Search result for Clustering analysis Online Courses & Certifications
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High-Dimensional Data Analysis
by Rafael Irizarry , Michael Love- 0.0
4 Weeks
A focus on several techniques that are widely used in the analysis of high-dimensional data. We describe the general idea behind clustering analysis and descript K-means and hierarchical clustering and demonstrate how these are used in genomics and describe prediction algorithms such as k-nearest neighbors along with the concepts of training sets, test sets, error rates and cross-validation....
$149
From 0 to 1: Machine Learning, NLP & Python-Cut to the Chase
by Loony Corn- 4.5
20 hours on-demand video
Corpora, stopwords, sentence and word parsing, auto-summarization, sentiment analysis (as a special case of classification), TF-IDF, Document Distance, Text summarization, Text classification with Naive Bayes and K-Nearest Neighbours and Clustering with K-Means Why it's useful, Approaches to solving - Rule-Based , ML-Based , Training , Feature Extraction, Sentiment Lexicons, Regular Expressions, Twitter API, Sentiment Analysis of Tweets with Python...
$14.99
Text Mining and NLP using R and Python
by ExcelR Solutions- 3.2
3.5 hours on-demand video
Understand about word cloud, clustering, and making analysis based on context, Use of Negative and positive words banks for relational analysis...
$12.99
Mastering Unsupervised Learning with Python
by Packt Publishing- 3.6
4 hours on-demand video
In this video course you will understand the assumptions, advantages, and disadvantages of various popular clustering algorithms, and then learn how to apply them to different data sets for analysis. You will see hierarchical clustering through bottom-up and top-down strategies....
$12.99
Deep Learning and Reinforcement Learning
by Mark J Grover , Miguel Maldonado- 4.7
Approx. 14 hours to complete
Explain the curse of dimensionality, and how it makes clustering difficult with many features Describe and use common clustering and dimensionality-reduction algorithms Try clustering points where appropriate, compare the performance of per-cluster models...
Master Python programming by solving scientific projects
by Mike X Cohen- 4.6
34.5 hours on-demand video
The course contains a wide variety of projects, from statistics to data clustering to text processing to time series filtering. Time series analysis Spectral analysis Data clustering...
$12.99
Machine Learning for Accounting with Python
by Linden Lu- 0.0
Approx. 63 hours to complete
MODULE 6: INTRODUCTION TO TEXT ANALYSIS MODULE 7: INTRODUCTOIN TO CLUSTERING 1 Introduction to K-means Clustering 3 Introduction to Density Based Clustering...
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Foundations of strategic business analytics
by Nicolas Glady- 4.4
Approx. 8 hours to complete
Prerequisites : 1/ Be able to use R or to program 2/ To know the fundamentals of databases, data analysis (regression, classification, clustering) Basic clustering using ad-hoc techniques: the example of product management Predicting when an event will happen with survival analysis...
Introduction to Formal Concept Analysis
by Sergei Obiedkov- 4.8
Approx. 26 hours to complete
This course is an introduction into formal concept analysis (FCA), a mathematical theory oriented at applications in knowledge representation, knowledge acquisition, data analysis and visualization. Among other things, the students will learn about FCA-based approaches to clustering and dependency mining. Formal concept analysis in a nutshell Welcome to Formal Concept Analysis Conceptual clustering...
Predictive Analytics for Business - with Case Studies
by John Phillips- 3.5
1 hour on-demand video
We do the following case studies on Rapidminer software: B2B Churn of an office supply distributor, Market Basket Analysis of a retail computer store, Customer Segmentation of a customer database and Direct Marketing. The following models are used: Linear Regression, Logistic Regression, Association Rules, K-means Clustering and Decision Trees....
$9.99