Machine Learning Courses and Certifications

EDUCBA Career Certificate

Apply Machine Learning for Predictive Business Analytics

Master machine learning techniques to solve business challenges in customer analytics, fraud detection, logistics, and supply chain optimization using R and real-world datasets.

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

Career Certificate

No-Code Machine Learning and Data Science for Everyone

Discover how to build machine learning models and analyze data using no-code tools, preparing you for data-driven roles across finance, retail, and healthcare industries.

• Coursera
• 8 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

MathWorks

Detecting Anomalies with Machine Learning

Advance your career with AI-driven engineering solutions. Gain practical skills to detect anomalies early and ensure system performance.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Packt

Intermediate Data Manipulation and Machine Learning

Explore AI fundamentals, regression analysis, model preparation, classification techniques, and advanced machine learning concepts through interactive labs and real-world applications.

• Coursera
• 13 hours 16 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Train, Tune, & Ship: End-to-End Machine Learning Engineering

Master the complete ML engineering lifecycle, from training and tuning models to deploying optimized, production-ready systems using PyTorch, TensorFlow, and scikit-learn.

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

Packt

Clustering and Classification with Machine Learning in R

Master R for data analysis: from preprocessing to advanced machine learning algorithms. Gain practical skills in clustering, classification, and dimension reduction using real-world datasets and popular R packages.

• Coursera
• 11 hours 42 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

EDUCBA

Advanced Machine Learning with R: Apply & Predict

Master advanced ML techniques in R: clustering, Naive Bayes, neural networks, time series forecasting, PCA, gradient boosting, and market basket analysis for production-ready models.

• Coursera
• 17 hours 40 minutes
• Self-Paced
• Paid Course

Practical Machine Learning without Coding

Discover how to build, optimize, and deploy machine learning models using no-code platforms, from standard algorithms to advanced automation and real-world business integration.

• Coursera
• 3 hours 20 minutes
• Self-Paced
• Paid Course

EDUCBA

Machine Learning with Python: Case Studies

Master machine learning through hands-on Python case studies covering regression, clustering, classification, and feature engineering with real-world datasets like salary prediction and credit risk.

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

Packt

Fundamentals of Machine Learning

Discover machine learning fundamentals through hands-on labs covering regression, classification, decision trees, SVM, and deep learning with real-world applications.

• Coursera
• 12 hours 16 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Octave for Machine Learning: Data Analysis Mastery

Master GNU Octave for machine learning workflows, from matrix operations to data visualization, plus R classification techniques for real-world data science applications.

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

Board Infinity Career Certificate

Machine Learning and Deep Learning for Software Engineers

Gain insights into integrating ML and deep learning into production systems using FastAPI, Docker, and MLOps tools like MLflow and DVC, building scalable, maintainable AI-powered applications.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

EDUCBA

Octave for Machine Learning: Analyze & Visualize

Master Octave for machine learning through hands-on matrix operations, data visualization, and statistical analysis. Build computational skills from installation to advanced applications.

• Coursera
• 7 hours 55 minutes
• Self-Paced
• Paid Course

Packt

Core Machine Learning & Evaluation

Master machine learning fundamentals, feature engineering, advanced algorithms, and model optimization through hands-on projects and real-world applications.

• Coursera
• 11 hours 25 minutes
• Self-Paced
• Paid Course