Search results for machine learning

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)

SQL Server Machine Learning Services: Python

501 ratings at LinkedIn Learning

Learn how to analyze SQL Server data with Python. Discover how to perform statistical analyses, generate graphics, and process tabular data—directly in SQL Server.

• LinkedIn Learning
• 2 hours 32 minutes
• On-Demand
• Free Trial Available

Machine Learning with Python: Decision Trees

383 ratings at LinkedIn Learning

Learn how to build decision trees in Python to measure impurity within a partition and improve outcomes on machine learning projects.

• LinkedIn Learning
• 1 hour 14 minutes
• On-Demand
• Free Trial Available

Machine Learning and AI: Advanced Decision Trees with SPSS

104 ratings at LinkedIn Learning

Work toward a mastery of machine learning by exploring advanced decision tree algorithm concepts. Learn about the QUEST and C5.0 algorithms and a few advanced topics.

• LinkedIn Learning
• 1 hour 23 minutes
• On-Demand
• Free Trial Available

Machine Learning and AI Foundations: Prediction, Causation, and Statistical Inference

292 ratings at LinkedIn Learning

Gain insights to help improve your machine learning models and statistical analyses.

• LinkedIn Learning
• 2 hours 3 minutes
• On-Demand
• Free Trial Available

Deploying Scalable Machine Learning for Data Science

336 ratings at LinkedIn Learning

Learn how to use design patterns for scalable architecture and tools such as services and containers to deploy machine learning at scale.

• LinkedIn Learning
• 1 hour 43 minutes
• On-Demand
• Free Trial Available

Machine Learning and AI Foundations: Predictive Modeling Strategy at Scale

361 ratings at LinkedIn Learning

Scalability is one of the biggest challenges in data science. Learn how to evaluate data, choose the right algorithms, and perform predictive modeling at scale.

• LinkedIn Learning
• 1 hour 3 minutes
• On-Demand
• Free Trial Available

Machine Learning Operations (MLOps): Getting Started

453 ratings at Coursera

Learn MLOps tools and best practices for deploying, evaluating, monitoring, and operating production ML systems on Google Cloud, enabling continuous improvement and efficient model deployment.

• Coursera
• 2 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

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
• 2 weeks, 3-4 hours a week
• On-Demand
• Paid Course

Introduction to Machine Learning using Microsoft Azure

Explore machine learning fundamentals and hands-on Azure ML Studio training, covering data preparation, model development, and responsible AI principles.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Introduction to Artificial Intelligence

31 reviews

Explore modern AI fundamentals and applications, covering machine learning, robotics, computer vision, and natural language processing in this comprehensive 16-week program.

• Udacity
• 16 weeks, 6 hours a week
• On-Demand
• Free Online Course

Machine Learning and AI Foundations: Recommendations

325 ratings at LinkedIn Learning

This project-based course shows programmers of all skill levels how to use machine learning to build programs that can make recommendations—like recommending new products.

• LinkedIn Learning
• 58 minutes
• On-Demand
• Free Trial Available

Machine Learning Foundations: Calculus

307 ratings at LinkedIn Learning

Learn the basics of calculus concepts and techniques used to design and implement ML algorithms.

• LinkedIn Learning
• 1 hour 30 minutes
• On-Demand
• Free Trial Available

AWS Machine Learning Foundations Course

Learn what machine learning is and the steps involved in building and evaluating models. Gain in demand skills needed at businesses working to solve challenges with AI.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Calculus for Machine Learning and Data Science

733 ratings at Coursera

Explore calculus fundamentals for machine learning, including derivatives, optimization, gradients, and Newton's method. Apply concepts using Python in hands-on exercises for practical ML skills.

• Coursera
• 1 day 2 hours 59 minutes
• On-Demand
• Free Online Course (Audit)