Supervised Learning Courses and Certifications

Practical AI and Machine Learning with Model Builder AutoML

29 ratings at Udemy

Master machine learning by doing it in practice, using an automated machine learning GUI that requires little/no coding.

• Udemy
• 3 hours 31 minutes
• On-Demand
• Paid Course

CertNexus

Build Regression, Classification, and Clustering Models

16 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

AI and Machine Learning Algorithms and Techniques

11 ratings at Coursera

Master core AI and ML algorithms through hands-on exploration of supervised, unsupervised, and reinforcement learning. Apply feature engineering, understand deep learning models, and evaluate techniques for real business solutions.

• Coursera
• 1 day 21 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Hybrid Python3|Swift4 Applications

10 ratings at Udemy

Learn to build hybrid Python-Swift applications for data science, including cancer prediction models and a BI-RADS app, using tools like Anaconda, Jupyter, and scikit-learn.

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

CFA Institute

Machine Learning for Investment Professionals

Develop practical understanding of machine learning techniques for investment processes, covering algorithms, performance evaluation, and ethical considerations tailored for industry professionals.

• Coursera
• 6 weeks
• On-Demand
• Free Online Course (Audit)

Microcredential

IBM Machine Learning

Gain in-demand AI and Machine Learning skills through hands-on projects, covering supervised and unsupervised learning, deep learning, and reinforcement learning. Build a portfolio and earn an IBM Professional Certificate.

• Coursera
• 43 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 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 27 minutes
• On-Demand
• Free Online Course (Audit)

Edureka

Applied Machine Learning with Python

Master practical machine learning with Python, from supervised and unsupervised algorithms to recommendation systems. Build classification models, implement regression, and create clustering solutions through hands-on exercises.

• Coursera
• 13 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Whizlabs

NVIDIA: Fundamentals of Machine Learning

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
• 5 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

DataPrep for H2O Driverless AI

Master data preparation techniques for machine learning using H2O's Driverless AI, covering tabular formats, time series analysis, and automated preprocessing for both supervised and unsupervised learning scenarios.

• Coursera
• 1 hour 9 minutes
• On-Demand
• Free Online Course (Audit)

Complete Visual Guide to Machine Learning

Gain insights into machine learning fundamentals through visual examples and Excel-based models, covering classification, regression, forecasting, and unsupervised learning techniques - no coding required.

• Coursera
• 15 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

AI & Deep Learning Concepts and Applications

Master AI fundamentals, machine learning techniques, and deep learning frameworks while gaining hands-on experience with TensorFlow and Python to build neural network models for real-world applications.

• Coursera
• 5 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Supervised Learning Regression Classification Clustering

Master essential machine learning techniques from regression and classification to clustering, gaining practical skills to implement supervised and unsupervised learning for real-world data analysis.

• Coursera
• 7 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning

Learn about machine learning, the area of artificial intelligence (AI) that is concerned with computational artifacts that modify and improve performance through experience.

• edX
• 14 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Kaggle;  Amazon Web Services;  Amazon Microcredential

Introduction to Machine Learning with TensorFlow

5 reviews

Learn supervised and unsupervised machine learning techniques using TensorFlow and Python. Master regression, neural networks, clustering, and more to solve real-world problems and build an image classifier.

• Udacity
• 2 months 1 week 6 days 4 hours 24 minutes
• On-Demand
• Paid Course