Search result for Unsupervised learning clustering Online Courses & Certifications
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End to End Data Science Practicum with Knime
by Prof. Dr. Ĺžadi Evren Ĺžeker- 0.0
9 hours on-demand video
We also cover unsupervised learning problems like clustering and association rule learning with k-means or hierarchical clustering, and a priori algorithms. Evaluation: In the final step of data science, we study the metrics of success via Confusion Matrix, Precision, Recall, Sensitivity, Specificity for classification; purity , randindex for Clustering and rmse, rmae, mse, mae for Regression / Prediction problems with Knime....
$14.99
Data Science Fundamentals For Beginners
by VIEH Group- 3.1
1.5 hours on-demand video
That means by completing this course I guarantee you that you will learn all the complex Data Science Components and Machine Learning Algorithms in a easy and Understandable way. And, this is the right time to start learning Data Science. Understanding Machine Learning Vs Data Science Machine Learning Workflow Machine Learning Clustering Deep Learning Supervised Vs Unsupervised Learning...
$12.99
Applied Machine Learning in Python
by Kevyn Collins-Thompson- 4.6
Approx. 34 hours to complete
The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. Key Concepts in Machine Learning Python Tools for Machine Learning An Example Machine Learning Problem Module 2: Supervised Machine Learning - Part 1 Introduction to Supervised Machine Learning...
Practical Machine Learning on H2O
by Darren Cook- 4.5
Approx. 24 hours to complete
We will be using linear models, random forest, GBMs and of course deep learning, as well as some unsupervised learning algorithms. Deep Learning Deep Learning Part 1 Deep Learning Part 2 Deep Learning with Grids Regression with Deep Learning Deep Learning Basics More Deep Learning UNSUPERVISED LEARNING Week Five Is Unsupervised Unsupervised Learning...
Cluster Analysis and Unsupervised Machine Learning in Python
by Lazy Programmer Team- 4.6
8 hours on-demand video
Cluster analysis is a staple of unsupervised machine learning and data science. This is where unsupervised machine learning comes into play. There are 2 methods of clustering we’ll talk about: k-means clustering and hierarchical clustering. One interesting fact is that under certain conditions, Gaussian mixture models and k-means clustering are exactly the same! We’ll prove how this is the case....
$29.99
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
Approx. 20 hours to complete
This third course within the Certified Artificial Intelligence Practitioner (CAIP) professional certificate introduces you to some of the major machine learning algorithms that are used to solve the two most common supervised problems: regression and classification, and one of the most common unsupervised problems: clustering. Train and evaluate clustering models to find useful patterns in unsupervised data....
Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
Approx. 17 hours to complete
Learning Outcomes: By the end of this course, you will be able to: -Compare and contrast supervised and unsupervised learning tasks. Clustering text data with Gaussian mixtures Clustering text data with Gaussian mixtures An alternative document clustering model Learning LDA model via Gibbs sampling Hierarchical Clustering & Closing Remarks Divisive clustering...
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Statistical Learning
by Trevor Hastie , Robert Tibshirani- 0.0
9 Weeks
Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical). Overview of statistical learning Unsupervised learning...
$149
Data Science for Business Innovation
by Marco Brambilla , Emanuele Della Valle- 4.2
Approx. 7 hours to complete
Topics cover the essential concepts and intuitions on data needs, data analysis, machine learning methods, respective pros and cons, and practical applicability issues. Machine Learning Machine Learning Machine Learning slides Machine Learning Machine Learning Machine Learning K-means Clustering Using k-means for Clustering K-means Clustering Foundational concepts and intuitions about machine learning techniques...
Clustering & Classification With Machine Learning In R
by Minerva Singh- 4.3
8 hours on-demand video
Harness The Power Of Machine Learning For Unsupervised & Supervised Learning In R -- With Practical Examples By becoming proficient in unsupervised & supervised learning in R, you can give your company a competitive edge and boost your career to the next level. • Machine Learning, Supervised Learning, Unsupervised Learning in R...
$12.99