a school budget.
![CI/CD for Machine Learning](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
CI/CD for Machine Learning
Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control
![Cluster Analysis in Python](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Cluster Analysis in Python
In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.
![Cluster Analysis in R](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Cluster Analysis in R
Develop a strong intuition for how hierarchical and k-means clustering work and learn how to apply them to extract insights from your data.
![Data Privacy and Anonymization in Python](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Data Privacy and Anonymization in Python
Learn to process sensitive information with privacy-preserving techniques.
![Designing Machine Learning Workflows in Python](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Designing Machine Learning Workflows in Python
Learn to build pipelines that stand the test of time.
![Developing Machine Learning Models for Production](https://edcroma.com/wp-content/themes/rehub-theme/images/default/noimage_500_500.png)
Developing Machine Learning Models for Production
Shift to an MLOps mindset, enabling you to train, document, maintain, and scale your machine learning models to their fullest potential.