Free Online Unsupervised Learning Courses & MOOCs

Coursera

Databricks

Applied Data Science for Data Analysts (Coursera)

Statistics & Data Analysis Data Science

Embark on a journey into practical data analysis with 'Applied Data Science for Data Analysts' on Coursera. This comprehensive course equips you with the essential tools and strategies to tackle real-world challenges in data science. From exploring datasets through unsupervised learning techniques to refining models using tree-based algorithms, this program is tailored for those looking to deepen their understanding of data analysis and improve model performance.

Nov 25th 2024

5-12 Weeks

Machine Learning Data Analysis Data Science

Coursera

CFA Institute

Machine Learning for Investment Professionals (Coursera)

Data Science

Dive into 'Machine Learning for Investment Professionals' – an exclusive Coursera course crafted for those in the finance sector seeking to integrate cutting-edge machine learning techniques into their investment strategies. This practical course equips you with both technical skills and strategic insights, ensuring you can leverage data-driven decision-making to optimize your portfolio performance.

Feb 5th 2024

5-12 Weeks

ML Machine Learning Neural Networks

Introduction to Scientific Machine Learning (edX)

EdX

Purdue University,PurdueX

Introduction to Scientific Machine Learning (edX)

Engineering

Dive into the world of scientific machine learning with this comprehensive online course designed for beginners. Gain a solid foundation in data analytics and explore practical applications in engineering through hands-on examples. From understanding uncertainty with probability theory to mastering complex models like deep neural networks, this course equips you with the skills needed to tackle real-world problems.

Aug 21st 2023

13-24 Weeks

Machine Learning Neural Networks Linear Regression

FutureLearn

Birkbeck, University of London,Coventry University,Institute of Coding

Applied Data Science (FutureLearn)

Data Science Science

Discover how to leverage data science in your career with FutureLearn's Applied Data Science course. Gain practical skills and understand the role of data analytics in modern workplaces.

Jan 16th 2023

2 Weeks

Machine Learning Clustering Classification

FutureLearn

Raspberry Pi Foundation,National Centre for Computing Education

Introduction to Machine Learning and AI (FutureLearn)

Robotics & Computer Vision

Dive into the world of Artificial Intelligence (AI) and Machine Learning (ML) with our beginner-friendly course. Gain a solid understanding of these transformative technologies, learn to apply them through practical exercises, and discover their impact on industries like healthcare, finance, and transportation. Whether you're curious about self-driving cars or want to build your own predictive models, this course is your starting point.

Jan 2nd 2023

4 Weeks

ML Artificial Intelligence Machine Learning

FutureLearn

Sungkyunkwan University - SKKU

Predictive Analytics: Solving Business Problems Using Machine Learning and Big Data (FutureLearn)

Management & Leadership Business

Dive into the world of predictive analytics and discover how leveraging machine learning and big data can revolutionize your business strategy. This course will guide you through understanding and implementing predictive models to make informed decisions based on data insights.

Aug 16th 2021

4 Weeks

Machine Learning Big Data Clustering

Udacity

Georgia Institute of Technology,Udacity

Machine Learning: Unsupervised Learning (Udacity)

Robotics & Computer Vision

Dive into the fascinating world of Unsupervised Learning with our expert-led course. Discover how to harness the potential of unlabeled data by identifying patterns and structures that can revolutionize fields from personalization services like Netflix and Amazon to scientific research. This course will equip you with essential skills in randomized optimization, clustering algorithms, and more, enabling you to analyze complex datasets effectively.

Self Paced

Self-Paced

Machine Learning Clustering Information Theory

Udacity

Introduction to Machine Learning Course (Udacity)

Data Science

Embark on a journey into the world of Machine Learning with our Introduction to Machine Learning Course. This course is designed for beginners who want to dive deep into data analysis and predictive modeling. Taught by industry professionals, you'll learn how to investigate data through a machine learning lens and gain valuable skills that are in high demand across various industries.

Self Paced

Self-Paced

Statistics Machine Learning Clustering

Udacity

Georgia Institute of Technology,Udacity

Machine Learning (Udacity)

Data Science

Discover the power of Artificial Intelligence with our Machine Learning course. Designed for graduates and professionals, this course covers essential topics like Supervised Learning, Unsupervised Learning, and Reinforcement Learning. Enhance your skills in predictive analytics, pattern recognition, and more.

Self Paced

Self-Paced

Machine Learning Information Theory Game Theory