Supervised Learning Courses and Certifications

Project Planning and Machine Learning

106 ratings at Coursera

Learn project planning, sensor calibration, file systems, machine learning basics, and big data analytics for IoT applications. Gain practical skills in product teardown and bill of materials creation.

• Coursera
• 17 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

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 10 minutes
• On-Demand
• Free Online Course (Audit)

Regression Analysis

Master regression analysis techniques to model relationships, prevent overfitting, and make data-driven decisions. Explore linear and polynomial regression, regularization, cross-validation, and ensemble methods through hands-on practice.

• Coursera
• 1 day 16 hours
• On-Demand
• Free Online Course (Audit)

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

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
• On-Demand
• Free Online Course (Audit)

Fundamentals of Machine Learning in Finance

335 ratings at Coursera

Gain practical skills in applying machine learning algorithms to financial problems using Python, covering supervised, unsupervised, and reinforcement learning techniques for real-world applications.

• Coursera
• 18 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Launching into Machine Learning

4315 ratings at Coursera

Explore data quality, AutoML, BigQuery ML, and model optimization. Learn to build, train, and deploy ML models, focusing on generalization and sampling for real-world performance.

• Coursera
• 14 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining for Smart Cities

Explore data mining techniques for smart cities using Python, covering supervised and unsupervised learning, anomaly detection, and advanced algorithms to extract actionable insights from urban data.

• Coursera
• 2 days 14 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning: an overview

125 ratings at Coursera

Explore key machine learning methods, their applications, and limitations through examples and case studies. Gain insights into supervised, unsupervised, and reinforcement learning techniques.

• Coursera
• 2 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Fundamentals of Machine Learning

6 reviews

In this tutorial, Dr. Artemy Kolchinsky and Dr. Brendan Tracey outline exactly what it is that makes machine learning so special in an accessible way.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

Machine Learning for Absolute Beginners - Level 1

21274 ratings at Udemy

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

• Udemy
• 4 hours 27 minutes
• On-Demand
• Paid Course

Executive Briefing - Data Science and Machine Learning

7333 ratings at Udemy

Get a non-technical overview of Data Science and Machine Learning for Executives!

• Udemy
• 1 hour 58 minutes
• On-Demand
• Free Online Course

Fraud Detection in Python

Learn to detect fraud using Python, applying supervised and unsupervised learning techniques, handling imbalanced datasets, and implementing practical models with hands-on experience and real-life insights.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Microcredential

IBM Machine Learning

Comprehensive program covering key machine learning types, algorithms, and applications. Develop practical skills using open-source frameworks for a career in AI and data science.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 6 courses

Introduction to Deep Learning & Neural Networks with Keras

1662 ratings at Coursera

. This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks?

• Coursera
• 8 hours 21 minutes
• On-Demand
• Free Online Course (Audit)