Search result for Clustering models Online Courses & Certifications
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Machine Learning for Accounting with Python
by Linden Lu- 0.0
Approx. 63 hours to complete
This course provides an entry point for students to be able to apply proper machine learning models on business related datasets with Python to solve various problems. MODULE 7: INTRODUCTOIN TO CLUSTERING 1 Introduction to K-means Clustering 3 Introduction to Density Based Clustering How to apply machine learning models on datasets with Python in Jupyter Notebook....
Regression, Data Mining, Text Mining, Forecasting using R
by ExcelR Solutions- 3.8
33 hours on-demand video
Learn about the K-Means clustering algorithm & how to use R to accomplish the sameLearn about the science behind text mining, word cloud, sentiment analysis & accomplish the same using RLearn about Forecasting models including AR, MA, ES, ARMA, ARIMA, etc....
$15.99
Machine Learning Foundations: A Case Study Approach
by Emily Fox , Carlos Guestrin- 4.6
Approx. 18 hours to complete
Applying learned models to predict price of an average house Document retrieval: A case study in clustering and measuring similarity Clustering documents task overview Clustering documents: An unsupervised learning task k-means: A clustering algorithm Other examples of clustering Clustering and similarity ML block diagram Clustering and Similarity Using precision-recall to compare recommender models...
Fundamentals of Machine Learning in Finance
by Igor Halperin- 3.8
Approx. 18 hours to complete
Data Visualization & Clustering Clustering Algorithms Hierarchical Clustering Algorithms Clustering and Estimation of Equity Correlation Matrix Probabilistic Clustering Bishop, “Pattern Recognition and Machine Learning”, Clustering and EM: Chapter 9 State-Space Models Hidden Markov Models...
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
Code Free Data Science
by Natasha Balac, Ph.D.- 4.3
Approx. 14 hours to complete
• Essential Data Science skills to design, build, test and evaluate predictive models • Data Manipulation, preparation and Classification and clustering methods Intro to K-means Clustering K-means Clustering In KNIME Book Chapter on Clustering Essential Data Science skills to design, build, test and evaluate predictive models Data Manipulation, preparation and cclassification and clustering methods...
Machine Learning with Python: from Linear Models to Deep Learning
by Regina Barzilay , Tommi Jaakkola , Karene Chu- 0.0
15 Weeks
An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. Implement and analyze models such as linear models, kernel machines, neural networks, and graphical models Choose suitable models for different applications...
$300
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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)....
$149
Applied Unsupervised Learning with R
by Packt Publishing- 4.5
4.5 hours on-demand video
Starting with the basics, Applied Unsupervised Learning with R explains clustering methods, distribution analysis, data encoders, and features of R that enable you to understand your data better and get answers to your most pressing business questions....
$11.99
Machine Learning Fundamentals
by Sanjoy Dasgupta- 0.0
10 Weeks
Or exploit data to create simple predictive models of the world? Generative and discriminative models Linear models and extensions to nonlinearity using kernel methods...
$350