Machine Learning Courses and Certifications

Machine Learning with caret in R

18 ratings at DataCamp

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Deploying TinyML

20 ratings at edX

Learn to program in TensorFlow Lite for microcontrollers so that you can write the code, and deploy your model to your very own tiny microcontroller. Before you know it, you’ll be implementing an entire TinyML application.

• edX
• 5 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Production Machine Learning Systems - Español

15 ratings at Coursera

Explora componentes y prácticas para crear sistemas de AA de alto rendimiento en producción, abordando entrenamiento, inferencia, TensorFlow distribuido y TPU.

• Coursera
• 16 hours 46 minutes
• Self-Paced
• Paid Course

Machine Learning in the Tidyverse

13 ratings at DataCamp

Leverage tidyr and purrr packages in the tidyverse to generate, explore, and evaluate machine learning models.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Machine Learning with PySpark

11 ratings at DataCamp

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Feature Engineering for Machine Learning in Python

Create new features to improve the performance of your Machine Learning models.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning for Finance in Python

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning Engineer

This career track teaches you everything you need to know about machine learning engineering and MLOps.

• DataCamp
• 1 day 20 hours
• Self-Paced
• Free Trial Available

Machine Learning for Marketing in Python

From customer lifetime value, predicting churn to segmentation - learn and implement Machine Learning use cases for Marketing in Python.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning for Marketing Analytics in R

In this course you'll learn how to use data science for several common marketing tasks.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Designing Machine Learning Workflows in Python

Learn to build pipelines that stand the test of time.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Practicing Machine Learning Interview Questions in Python

Sharpen your knowledge and prepare for your next interview by practicing Python machine learning interview questions.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning with Tree-Based Models in R

Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

CI/CD for Machine Learning

Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Supervised Machine Learning in Python

Master the most popular supervised machine learning techniques to begin making predictions with labeled data.

• DataCamp
• 1 day 1 hour
• Self-Paced
• Free Trial Available