Supervised Learning Courses and Certifications

What is Machine Learning?

1424 ratings at Udemy

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

• Udemy
• 1 hour 57 minutes
• On-Demand
• Free Online Course

Scalable Machine Learning on Big Data using Apache Spark

1252 ratings at Coursera

Learn to scale machine learning tasks on big data using Apache Spark. Gain hands-on experience with parallel processing, distributed storage, and SparkML Pipelines to handle petabyte-scale datasets efficiently.

• Coursera
• 6 hours 38 minutes
• On-Demand
• Paid Course

Statistical Learning with Python

24 ratings at edX

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in Python.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Alberta Machine Intelligence Institute Microcredential

Machine Learning: Algorithms in the Real World

1069 ratings at Coursera

Comprehensive journey through applied machine learning, from problem definition to deployment, equipping professionals to build and maintain successful ML applications across various domains.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Introduction to Data Science for Complete Beginners

1013 ratings at Udemy

Most Frequent Questions about Data Science are answered in this course

• Udemy
• 1 hour 59 minutes
• On-Demand
• Free Online Course

Agreenium

Chimiometrie, chapitre 2/2 : les méthodes supervisées

Le présent chapitre est consacré aux méthodes supervisées (régressions, discrimination, robustesse, sélection de variables) ainsi qu'à la validation de méthodes analytiques.

• France Université Numerique
• 60 hours
• On-Demand
• Free Online Course

Google Cloud;  New York Institute of Finance

Introduction to Trading, Machine Learning & GCP

897 ratings at Coursera

Explore trading fundamentals, machine learning, and Google Cloud Platform to build quantitative strategies and models using Python, focusing on regression, time series, and neural networks.

• Coursera
• 5 hours 25 minutes
• On-Demand
• Paid Course

Machine Learning for Data Analysis

328 ratings at Coursera

Explore machine learning techniques for predictive analysis, covering decision trees, random forests, lasso regression, and k-means clustering. Gain hands-on experience applying these algorithms to real-world data.

• Coursera
• 10 hours 28 minutes
• On-Demand
• Paid Course

Intro to Predictive Analytics Using Python

Master predictive analytics fundamentals using Python, from regression models to advanced techniques like random forests and unsupervised learning, enabling data-driven forecasting and pattern recognition.

• Coursera
• 10 hours 52 minutes
• On-Demand
• Paid Course

HR Analytics Master Course with Excel, Python and R

822 ratings at Udemy

The Most Comprehensive Course on Data Analytics and HR Analytics.

• Udemy
• 12 hours 56 minutes
• On-Demand
• Paid Course

Python Machine Learning: From Beginner to Pro

780 ratings at Udemy

Machine Learning Tutorial: Python-Based Predictive Analytics

• Udemy
• 5 hours 37 minutes
• On-Demand
• Paid Course

Advanced Malware and Network Anomaly Detection

22 ratings at Coursera

Equip yourself with AI-powered skills to combat advanced cybersecurity threats. Master malware detection, network anomaly identification, and practical implementations using real-world data.

• Coursera
• 11 hours 47 minutes
• On-Demand
• Paid Course

Microcredential

Applied Machine Learning

15 ratings at Coursera

Develop practical machine learning skills through hands-on application of supervised learning, ensemble methods, neural networks, and advanced techniques like CNNs and reinforcement learning.

• Coursera
• 12 weeks, 5 hours a week
• On-Demand
• Paid Course
• 3 courses

Applied Machine Learning: Techniques and Applications

12 ratings at Coursera

Master applied machine learning techniques for computer vision, data analysis, and model evaluation. Gain hands-on experience with image processing, supervised learning, and essential skills in data pre-processing and performance assessment.

• Coursera
• 19 hours 24 minutes
• On-Demand
• Paid Course

LinkedIn AI Academy AI-100: 2 Supervised Learning with Neural Networks

170 ratings at LinkedIn Learning

Get a foundational understanding of neural networks from two LinkedIn AI engineers.

• LinkedIn Learning
• 1 hour 9 minutes
• On-Demand
• Free Trial Available