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Learn Data Analysis online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
Data Analysis topics
EDUCBA
Master Hadoop through a structured journey from Big Data foundations to advanced cluster administration. You’ll begin by identifying Big Data challenges and exploring the Hadoop ecosystem, HDFS write and read processes, and MapReduce programming through Word Count and output operations. As you prog…
EDUCBA
Master negotiable instruments, cheques, promissory notes, bills of exchange, endorsements, and cheque crossing procedures. Learn practical banking and legal concepts under the Negotiable Instruments Act with real-world relevance. This course provides a structured understanding of negotiable instrum…
EDUCBA
Learners completing this course will be able to design representative samples, construct and manage indexes, merge and transform datasets, apply SQL joins and SAS arrays, perform high-speed lookups using hash objects, create custom formats, modify datasets with transaction logic, and maintain versi…
EDUCBA
By the end of this course, learners will be able to explain core business analytics concepts, apply structured problem-framing techniques, analyze business processes, evaluate data readiness, and illustrate how analytics drives real-world business decisions. This beginner-friendly course is designe…
EDUCBA
Learn to design, implement, validate, and test web services with Tibco BusinessWorks (BW) through an end-to-end, hands-on project. You’ll begin by defining the project scope and setting up a structured foundation for secure service interactions. From there, you’ll design schemas for user validation…
EDUCBA
By the end of this course, learners will be able to analyze Cassandra collection data types, apply Lists, Sets, and Maps effectively, and design performant NoSQL data models using best practices. This advanced-level Cassandra course is designed for developers, data engineers, and database professio…
EDUCBA
Learn how to build interactive Excel sales dashboards that transform raw business data into clear visual insights and professional reports. Master Pivot Tables, Pivot Charts, slicers, and dashboard design techniques used for real-world business analysis. This course provides a practical, step-by-st…
EDUCBA
By the end of this course, learners will be able to analyze structured datasets, interpret military equipment and personnel data, design interactive dashboards, and construct data-driven stories using Tableau. The course guides learners through a complete end-to-end analytics project centered on th…
EDUCBA
Master logistic regression in R and build the practical skills needed to solve real-world classification problems. In this course, you will learn how to distinguish regression from classification tasks, prepare data for modeling, build logistic regression models in R, and interpret model coefficien…
EDUCBA
Learn how to build interactive Excel sales dashboards that transform raw business data into clear visual insights and professional reports. Master Pivot Tables, Pivot Charts, slicers, and dashboard design techniques used for real-world business analysis. This course provides a practical, step-by-st…
EDUCBA
Learners will identify categorical data types, analyze distributions and associations, apply exact tests, construct logistic regression models, and evaluate model performance using SAS. This comprehensive course builds the full skill set needed to work confidently with categorical data across real-…
EDUCBA
Master Oracle PL/SQL triggers and learn to automate database operations, enforce business rules, and support reliable database performance. This course guides you from the foundations of DML triggers through practical implementation and advanced dependency management in Oracle environments. You wil…
EDUCBA
By the end of this course, learners will be able to set up a Scala development environment, structure a real-world data project, configure build dependencies, ingest employee data from CSV files, and persist and retrieve data using relational databases. Learners will also be able to apply JDBC-base…
EDUCBA
Learners will develop the ability to analyze data, create interactive visualizations, build dashboards, and interpret trends and forecasts using Tableau. This course guides learners from foundational concepts to advanced analytical techniques through structured, real-world applications. The course…
AI CERTs
Learn how to apply AI in data analysis to uncover insights faster, improve reporting accuracy, and support smarter business outcomes. For example, AI can help analysts identify customer behavior patterns, automate repetitive reporting tasks, detect anomalies in financial records, and improve foreca…
EDUCBA
Learners will be able to create dynamic SAS programs, automate repetitive tasks, manage macro variables, debug macro behavior, and integrate SQL-driven automation to optimize real-world data processes. This comprehensive course provides a complete journey from foundational macro concepts to advance…
EDUCBA
By the end of this course, learners will create professional SAS outputs, customize ODS formats, apply advanced styles, generate PDF/RTF/HTML reports, build structured tables, and export specialized files using Tagsets. They will also analyze, design, and produce multi-format reports that meet real…
EDUCBA
By completing this course, learners will be able to analyze data using R, apply statistical and machine learning techniques, and interpret complex datasets through effective visualizations. Learners will evaluate data patterns, construct statistical models, and apply machine learning workflows to s…
EDUCBA
By the end of this course, learners will be able to design advanced PROC SQL queries, apply conditional logic, build reusable views, optimize query performance, and troubleshoot complex SQL workflows within the SAS environment. This course provides an in-depth, hands-on exploration of advanced PROC…
EDUCBA
Build practical Python programming skills by creating automation scripts, interactive games, and a deployable web application. Starting with core concepts, you will learn to write structured Python code using strings, operators, control flow, data structures, reusable functions, object-oriented pro…
