Machine Learning Courses and Certifications

Building a Machine Learning Pipeline

Master building reusable ML pipelines by predicting NYC short-term rental prices through hands-on end-to-end development.

• Udacity
• 5 hours
• On-Demand
• Paid Course

Machine Learning and AI for Business Leaders

1 rating at Udacity

Unlock strategic AI/ML leadership skills to assess initiatives, avoid pitfalls, and drive responsible implementation across your organization.

• Udacity
• 7 hours
• On-Demand
• Paid Course

Always wanted to compete in a Kaggle competition but not sure you have the right skill set? In this course, you'll learn to predict survival rate for Kaggle's Titanic competition.

• DataCamp
• On-Demand
• Free Trial Available

Small Datasets in Machine Learning

Explore techniques for leveraging small datasets in machine learning, including transfer learning and synthetic data generation, to build powerful models and solve real-world problems.

• Udacity
• 8 hours
• On-Demand
• Paid Course

Introduction to Machine Learning

Explore machine learning concepts and workflows using AWS SageMaker, from data analysis to model deployment. Learn to apply ML techniques, use advanced algorithms, and optimize models for real-world scenarios.

• Udacity
• 18 hours
• On-Demand
• Paid Course

Foundations of Machine Learning and Deep Learning for Finance

4 ratings at Corporate Finance Institute

Master the fundamentals of Machine Learning and Deep Learning to drive financial innovation and decision-making

• Corporate Finance Institute
• 1 hour 41 minutes
• On-Demand
• Paid Course

Intro to Machine Learning

Discover the fundamentals of machine learning with scikit-learn, building practical business models for regression, classification, clustering, and dimensionality reduction through hands-on projects.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

Advanced Machine Learning

Explore advanced machine learning techniques including natural language processing, time series forecasting, and recommendation engines through hands-on projects with expert support.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

Python Machine Learning Advanced

2 ratings at Noble Desktop

Master advanced machine learning through hands-on projects in NLP sentiment analysis, recommendation systems, time series forecasting, CNN image classification, and real-time object detection.

• Noble Desktop
• On-Demand
• $1,895.00

Python Machine Learning Course Online (Self-Paced)

Master the fundamentals of machine learning with Python, from regression analysis to classification algorithms, and gain practical skills to solve real-world problems using data science libraries.

• Noble Desktop
• On-Demand
• $1,895.00

Machine Learning Fundamentals

8 reviews

Understand machine learning's role in data-driven modeling, prediction, and decision-making.

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

Introduction to Machine Learning

3812 ratings at Coursera

Foundational understanding of machine learning models, hands-on implementation with PyTorch, and applications across industries from medical diagnostics to image recognition and text prediction.

• Coursera
• 1 day 1 hour 47 minutes
• On-Demand
• Paid Course

Guided Tour of Machine Learning in Finance

7 reviews

Introductory overview of machine learning applications in finance, covering supervised learning methods and their use in predicting bank closures. Suitable for finance professionals, traders, and students.

• Coursera
• 1 day 23 minutes
• On-Demand
• Paid Course

Mathematics for Machine Learning: PCA

3178 ratings at Coursera

Explore mathematical foundations of Principal Component Analysis (PCA) for dimensionality reduction. Learn statistics, inner products, orthogonal projections, and derive PCA from a geometric perspective.

• Coursera
• 20 hours 39 minutes
• On-Demand
• Paid Course

Microcredential

Intro to Machine Learning in Trading with $TSLA

191 ratings at CodeSignal

Dive into financial data analysis and machine learning techniques using Tesla stock data to build predictive trading models and make data-driven investment decisions.

• CodeSignal
• 6 hours
• On-Demand
• Free Certificate
• 4 courses