Machine Learning Courses and Certifications

MathWorks

Machine Learning for Computer Vision

23 ratings at Coursera

Learn to classify images and detect objects using machine learning in MATLAB. Apply the full workflow from data preparation to result evaluation, focusing on street sign classification and material defect detection.

• Coursera
• 11 hours 53 minutes
• Self-Paced
• Paid Course

Coursera

Interpretable Machine Learning Applications: Part 4

23 ratings at Coursera

Explore interpretable machine learning using Google's What-If Tool. Learn to analyze and visualize prediction model behavior for white wine quality classification using Decision Trees and Random Forests.

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

CertNexus

Follow a Machine Learning Workflow

21 ratings at Coursera

Explore the machine learning workflow from problem formulation to model deployment, including data analysis, model training, and automation techniques for recurring business processes.

• Coursera
• 19 hours 59 minutes
• Self-Paced
• Paid Course

Planning a Machine Learning Project

21 ratings at Coursera

Learn to assess if machine learning is the right solution for your business problem and gain insights for effective ML project planning and decision-making.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Introduction to Machine Learning: Art of the Possible

21 ratings at Coursera

Discover best practices and strategies for integrating machine learning into business processes, tailored for decision-makers and leaders involved in ML projects.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Career Certificate

Machine Learning for Marketing

19 ratings at Coursera

Explore Machine Learning, Text Mining, and Decision Science to enhance marketing strategies, improve decision-making, and gain insights into consumer behavior and digital marketing analytics.

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

Coursera

Titanic Survival Prediction Using Machine Learning

19 ratings at Coursera

Predict Titanic survivors using logistic regression and Naive Bayes classifiers. Analyze passenger features to determine survival likelihood in this hands-on machine learning project.

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

EDUCBA Career Certificate

AI Machine Learning with R & Python Projects

19 ratings at Coursera

Master machine learning fundamentals using both R and Python through hands-on projects covering regression, classification, clustering, neural networks, and time series forecasting.

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

Coursera

Foundations of Machine Learning

15 ratings at Coursera

Master fundamental ML techniques including supervised/unsupervised learning, data preprocessing, and time series forecasting using Python libraries for real-world applications.

• Coursera
• 1 day 6 hours 19 minutes
• Self-Paced
• Paid Course

Machine Learning Models in Science

15 ratings at Coursera

Explore machine learning techniques for scientific problems, from data preprocessing to advanced algorithms like neural networks, using medical and astronomical datasets.

• Coursera
• 11 hours 50 minutes
• Self-Paced
• Paid Course

Automated Machine Learning for Beginners (Google & Apple)

1017 ratings at Udemy

Learn AI: Computer Vision, NLP, Tabular Data - build powerful models with Google AutoML & Apple CreateML

• Udemy
• 3 hours 35 minutes
• Self-Paced
• Paid Course

Coursera

Employee Attrition Prediction Using Machine Learning

15 ratings at Coursera

Build and train machine learning models to predict employee attrition using job satisfaction, distance, compensation, and performance data. Compare logistic regression and XG-Boost algorithms for HR applications.

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

Fractal Analytics

Foundations of Machine Learning

14 ratings at Coursera

Demystify machine learning fundamentals, build models, analyze data, and apply strategies to real-world scenarios. Gain practical skills for data-driven decision-making and problem-solving.

• Coursera
• 1 day 1 hour 5 minutes
• Self-Paced
• Paid Course

Machine Learning Essentials for Business and Technical Decision Makers

14 ratings at Coursera

Explore best practices for integrating machine learning into business processes, determining its suitability for problem-solving, and implementing successful organizational adoption strategies.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

Coursera

Machine Learning for Kyphosis Disease Classification

13 ratings at Coursera

Predict kyphosis using diagnostic features in this practical healthcare project. Enhance your portfolio and job prospects with hands-on experience in machine learning.

• Coursera
• 1 hour 54 minutes
• Self-Paced
• Paid Course