Supervised Learning Courses and Certifications

Data Analysis with Python Project

Comprehensive exploration of data analysis techniques, from classification to outlier detection, empowering learners to conduct real-world projects and make data-driven decisions.

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

Predicting Extreme Climate Behavior with Machine Learning

Explore machine learning techniques for climate data analysis, from unsupervised clustering to neural networks, gaining practical skills to predict extreme weather patterns.

• Coursera
• 1 day
• Self-Paced
• Paid Course

The Ultimate Beginner's Guide to AI and Machine Learning

2444 ratings at Udemy

Plus: (1) AI and Humans, (2) Generative AI and Leaders, (3) AI and Operations, (4) AI and Business Strategy

• Udemy
• 1 day 12 hours 8 minutes
• Self-Paced
• Paid Course

AI Integration in Healthcare

Master AI algorithms and modeling techniques specifically designed for healthcare applications, from data preparation to building reliable diagnostic systems.

• Coursera
• 8 hours 41 minutes
• Self-Paced
• Paid Course

Machine Learning for Marketers

Enhance marketing strategies with machine learning: predict customer behavior, optimize campaigns, uncover hidden patterns, and personalize experiences using advanced analytics techniques.

• Coursera
• 21 hours 57 minutes
• Self-Paced
• Paid Course

[NEW] The Ultimate Generative AI Leader Cert. Training

1827 ratings at Udemy

[Latest Syllabus] Pass The Generative AI Leader Exam On Your First Attempt | 2 Full Practice Exams & 160+ Quiz Questions

• Udemy
• 8 hours 16 minutes
• Self-Paced
• Paid Course

AI and Machine Learning Algorithms and Techniques

66 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
• Self-Paced
• Paid Course

Towards Generalist Imaging Using Multimodal Self-Supervised Learning - Mars Huang

Exploring multimodal self-supervised learning for generalist medical imaging AI, addressing limitations of supervised learning and clinical context integration in automated image analysis.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

CrashCourse

Artificial Intelligence by CrashCourse

1 rating

In 20 episodes, Jabril will teach you about Artificial Intelligence and Machine Learning!

• YouTube
• 4 hours 30 minutes
• Self-Paced
• Free Video

What is Machine Learning?

1436 ratings at Udemy

An overview of Supervised, Unsupervised, and Reinforcement Learning with Python Demos

• Udemy
• 1 hour 57 minutes
• Self-Paced
• Free Online Course

EDUCBA Career Certificate

Applied Python: Web Dev, Machine Learning & Cryptography

75 ratings at Coursera

Master web development, machine learning, and cryptography through hands-on Python projects covering dynamic applications, sentiment analysis, linear regression, and secure systems.

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

Cyber Security: Application of AI

10 ratings at Coursera

Discover how AI and ML revolutionize cyber defense through hands-on threat detection, network analysis, malware identification, and adversarial attack mitigation techniques.

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

EDUCBA Career Certificate

Python for Data Science: Real Projects & Analytics

34 ratings at Coursera

Master Python for data science through hands-on projects covering analysis, visualization, statistics, machine learning, and time series forecasting to build industry-ready skills.

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

Coursera Career Certificate

Machine Learning with Scikit-learn, PyTorch & Hugging Face

30 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/week
• Self-Paced
• Paid Course
• 5 courses

Whizlabs

NVIDIA: Fundamentals of Machine Learning

28 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
• Self-Paced
• Paid Course