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Case Studies: Network Analysis in R
Apply fundamental concepts in network analysis to large real-world datasets in 4 different case studies.
Introduction to Anomaly Detection in R
Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algorithms.
Analyzing Social Media Data in R
Extract and visualize Twitter data, perform sentiment and network analysis, and map the geolocation of your tweets.
HR Analytics: Predicting Employee Churn in R
Predict employee turnover and design retention strategies.
Predictive Analytics using Networked Data in R
Learn to predict labels of nodes in networks using network learning and by extracting descriptive features from the network
Fraud Detection in R
Learn to detect fraud with analytics in R.
Case Study: Analyzing Fitness Data in Alteryx
Advance your Alteryx skills with real fitness data to develop targeted marketing strategies and innovative products!
Differential Expression Analysis with limma in R
Learn to use the Bioconductor package limma for differential gene expression analysis.
Intermediate Predictive Analytics in Python
Learn how to prepare and organize your data for predictive analytics.
Analyzing US Census Data in R
Learn to rapidly visualize and explore demographic data from the United States Census Bureau using tidyverse tools.
Market Basket Analysis in R
Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.
Case Study: Net Revenue Management in Google Sheets
You will use Net Revenue Management techniques in Google Sheets for a Fast Moving Consumer Goods company.
Forecasting Product Demand in R
Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of products from a real world example.
Case Study: Inventory Analysis in Tableau
Enhance your Tableau skills with this case study on inventory analysis. Analyze a dataset, create calculated fields, and create visualizations.
Case Study: Analyzing Healthcare Data in Tableau
Practice Tableau with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.
HR Analytics: Predicting Employee Churn in Python
In this course you'll learn how to apply machine learning in the HR domain.
Case Study: Analyzing City Time Series Data in R
Strengthen your knowledge of the topics covered in Manipulating Time Series in R using real case study data.
Time Series Analysis in Tableau
In this course, you’ll learn to classify, treat and analyze time series; an absolute must, if you’re serious about stepping up as an analytics professional.
Intermediate Network Analysis in Python
Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.
ChIP-seq with Bioconductor in R
Learn how to analyse and interpret ChIP-seq data with the help of Bioconductor using a human cancer dataset.
Case Study: Set Up a Book Recommendation App in Azure
Learn to set up a secure, efficient book recommendation app in Azure in this hands-on case study.
Case Study: Ecommerce Analysis in Tableau
In ecommerce, increasing sales and reducing expenses are top priorities. In this case study, you'll investigate data from an online pet supply company.
Analyzing IoT Data in Python
Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.
Categorical Data in the Tidyverse
Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.