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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
By the end of this course, learners will be able to navigate Microsoft Excel 2019 confidently, apply professional formatting, perform accurate calculations, and analyze data using logical and conditional tools. This Excel 2019 – Beginners Training course is designed for absolute beginners who want…
EDUCBA
By the end of this course, learners will be able to analyze financial market data, evaluate price and index movements, design interactive dashboards, and communicate insights through professional Tableau stories. This hands-on course guides learners through a complete, real-world Tableau project fo…
EDUCBA
Master advanced Splunk administration and build the practical skills to configure, monitor, and optimize data management across distributed environments. You’ll set up deployment servers and clients, create and distribute deployment apps, and automate forwarder configuration through centralized ser…
EDUCBA
Learn the fundamentals of Apache Spark and build a strong foundation in big data processing and distributed computing. This beginner-friendly course introduces Spark's architecture, core components, and Resilient Distributed Datasets (RDDs), then guides you through advanced RDD transformations, per…
EDUCBA
Build a complete Restaurant Billing System using Excel VBA and automate real-world billing operations with hands-on project development. Learn Excel VBA programming, UserForms, billing automation, currency conversion, and record management from scratch. This practical Excel VBA course teaches learn…
EDUCBA
Master enterprise integration with TIBCO BusinessWorks through a practical, project-based grocery store case study. You’ll learn how to configure reusable shared resources, navigate TIBCO Designer panels, establish FTP and JDBC connections, and use FTP Put to transfer files reliably between demand…
EDUCBA
Learners will be able to prepare telecom customer data, apply feature engineering techniques, and build a structured dataset for churn prediction using R. By completing this course, learners gain practical skills in encoding categorical variables, scaling numerical features, selecting optimal model…
EDUCBA
Analyze and Visualize Supermarket Sales with Kibana is a hands-on course that teaches you how to transform supermarket sales data into meaningful business insights using Kibana. You will learn how to upload sales datasets, configure index patterns, and create interactive visualizations that help un…
EDUCBA
Learn how to build, evaluate, and compare regression models for count data using SAS in this hands-on course. You'll begin by exploring datasets to determine their suitability for Poisson regression, then construct models using PROC GENMOD with the log link function and interpret key outputs. As yo…
EDUCBA
Master the skills needed to analyze HR data and build interactive Excel dashboards that support smarter workforce decisions. Learn how to transform employee data into professional reports, visual insights, and strategic HR analytics using Microsoft Excel. This course provides a practical, hands-on…
EDUCBA
By completing this course, learners will be able to apply Bash shell scripting and AWK techniques to preprocess data, analyze real-world datasets, perform aggregations, and extract meaningful insights using command-line workflows. This course is designed for aspiring and practicing data analysts wh…
EDUCBA
Discover how to apply and evaluate unsupervised clustering techniques using Microsoft Excel in this hands-on course. Designed for learners with basic Excel knowledge, this course guides you through the complete clustering workflow—from preparing and structuring datasets to building, refining, and e…
EDUCBA
Learners will be able to design end-to-end analytical workflows, prepare and transform data, apply statistical and machine learning models, interpret results, and communicate actionable insights using SPSS Modeler. By the end of this course, learners will confidently build, execute, validate, and o…
EDUCBA
By the end of this course, learners will be able to analyze customer data, evaluate predictive features, build and optimize classification models, and assess model performance to accurately predict card purchase behavior using R. Learners will develop practical skills in logistic regression and dec…
EDUCBA
Master the fundamentals of CloverETL and build practical skills in ETL (Extract, Transform, Load) through a structured, hands-on learning experience. This course teaches you how to analyze data structures, design ETL workflows, construct metadata, and process JSON and XML data to create reliable da…
EDUCBA
By the end of this course, learners will be able to analyze business data, design interactive dashboards, apply advanced data transformations, and build analytical models using Power BI. Learners will gain the skills to interpret key performance indicators, manage data sensitivity, implement dynami…
EDUCBA
Learners will develop the ability to analyze business data, create interactive visualizations, design professional dashboards, and communicate insights effectively using Tableau. By the end of this course, learners will be able to connect and prepare data, apply advanced filtering and time-based an…
EDUCBA
By the end of this course, learners will be able to build structured SSRS reports, apply formatting and data organization techniques, design interactive parameter-driven reports, and implement advanced reporting features such as charts, linked reports, and subreports using SQL Server Reporting Serv…
EDUCBA
By the end of this course, learners will be able to analyze real marketing data, apply structured decision frameworks, build and interpret predictive models, and evaluate customer targeting strategies using analytics-driven insights. This course equips learners with practical marketing analytics sk…
EDUCBA
Master end-to-end ETL workflow development in Talend through practical, project-based learning. You’ll begin with Talend Studio fundamentals, including its interface, features, components, job creation, metadata management, schema consistency, and reusable Java-based routines. You’ll then apply the…
