Machine Learning Courses and Certifications

Machine Learning using Python

1525 ratings at Udemy

(With Practice Labs) Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in Python

• Udemy
• 18 hours 50 minutes
• Self-Paced
• Paid Course

Predicting Extreme Climate Behavior with Machine Learning

Apply machine learning to climate datasets: reduce dimensions with PCA/SVD, cluster with K-Means and hierarchical methods, and classify using logistic regression, decision trees, SVMs, and neural networks.

• Coursera
• 5 weeks, 5 hours a week
• Self-Paced
• Paid Course

Machine Learning Practical Workout | 8 Real-World Projects

2183 ratings at Udemy

Build 8 Practical Projects and Go from Zero to Hero in Deep/Machine Learning, Artificial Neural Networks

• Udemy
• 14 hours 15 minutes
• Self-Paced
• Paid Course

A Beginner's Guide To Machine Learning with Unity

2139 ratings at Udemy

Advanced games AI with genetic algorithms, neural networks & Q-learning in C# and Tensorflow for Unity

• Udemy
• 13 hours 3 minutes
• Self-Paced
• Paid Course

AI and Machine Learning Algorithms and Techniques

71 ratings at Coursera

Implement and evaluate supervised, unsupervised, and reinforcement learning algorithms, apply feature selection and engineering, and use neural networks and pre-trained LLMs on business problems.

• Coursera
• 5 weeks, 9 hours a week
• Self-Paced
• Paid Course

Machine Learning and Deep Learning Bootcamp in Python

1719 ratings at Udemy

Machine Learning, Neural Networks, Deep Learning and Reinforcement Learning, GAN in Keras and TensorFlow

• Udemy
• 1 day 7 hours 27 minutes
• Self-Paced
• Paid Course

Career Certificate

SAS Machine Learning Engineer

105 ratings at Coursera

Learn machine learning from statistical foundations through model deployment, automation, monitoring, and ModelOps, then rehearse the material with certification practice exams.

• Coursera
• 12 weeks, 5 hours a week
• Self-Paced
• Paid Course
• 4 courses

AI Workflow: Machine Learning, Visual Recognition and NLP

101 ratings at Coursera

Evaluate and build models for a streaming media use case: regression and classification metrics, tree-based ensembles, TensorFlow neural nets, Watson Visual Recognition and NLU.

• Coursera
• 2 weeks, 7 hours a week
• Self-Paced
• Paid Course

Alberta Machine Intelligence Institute

Data for Machine Learning

98 ratings at Coursera

Prepare data for machine learning success: source and clean scattered data, engineer features, spot bias and bad data, and counter overfitting with test and validation measures.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Machine Learning and Business Intelligence Masterclass

1454 ratings at Udemy

Machine Learning with Python and TensorFlow, BI techniques using Siebel and BIP, Gain hands-on in diverse projects

• Udemy
• 3 days 16 minutes
• Self-Paced
• Paid Course

Learn Machine learning & AI [Beginner to advanced content]

1265 ratings at Udemy

Get well versed with Machine learning and AI by working on Hands-on Projects.

• Udemy
• 1 hour 57 minutes
• Self-Paced
• Paid Course

Advanced Machine Learning and its Applications

Develop and evaluate advanced AI solutions in Python using data preprocessing, neural network optimization, deep learning, and generative models including CNNs, LSTMs, GANs, and diffusion models.

• Coursera
• 5 weeks, 5 hours a week
• Self-Paced
• Paid Course

Advanced AI and Machine Learning Techniques and Capstone

55 ratings at Coursera

Implement advanced ML techniques such as ensemble methods and transfer learning, design distributed scalable systems, weigh AI ethics, and build a capstone solution.

• Coursera
• 4 weeks, 8 hours a week
• Self-Paced
• Paid Course

Coursera

Cervical Cancer Risk Prediction Using Machine Learning

44 ratings at Coursera

Build and train an XG-Boost classifier to predict cervical cancer risk from 858 patient records covering pregnancies, smoking habits, STDs, demographics, and medical history.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Coursera Career Certificate

Machine Learning with Scikit-learn, PyTorch & Hugging Face

37 ratings at Coursera

Build and deploy machine learning solutions with scikit-learn, PyTorch, and Hugging Face: supervised and unsupervised models, feature engineering, time series forecasting, transformers, LLMs, and model monitoring.

• Coursera
• 20 weeks, 7 hours a week
• Self-Paced
• Paid Course
• 5 courses