Machine Learning Courses and Certifications

Gradio Course - Create User Interfaces for Machine Learning Models

1 rating

Learn to create user interfaces for machine learning models using Gradio, covering components, inputs, debugging, UI/UX improvement, sharing, and deployment on Hugging Face Spaces.

• freeCodeCamp
• 1-2 hours
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Introduction to Machine Learning: Art of the Possible

1 rating

Explore machine learning fundamentals for business leaders, covering AI basics, ML applications, potential challenges, and market opportunities in this concise AWS course.

• AWS Skill Builder
• Self-Paced
• Free Certificate

Machine Learning

Explore techniques transforming industries: supervised, unsupervised, and reinforcement learning. Gain insights into AI's impact on various sectors and daily life.

• Polimi OPEN KNOWLEDGE
• 3 weeks
• Self-Paced
• Free Certificate

Machine Learning, Maths & Ethics: Hands-on

Empowering young people, especially women, to pursue machine learning careers through hands-on experience, data exploration, model training, and ethical considerations.

• Polimi OPEN KNOWLEDGE
• 6 weeks
• Self-Paced
• Free Certificate

Implement and assess K-Nearest Neighbors algorithm for classification. Learn data preparation, distance formulas, and model evaluation using various datasets.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

Discover patterns in unlabeled data using K-means clustering. Learn to build, assess, and improve algorithms for effective unsupervised learning and pattern recognition.

• Codecademy
• 2 hours
• Self-Paced
• Free Trial Available

Learn to create game-playing AI using the Minimax algorithm, building neural networks for decision-making in games like Tic Tac Toe and Connect Four.

• Codecademy
• 2 hours
• Self-Paced
• Free Trial Available

Career Certificate

AWS Machine Learning Engineer Nanodegree

41 ratings at Udacity

Equip developers with AWS SageMaker skills to build and deploy ML models in production. Learn data science, model design, and best practices for real-world applications.

• Udacity
• 4 months 2 weeks 5 days 11 hours 36 minutes
• Self-Paced
• Paid Course

Introduction to Machine Learning

34 ratings at The Great Courses Plus

Search engines. Navigation systems. Game-playing robots. Learn how smart machines got that way in this course taught by a pioneer researcher in machine learning.

• The Great Courses Plus
• 12 hours 6 minutes
• Self-Paced
• Free Trial Available

Career Certificate

Data Scientist: Machine Learning Specialist

Master Python, SQL, and machine learning algorithms to solve real-world problems, make predictions, and find patterns in data through hands-on projects and comprehensive training.

• Codecademy
• 95 hours
• Self-Paced
• Free Trial Available

Ace The Machine Learning System Design Interview

11 ratings at Taro

Master a repeatable system for ML system design interviews, learning to structure your thoughts, communicate clearly, and demonstrate senior-level thinking to stand out from other candidates.

• Taro
• 59 minutes
• Self-Paced
• Paid Course

Machine Learning - Dimensionality Reduction

Learn techniques to reduce dataset features using PCA and EFA, with hands-on practice in R. Explore the theory and application of dimensionality reduction in machine learning.

• Cognitive Class
• 6 hours
• Self-Paced
• Free Online Course

Machine Learning with R

Dive into machine learning fundamentals using R. Explore supervised and unsupervised learning, statistical modeling, and various algorithms. Gain practical insights through real-life examples and societal impacts.

• Cognitive Class
• 3 hours
• Self-Paced
• Free Online Course

KTH Royal Institute of Technology;  NPTEL

Machine Learning, ML

The scientific discipline of Machine Learning focuses on developing algorithms to find patterns or make predictions from empirical data. It is a classical sub-discipline within Artificial Intelligence (AI).

• Swayam
• 8 weeks
• Self-Paced
• Free Online 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
• Self-Paced
• Paid Course