Machine Learning Courses and Certifications

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)

Reinforcement Learning in Finance

131 ratings at Coursera

Explore reinforcement learning applications in finance, including option valuation, trading, and asset management. Gain practical skills through Q-learning examples and a market dynamics project.

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

H2O.ai

Practical Machine Learning on H2O

74 ratings at Coursera

Learn core machine learning techniques using H2O, including linear models, random forests, GBMs, and deep learning. Evaluate and choose optimal models for your data and business constraints.

• Coursera
• 1 day 6 minutes
• On-Demand
• Free Online Course (Audit)

Launching into Machine Learning

4303 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)

Machine Learning: an overview

109 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)

Overview of Advanced Methods of Reinforcement Learning in Finance

83 ratings at Coursera

Explore advanced reinforcement learning methods in finance, covering option pricing, market impact, high-frequency trading, cryptocurrencies, and peer-to-peer lending. Gain insights into market equilibrium and predictability.

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

Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership

77 ratings at Coursera

Comprehensive guide to implementing machine learning in business operations, covering applications, project management, data preparation, and ethical considerations for leaders and data scientists.

• Coursera
• 13 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats

147 ratings at Coursera

Explore machine learning's business impact, data requirements, predictive modeling techniques, and ethical considerations. Learn to deploy ML effectively for various applications like fraud detection and marketing optimization.

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

Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls

64 ratings at Coursera

Explore machine learning's technical aspects, from foundational principles to advanced methods. Learn to avoid pitfalls, interpret models, and evaluate performance while gaining insights into cutting-edge techniques and ethical considerations.

• Coursera
• 17 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Production Machine Learning Systems

994 ratings at Coursera

Dive into building high-performing ML systems in production, covering key components, best practices, and design considerations for optimal performance and adaptability.

• Coursera
• 18 hours 36 minutes
• On-Demand
• Free Online Course (Audit)

Edge Impulse

Introduction to Embedded Machine Learning

673 ratings at Coursera

This course will give you a broad overview of how machine learning works, how to train neural networks, and how to deploy those networks to microcontrollers.

• Coursera
• 17 hours 21 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

DeepLearning.AI;  Stanford

Advanced Learning Algorithms

6701 ratings at Coursera

Explore neural networks, decision trees, and best practices in machine learning. Build and train models using TensorFlow, apply multi-class classification, and learn ensemble methods for real-world AI applications.

• Coursera
• 1 day 10 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

The Top 5 Machine Learning Libraries in Python

4310 ratings at Udemy

A Gentle Introduction to the Top Python Libraries used in Applied Machine Learning

• Udemy
• 1 hour 39 minutes
• On-Demand
• Free Online Course