Data Analytics
Showing 601–612 of 722 results
Reducing Complexity in Data
This course covers several techniques used to optimally simplify data used in supervised machine learning applications ranging from relatively simple feature selection techniques to very complex applications of clustering using deep neural networks.
Reporting with R Markdown
R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code.
Representing, Processing, and Preparing Data
This course covers the different data processing tools - including spreadsheets, Python, and relational databases - and deals with data quality issues and visualizing data for insight generation.
Reshaping Data with pandas
Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames.
Retrieve, Transform, and Combine Data Using Power Query
This course targets the Business Intelligence (BI) Self Service professional who needs to obtain and shape data from multiple and various sources so that the data can provide useful BI to report viewers. The focus of this course is Power Query.
RNA-Seq with Bioconductor in R
Use RNA-Seq differential expression analysis to identify genes likely to be important for different diseases or conditions.
Running Queries and Visualizing Data with Databricks SQL
To get an understanding of data, you need to analyze it using a variety of different techniques. This course delves into the use of SQL queries, and especially visualizations and dashboards to identify patterns and trends in data.
Sampling in Python
Learn to draw conclusions from limited data using Python and statistics. This course covers everything from random sampling to stratified and cluster sampling.
Scraping Your First Web Page with R 3
In this course, you will gain the ability to scrape web pages for data with the R programming language. You'll learn about the web scraping workflow along with Rvest, which is a web scraping package for R.
Searching and Analyzing Data with Elasticsearch: Getting Started
Elasticsearch is a popular enterprise search engine, which allows you to build powerful search capability. This course focuses on understanding search components and algorithms from first principles, and applying these in practice using REST APIs.
Searching for Text in MongoDB 4
This course will cover all the tips, tricks, and nuances that are related to text searches and text indices.
Secure a Microsoft Fabric data warehouse
Data warehouse in Microsoft Fabric is a comprehensive platform for data and analytics, featuring advanced query processing and full transactional T-SQL capabilities for easy data management and analysis.