Machine Learning Courses and Certifications

Coursera

Building a Machine Learning Solution

Master the complete machine learning lifecycle from problem definition to deployment, covering data preprocessing, model selection, evaluation, and production monitoring.

• Coursera
• 20 hours 13 minutes
• On-Demand
• Paid Course

Machine Learning in Healthcare: Foundations and Applications

Discover how machine learning transforms healthcare through real-world clinical applications, algorithms, and data-driven decision-making with expert insights from neurosurgeon Dr. Ghaith Habboub.

• Coursera
• 2 hours 36 minutes
• On-Demand
• Paid Course

Machine Learning for Medical Data

Master machine learning techniques for healthcare applications, developing predictive models for patient risk assessment and clinical decision support through hands-on projects.

• Coursera
• 10 hours 42 minutes
• On-Demand
• Paid Course

Maven Analytics

Complete Visual Guide to Machine Learning

Gain insights into machine learning fundamentals through visual examples and Excel-based models, covering classification, regression, forecasting, and unsupervised learning techniques - no coding required.

• Coursera
• 15 hours 3 minutes
• On-Demand
• Paid Course

Packt

Machine Learning: Random Forest with Python from Scratch©

Master Python and Random Forest algorithm for machine learning. Build predictive models, handle data, and optimize performance through hands-on projects and real-world applications.

• Coursera
• 10 hours 28 minutes
• On-Demand
• Paid Course

Packt Microcredential

Mastering Machine Learning Algorithms using Python

Master machine learning algorithms with Python, from data preprocessing to model optimization. Learn statistical techniques and implement algorithms like linear regression through practical projects.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Coursera

Machine/Deep Learning for Mining Quality Prediction-Enhanced

Train machine learning and deep learning models to predict Silica Concentrate in iron ore, enhancing mining efficiency with faster, accurate predictions compared to traditional methods.

• Coursera
• 2 hours 43 minutes
• On-Demand
• Paid Course

Machine Learning and AI Applications in Healthcare

Discover machine learning and AI applications in healthcare, from medical imaging to predictive analytics, using Azure services and clinical validation methods.

• Coursera
• 1 day 14 hours 52 minutes
• On-Demand
• Paid Course

Board Infinity

Machine Learning Fundamentals for Java Developers

Course Description Master the fundamentals of machine learning using Java in this hands-on course tailored for developers. You’ll use tools like Weka, Smile, and Deeplearning4j to implement ML techniques including regression, classification, and cluster…

• Coursera
• 14 hours 52 minutes
• On-Demand
• Paid Course

Building a Machine Learning Ready Organization

Discover key components for successful ML adoption in organizations, focusing on decision-makers involved in ML projects.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Board Infinity Microcredential

Java in Machine Learning

Master machine learning with Java using Weka, Smile, and Deeplearning4j. Build scalable ML applications from data preprocessing to deployment in enterprise environments.

• Coursera
• 12 weeks, 5 hours a week
• On-Demand
• Paid Course
• 3 courses

Data Analytics and Machine Learning for Big Data

Master machine learning and AI techniques for big data systems using PySpark ML, PyTorch, and Azure tools to build end-to-end ML pipelines and integrate Generative AI workflows.

• Coursera
• 1 day 4 hours 27 minutes
• On-Demand
• Paid Course

MathWorks

Predicting Failures with Machine Learning

Advance your engineering career with predictive maintenance solutions. Acquire AI expertise to anticipate equipment failures, minimize downtime, and boost operational efficiency.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera

Data and Machine Learning for Technical Product Managers

Master the fundamentals of managing ML-driven projects, from integrating data analysis tools to evaluating outcomes using performance metrics and aligning with organizational goals for technical product managers.

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

EDUCBA

Machine Learning with Python & Statistics

Master probability, sampling, distributions, and statistical testing to build machine learning models with Python and validate results through hypothesis testing and linear algebra.

• Coursera
• 13 hours 9 minutes
• On-Demand
• Paid Course