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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
Build practical skills in predictive modeling by working through the complete model development lifecycle using a real-world banking use case. In this course, you will define a business problem, explore and interpret data through Exploratory Data Analysis (EDA), and prepare datasets using data impu…
EDUCBA
Master Excel VBA and Macros by building a real-world Medical Case Paper Management System from scratch. Learn how to automate patient records, doctor details, diagnosis tracking, and printable case paper generation using Excel VBA and Access Database integration. This hands-on project-based course…
EDUCBA
Master Excel VBA UI development by building powerful applications using TreeView and ListView controls. Learn how to transform static spreadsheets into dynamic, user-friendly tools. This course teaches you how to design structured interfaces, manage hierarchical and tabular data, and handle user in…
EDUCBA
Learners will develop the ability to explore, visualize, and interpret data using R, ggplot2, and linear analysis techniques to generate meaningful insights. By the end of this course, learners will confidently apply exploratory data analysis (EDA) methods to understand data structure, identify pat…
EDUCBA
Build practical skills in Hadoop, HDFS, Hive, Pig, MapReduce, and Sqoop by completing four real-world Big Data projects. You’ll analyze customer complaints, health surveys, traffic violations, and loan datasets while learning how to import, organize, transform, process, and export large-scale data.…
EDUCBA
By the end of this course, learners will be able to explain fundamental machine learning concepts, identify practical applications, configure Python development environments, and perform numerical operations with NumPy. Learners will understand how machine learning differs from traditional programm…
EDUCBA
Master Excel VBA automation for project scheduling, tracking, and reporting with real-world project management workflows. Learn how to build dynamic Gantt charts, project dashboards, and schedule performance tools using Excel VBA and Microsoft Access. This hands-on course teaches learners how to cr…
EDUCBA
Master the complete workflow of house price prediction with linear regression in Python through a practical, project-based learning experience. In this course, you will learn how to prepare housing datasets, apply data preprocessing and transformation techniques, engineer meaningful features, perfo…
EDUCBA
By the end of this course, learners will be able to apply intermediate Cassandra data operations, optimize write performance, implement indexing strategies, and evaluate trade-offs in distributed data design. Cassandra Training – Intermediate Level is designed for developers and data engineers who…
EDUCBA
By the end of this course, learners will be able to design, build, and deploy interactive R Shiny web applications to analyze and visualize data for real-world NGO use cases. Learners will gain hands-on experience creating responsive dashboards, implementing reactive programming, customizing visual…
EDUCBA
Master Apache Pig and learn to analyze, transform, and optimize large-scale datasets using Pig Latin. You’ll begin by exploring Apache Pig’s role in the Hadoop ecosystem, comparing it with Hive, and working with Local and MapReduce execution modes, Pig data types, and essential commands such as LOA…
EDUCBA
By the end of this course, learners will be able to analyze data using R, apply statistical methods, build predictive models, and interpret analytical results for real-world decision-making. Learners will gain hands-on experience with R programming fundamentals, data manipulation, visualization tec…
EDUCBA
Learners will analyze real-world financial and equity market datasets, apply simple and multiple regression techniques in SPSS, interpret statistical outputs, and evaluate model validity using visual diagnostics. By the end of this course, learners will be able to translate regression results into…
EDUCBA
Build practical Big Data analytics skills by analyzing real-world YouTube metadata with Hadoop, MapReduce, Apache Pig, and Apache Hive. You’ll begin by preparing and structuring raw YouTube datasets, exploring Big Data fundamentals, and applying MapReduce jobs to identify patterns and high-rated vi…
EDUCBA
Learners will index diverse content types, apply OCR processing, configure multilingual search, integrate Java applications, and implement advanced faceted search using Apache Solr. This course equips learners with the practical skills to build fast, scalable, and intelligent search solutions for r…
EDUCBA
Learners will build foundational skills to design, develop, and deploy interactive data visualization applications using R Shiny. By completing this course, learners will be able to explain the core architecture of Shiny applications, construct user interfaces with inputs and layout elements, and i…
EDUCBA
Master Neuro-Linguistic Programming (NLP) techniques to improve communication, persuasion, leadership, and emotional intelligence. Learn practical NLP strategies used in sales, management, coaching, and personal development. This comprehensive NLP course helps learners understand how language, beha…
EDUCBA
Build practical business intelligence skills with QlikView through a structured journey from installation and data loading to interactive dashboards and secure data models. You’ll learn to navigate the QlikView interface, organize sheets and objects, and use load scripting to connect Excel, text, X…
EDUCBA
By the end of this course, learners will be able to analyze datasets using advanced descriptive statistics, interpret correlations and scatter plots, generate and evaluate statistical estimates, and prepare data accurately for reliable analysis in Minitab. Advanced Minitab Training is designed for…
EDUCBA
Build practical Oracle DBA skills to design, secure, protect, and recover enterprise databases. You’ll begin by creating and organizing schema objects, tables, data types, constraints, partitions, indexes, and synonyms to support data integrity, accessibility, and performance. You’ll then configure…
