Machine Learning Courses and Certifications

Packt Career Certificate

Azure ML Bootcamp: Machine Learning on the Cloud

Master Azure Machine Learning from foundations to advanced MLOps deployment, building and operationalizing models with hands-on cloud experience and real-world applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

BigQuery Machine Learning using Soccer Data

This is a self-paced lab that takes place in the Google Cloud console. Learn how to use BigQuery ML with soccer shot data to create and use an expected goals model.

• Coursera
• 45 minutes
• Self-Paced
• Paid Course

Getting Started with BigQuery Machine Learning

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn how to use BigQuery to create machine learning models for datasets to create a model that predicts whether a visitor will make a transaction.

• Coursera
• 45 minutes
• Self-Paced
• Paid Course

Packt

Foundations of Machine Learning with Azure

Master machine learning fundamentals and Azure ML Studio through hands-on data preprocessing, model building, and deployment techniques for real-world business applications.

• Coursera
• 7 hours 29 minutes
• Self-Paced
• Paid Course

Bracketology with Google Machine Learning

This is a self-paced lab that takes place in the Google Cloud console. In this lab you use Machine Learning (ML) to analyze the public NCAA dataset and predict NCAA tournament brackets.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Coursera Career Certificate

Satellite Imagery, Remote Sensing & Machine Learning

Master satellite imagery analysis and machine learning to transform raw Earth observation data into actionable environmental insights for GIS, climate, and sustainability applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 8 courses

Packt

No-Code Machine Learning Using Amazon AWS SageMaker Canvas

Explore machine learning with AWS SageMaker Canvas. Build no-code models for spam detection, customer churn, and wine quality prediction. Learn data preparation, model creation, and result validation.

• Coursera
• 3 hours 50 minutes
• Self-Paced
• Paid Course

Edureka

Machine Learning with PySpark

Master distributed machine learning using PySpark MLlib to build scalable models, process large datasets, and implement advanced algorithms for classification, regression, and clustering in a big data environment.

• Coursera
• 13 hours 27 minutes
• Self-Paced
• Paid Course

TIMME: Twitter Ideology-detection via Multi-task Multi-relational Embedding

Explore advanced techniques for detecting ideological leanings in social media through multi-task learning and graph embedding methods focused on Twitter data analysis.

• XuetangX
• Self-Paced
• Free Online Course

Packt

Basics of Chatbots with Machine Learning & Python

Develop chatbots using machine learning and Python. Learn NLTK, build rule-based and conversational bots, and explore advanced features like Wikipedia integration. Gain practical experience through hands-on projects.

• Coursera
• 4 hours 57 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Packt

Machine Learning – Modern Computer Vision & Generative AI

Master modern computer vision and generative AI techniques, from image classification to Stable Diffusion. Build practical skills in transfer learning, object detection, and AI-driven image generation using KerasCV and Python.

• Coursera
• 9 hours 1 minute
• Self-Paced
• Paid Course

Pragmatic AI Labs

Machine Learning with Databricks and MLflow

Master MLflow and Databricks to build, track, and deploy production-ready machine learning models while solving the reproducibility crisis through structured experiment tracking.

• Coursera
• 4 hours 32 minutes
• Self-Paced
• Paid Course

Pragmatic AI Labs

Cloud Machine Learning Engineering and MLOps

Unleash the power of machine learning with engineering best practices, AutoML, and emerging technologies.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Packt

Cluster Analysis and Unsupervised Machine Learning in Python

Master clustering algorithms and unsupervised machine learning techniques in Python, from K-Means to Gaussian Mixture Models, with hands-on implementation and real-world applications.

• Coursera
• 13 hours 39 minutes
• Self-Paced
• Paid Course