Machine Learning Courses and Certifications

Advanced Machine Learning Models for Prediction

3 reviews

Master advanced machine learning algorithms including SVM, decision trees, random forests, and neural networks for predictive modeling using Scikit-Learn, with focus on practical implementation and optimization.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

London School of Economics and Political Science

Machine Learning: Practical Applications

Acquire technical machine learning skills to solve business challenges using regression, classification, neural networks, and R programming for data-driven decision making.

• GetSmarter
• 8 weeks, 9 hours a week
• 24th Jun, 2026
• Paid Course

Introduction to Machine Learning with caret

Master machine learning fundamentals using R's caret package, covering data preprocessing, model training, evaluation, and cross-validation through hands-on practice with real datasets like iris.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Practical Machine Learning with the mtcars Dataset in R

Master practical machine learning in R through hands-on projects with mtcars dataset, covering preprocessing, model building, evaluation, visualization, and cross-validation techniques.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Revisiting Machine Learning Fundamentals

Discover practical ML fundamentals through an end-to-end project covering data exploration, preprocessing, model building, evaluation, and REST API deployment.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Microcredential

Improving Machine Learning and Deep Learning Models

Master model optimization through hands-on techniques covering evaluation, regularization, hyperparameter tuning, and neural network enhancement with scikit-learn, XGBoost, and PyTorch.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate
• 4 courses

Introduction to R and Machine Learning using R

Machine learning is a technique that uses large data sets to make predictions. R is an open source, statistical software that is always evolving. In this course you can learn how to use R and/or how to apply it to machine learning problems.

• OpenLearning
• 8 hours
• On-Demand
• Paid Course

Machine Learning in Business

Discover how to strategically implement machine learning in your business without coding, gaining practical insights from MIT experts on technology integration and impact.

• GetSmarter
• 6 weeks, 7 hours a week
• 8th Apr, 2026
• Paid Course

Machine Learning Techniques & Applications

Explore practical machine learning, deep learning, generative AI, and NLP applications for solving real-world problems.

• OpenLearning
• 40 hours
• On-Demand
• Paid Course

Python Machine Learning

Master machine learning fundamentals through hands-on Python programming, covering regression, classification, decision trees, and ensemble methods to solve real-world data problems.

• VDCI
• 30 hours
• On-Demand
• $1,895.00

Python Machine Learning Advanced

Master advanced machine learning techniques using Python, including deep learning, ensemble methods, and model optimization for complex real-world applications.

• VDCI
• 30 hours
• On-Demand
• $1,895.00

Machine Learning for Healthcare

6 reviews

This course introduces students to machine learning in healthcare, including the nature of clinical data, disease progression modeling, precision medicine, diagnosis, subtype discovery, and improving clinical workflows.

• MIT OpenCourseWare
• 31 hours
• On-Demand
• Free Video

Mathematical Foundations of Machine Learning

8232 ratings at Udemy

Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch

• Udemy
• 16 hours 26 minutes
• On-Demand
• Paid Course

The Complete Machine Learning Course with Python

8019 ratings at Udemy

Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning & More!

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

Bayesian Machine Learning in Python: A/B Testing

7954 ratings at Udemy

Data Science, Machine Learning, and Data Analytics Techniques for Marketing, Digital Media, Online Advertising, and More

• Udemy
• 10 hours 27 minutes
• On-Demand
• Paid Course