Supervised Learning Courses and Certifications

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
• Self-Paced
• Paid Course

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

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

Coursera

Building and Optimizing AI Models

Master the full AI model lifecycle—design neural networks, apply transfer learning, optimize deep learning workflows, and benchmark performance using Python and TensorFlow.

• Coursera
• 7 hours 33 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Packt

Machine Learning for Absolute Beginners - Level 1

Discover foundational machine learning concepts, AI applications, and generative AI through hands-on examples, covering supervised learning, neural networks, and real-world challenges.

• Coursera
• 7 hours 21 minutes
• Self-Paced
• Paid Course

Machine Learning for Healthcare Applications

Master machine learning techniques for healthcare analytics, building predictive models for clinical decision support, patient phenotyping, and temporal analysis with focus on interpretability.

• Coursera
• 7 hours 41 minutes
• Self-Paced
• Paid Course

Board Infinity

Applied Machine Learning Systems with FastAPI for Developers

Master building production-ready ML systems using Python, scikit-learn, FastAPI, and Docker—covering pipelines, feature engineering, model evaluation, testing, and containerized REST API deployment.

• Coursera
• 21 hours
• Self-Paced
• Paid Course

Coursera

Optimize Vision Datasets: Augment and Analyze

Master vision dataset optimization through augmentation techniques and performance analysis using industry-standard validation methods and metrics interpretation.

• Coursera
• 2 hours 8 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Machine Learning Made Easy for Software Engineers

Master the full ML lifecycle—from training and optimizing models to deploying production-ready microservices—with hands-on projects covering pipelines, monitoring, and debugging.

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

Coursera

Predictive Models for Financial Risk

Master supervised machine learning for financial risk assessment through hands-on Python projects, data preparation, model validation, and transparent business communication.

• Coursera
• 1 hour 43 minutes
• Self-Paced
• Paid Course

EDUCBA

Analyze Fraud Using Data Analytics and R

Discover fraud detection using R and data analytics to identify patterns, evaluate techniques, and apply machine learning for fraud prevention and risk assessment.

• Coursera
• 5 hours 52 minutes
• Self-Paced
• Paid Course

Whizlabs

Fundamentals of Machine Learning

Master machine learning fundamentals with hands-on experience in supervised/unsupervised learning, data preparation, model optimization, and cloud deployment on AWS and Azure.

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

Coursera

Optimize Your Wellness with AI Features

Discover how to maximize AI-powered wellness apps by understanding their mechanics, evaluating features, and mastering feedback loops for personalized health recommendations.

• Coursera
• 1 hour 49 minutes
• Self-Paced
• Paid Course

Fundamental of Reinforcement Training

Discover reinforcement learning fundamentals through MDP concepts and hands-on demos, distinguishing RL from other ML approaches for real-world decision-making applications.

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