Classification Courses and Certifications

Ensemble Machine Learning in Python: Random Forest, AdaBoost

2452 ratings at Udemy

Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python

• Udemy
• 5 hours 47 minutes
• On-Demand
• Paid Course

Machine Learning- From Basics to Advanced

2259 ratings at Udemy

A beginners guide to learn Machine Learning (including Hands-on projects - From Basic to Advance Level)

• Udemy
• 6 hours 49 minutes
• On-Demand
• Paid Course

Tree-Based Models in R

In this course, you'll learn how to use tree-based models and ensembles for regression and classification.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning and Deep Learning Bootcamp in Python

1455 ratings at Udemy

Machine Learning, Neural Networks, Computer Vision, Deep Learning and Reinforcement Learning in Keras and TensorFlow

• Udemy
• 1 day 8 hours 42 minutes
• On-Demand
• Paid Course

Nonlinear Modeling with Generalized Additive Models (GAMs) in R

GAMs model relationships in data as nonlinear functions that are highly adaptable to different types of data science problems.

• DataCamp
• 4 hours
• On-Demand
• 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
• On-Demand
• Free Trial Available

TensorFlow 2.0 Practical

721 ratings at Udemy

Master Tensorflow 2.0, Google’s most powerful Machine Learning Library, with 10 practical projects

• Udemy
• 12 hours
• On-Demand
• Paid Course

Microcredential

IBM Introduction to Machine Learning

Gain essential machine learning skills for high-demand careers. Learn to apply algorithms, predict outcomes, and evaluate models through hands-on projects, earning an IBM Badge and building a portfolio.

• Coursera
• 26 weeks, 3 hours a week
• On-Demand
• Paid Course
• 4 courses

Machine Learning No-Code Approach: Using Azure ML Studio

528 ratings at Udemy

A hands-on approach to Machine Learning using the easy drag-n-drop environment of Azure Machine Learning Studio

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Mixture Models in R

Learn mixture models: a convenient and formal statistical framework for probabilistic clustering and classification.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Practical Machine Learning with Scikit-Learn

334 ratings at Udemy

Learn the most powerful machine learning algorithms in under an hour

• Udemy
• 1 hour 7 minutes
• On-Demand
• Free Online Course

WEKA - Data Mining with Open Source Machine Learning Tool

323 ratings at Udemy

WEKA tool for data preparation, classification, regression, clustering, association rules mining, and visualization

• Udemy
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Data Science Projects: Data Analysis, ML, and Deployment

302 ratings at Udemy

Hands-On Data Science Projects: Streamlit & FastAPI for Real-World ML Model Deployment and Visualization

• Udemy
• 2 hours
• On-Demand
• Paid Course

Practical Introduction to Machine Learning with Python

269 ratings at Udemy

Quickly Learn the Essentials of Artificial Intelligence (AI) and Machine Learning (ML)

• Udemy
• 4 hours 18 minutes
• On-Demand
• Paid Course

Create Machine Learning Models in Microsoft Azure

264 ratings at Coursera

Aprende los principios de machine learning y cómo usar herramientas como scikit-learn, TensorFlow y PyTorch en Azure. Prepara modelos predictivos, optimízalos y despliega soluciones de machine learning en producción.

• Coursera
• 12 hours 35 minutes
• On-Demand
• Free Online Course (Audit)