Machine Learning Courses and Certifications

Machine Learning: Concepts and Applications

25 ratings at Coursera

Comprehensive introduction to machine learning theory and practice using Python. Learn data preparation, modeling techniques, and evaluation methods with real-world datasets, focusing on practical applications and conceptual understanding.

• Coursera
• 1 day 13 hours 39 minutes
• On-Demand
• Paid Course

Machine Learning Interview Questions & Answers

26 ratings at Udemy

Top questions (with answers) asked in Machine Learning Engineer job interviews. Become top Data Scientist / ML Engineer.

• Udemy
• 3 hours 25 minutes
• On-Demand
• Paid Course

Coursera

Interpretable Machine Learning Applications: Part 2

27 ratings at Coursera

Develop interpretable machine learning applications using LIME to explain individual predictions, enhancing model transparency and accountability for data scientists and decision-makers.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Coursera

Medical Insurance Premium Prediction with Machine Learning

26 ratings at Coursera

Predict medical insurance costs using machine learning, analyzing factors like age, BMI, smoking habits, and location to estimate individual health insurance expenses.

• Coursera
• 2 hours 5 minutes
• On-Demand
• Paid Course

Coursera

Interpretable machine learning applications: Part 3

26 ratings at Coursera

Learn to generate explanations for AI predictions using similar cases, enhancing model interpretability and decision-making in business contexts like loan approvals.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Machine Learning A-Z From Foundations to Deployment

21 ratings at Udemy

Learn Data Science through a comprehensive course curriculum encompassing essential topics like statistics etc.

• Udemy
• 7 hours 44 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Paid Course

Coursera Microcredential

Machine Learning with Scikit-learn, PyTorch & Hugging Face

20 ratings at Coursera

Master machine learning from foundations to generative AI using Python, scikit-learn, PyTorch & Hugging Face through hands-on projects and real-world applications.

• Coursera
• 20 weeks, 7 hours a week
• On-Demand
• Paid Course
• 5 courses

Whizlabs

NVIDIA: Fundamentals of Machine Learning

24 ratings at Coursera

Master machine learning fundamentals, from data preprocessing to advanced GPU-accelerated techniques using NVIDIA RAPIDS. Covers supervised and unsupervised learning, model evaluation, and practical implementations.

• Coursera
• 6 hours 1 minute
• On-Demand
• 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
• On-Demand
• Paid Course

Coursera

Interpretable machine learning applications: Part 5

22 ratings at Coursera

Learn to detect bias in machine learning predictions using the Aequitas Tool, focusing on recidivism data to enhance fairness in ML applications and decision-making processes.

• Coursera
• 1 hour 38 minutes
• On-Demand
• Paid Course

Planning a Machine Learning Project

20 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
• On-Demand
• Paid Course

Introduction to Machine Learning: Art of the Possible

20 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
• On-Demand
• Paid Course

Coursera

Interpretable Machine Learning Applications: Part 4

19 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
• On-Demand
• Paid Course

Microcredential

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 a week
• On-Demand
• Paid Course
• 4 courses