Machine Learning Models Courses and Certifications

Centre for Quantum Technologies

Designing Quantum Machine Learning Models for Graphs

Explore geometric quantum machine learning models for graph datasets, understanding their design principles and benefits over classical approaches.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Data Science and Machine Learning in Python: Linear models

52 ratings at Udemy

Master the most popular data science and machine learning algorithms in Python (linear regression, logistic...).

• Udemy
• 12 hours 13 minutes
• On-Demand
• Paid Course

Machine Learning on Google Cloud: Sequence and Text Models

47 ratings at Udemy

Advanced Machine Learning on Google Cloud: Sequence Models & NLP (Natural Language Processing) on Google Cloud

• Udemy
• 3 hours 29 minutes
• On-Demand
• Paid Course

Machine Learning Models in Science

14 ratings at Coursera

Explore machine learning techniques for scientific problems, from data preprocessing to advanced algorithms like neural networks, using medical and astronomical datasets.

• Coursera
• 11 hours 50 minutes
• On-Demand
• Paid Course

statistics.com

MLOps1 (Azure): Deploying AI & ML Models in Production using Microsoft Azure Machine Learning

6 ratings at edX

Learn to deploy AI & ML models in production using Azure Machine Learning. Gain hands-on experience with data pipelines, versioning, model storage, and monitoring. Master essential skills for successful MLOps implementation.

• edX
• 4 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

CertNexus

Train Machine Learning Models

Aprende conceptos básicos de machine learning, prueba hipótesis, y entrena, ajusta y evalúa modelos para clasificación, regresión y clustering. Requiere conocimientos en tecnología informática y programación.

• Coursera
• 1 day 4 hours 39 minutes
• On-Demand
• Paid Course

Coursera

Tidymodels in R: Building tidy machine learning models

Learn to build tidy machine learning models in R for healthcare analytics. Preprocess clinical data, train models, and create a pipeline to predict hospital readmissions using Tidymodels.

• Coursera
• 2 hours 54 minutes
• On-Demand
• Paid Course

Coursera

MLOps in R: Deploying machine learning models using vetiver

Learn to deploy machine learning models efficiently using Vetiver in R. Build ensemble models, set up deployment frameworks, and monitor performance through a hospital readmission scenario.

• Coursera
• 2 hours 39 minutes
• On-Demand
• Paid Course

EDUCBA

Learn & Build Machine Learning Models with Python

Discover how to build and evaluate machine learning models using Python, NumPy, Pandas, and Scikit-learn through hands-on projects and real-world applications.

• Coursera
• 8 hours 39 minutes
• On-Demand
• Paid Course

Packt

NLP – Machine Learning Models in Python

Master natural language processing with Python through practical applications in spam detection, sentiment analysis, text summarization, and topic modeling using algorithms like Naive Bayes, logistic regression, TextRank, and LDA.

• Coursera
• 8 hours 40 minutes
• On-Demand
• Paid Course

Managing Machine Learning Models

Master model lifecycle management from creation to deployment, including governance, testing, monitoring, and automated scoring across SAS, Python, and R environments.

• Coursera
• 8 hours 34 minutes
• On-Demand
• Paid Course

Azure Machine Learning: Deploy and consume models

This course teaches how to deploy and use machine learning models with Azure Machine Learning. You'll learn the essentials of getting your trained models ready for real-world applications and how to make predictions using them within the Azure cloud plat…

• edX
• 1 week, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Azure Machine Learning: Train models with scripts

This course contains information about training machine learning models using scripts within the Azure Machine Learning platform. You will learn how to programmatically train models in Azure's cloud environment, focusing on a scripted approach to machine…

• edX
• 2 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning: Unsupervised Models

This course introduces key unsupervised machine learning techniques and explains how to choose the best algorithm for your data. Learn clustering and dimensionality reduction to find insights in unlabeled data sets.

• edX
• 1 week, 20-24 hours a week
• On-Demand
• Free Online Course (Audit)

Deep Learning Prerequisites: Linear Regression in Python

6813 ratings at Udemy

Data science, machine learning, and artificial intelligence in Python for students and professionals

• Udemy
• 6 hours 21 minutes
• On-Demand
• Paid Course