Columbia University
Machine Learning
Master the essentials of machine learning and algorithms to help improve learning from data without human intervention.
- edX
- Fixed dates
- Free to audit
- Paid certificate
- Advanced
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Mixture Model courses 8
Learn Mixture Model online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
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University of California, Santa Cruz
Bayesian Statistics: Mixture Models
4.563 ratingsBayesian Statistics: Mixture Models introduces you to an important class of statistical models. The course is organized in five modules, each of which contains lecture videos, short quizzes, background reading, discussion prompts, and one or more peer-reviewed assignments. Statistics is best learne…
Partner
- Coursera
- 22 hours
- Self-paced
- Paid · free trial
- Paid certificate
- Cognitive Class
- 30 minutes
- Self-paced
- Free course
- Intermediate
University of California, Santa Cruz
Bayesian Statistics: Time Series Analysis
4.318 ratingsThis course for practicing and aspiring data scientists and statisticians. It is the fourth of a four-course sequence introducing the fundamentals of Bayesian statistics. It builds on the course Bayesian Statistics: From Concept to Data Analysis, Techniques and Models, and Mixture models. Time seri…
Partner
- Coursera
- 20 hours
- Self-paced
- Paid · free trial
- Paid certificate
University of California, Santa Cruz
Bayesian Statistics
Bayesian Statistics for Modeling and Prediction
PartnerLearning path or series
- Coursera
- Self-paced
- Paid · free trial
- Paid certificate
Udacity
Unsupervised Learning Course
Learn to apply unsupervised learning methods like K-means and Gaussian mixtures to extract value from raw data. Develop skills in feature extraction and cluster validation to enhance data analysis.
Partner
- Udacity
- P3W
- Self-paced
- Paid course
- Intermediate
Udacity
Introduction to Machine Learning with Pytorch Nanodegree Program
4.7251 ratingsLearn to build powerful models in this Machine Learning Nanodegree with PyTorch. Master supervised, unsupervised, and deep learning techniques through projects involving customer segmentation and image classification.
PartnerLearning path or series
- Udacity
- 5 minutes
- Self-paced
- Paid course
- Intermediate
Udacity
Introduction to Machine Learning with TensorFlow Nanodegree Program
4.6275 ratingsBuild powerful machine learning models to predict outcomes and uncover insights using data. This Nanodegree covers foundational supervised learning techniques like linear regression, decision trees, Naive Bayes, SVMs, and perceptrons.
PartnerLearning path or series
- Udacity
- 5 minutes
- Self-paced
- Paid course
- Intermediate