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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
Learners will analyze data using R, apply core statistical techniques, build analytical models, and interpret insights through visualization and real-world use cases. By the end of this course, learners will be able to confidently use R programming to perform data analysis, statistical modeling, an…
EDUCBA
Master technical analysis using Fibonacci tools, candlestick patterns, and real trading strategies. Learn how to identify high-probability trading signals and make smarter market decisions. This course is designed to help you move from confusion to clarity in trading by combining price action, patt…
EDUCBA
By the end of this course, learners will be able to analyze transactional datasets, calculate and adjust support thresholds, generate and interpret association rules, clean real-world grocery data, and apply advanced algorithms such as Eclat to uncover meaningful purchasing patterns using R. This h…
EDUCBA
By the end of this course, learners will be able to analyze datasets using fundamental statistical concepts, interpret different types of data, create meaningful visualizations, and apply appropriate sampling techniques for data-driven decision-making. Statistics Essentials for Analytics – Beginner…
EDUCBA
Learn how to apply the Classification and Regression Tree (CART) algorithm to build predictive models for term deposit investment decisions. In this course, you will explore the complete predictive modeling workflow using real-world financial marketing scenarios, from understanding business objecti…
EDUCBA
By the end of this course, learners will be able to analyze structured datasets, prepare features for machine learning, build and evaluate neural network regression models, and apply regularization techniques to improve predictive performance. They will gain hands-on experience transforming raw car…
EDUCBA
Learn how to design, build, and evaluate Random Forest models in R for employee attrition prediction using a structured, hands-on workflow. This course introduces the fundamentals of classification and Random Forest algorithms before guiding you through data preparation, model construction, paramet…
EDUCBA
Transform raw business data into professional, interactive Excel dashboards that support better decision-making. In this hands-on course, you will learn how to structure datasets, apply advanced Excel formulas, use filtering techniques, create charts and pivot tables, automate workflows with macros…
EDUCBA
By completing this course, learners will understand Apache Cassandra architecture, apply keyspace and table design principles, and execute efficient data operations using Cassandra Query Language (CQL) and APIs. Learners will also analyze schema design choices to support scalable, high-availability…
EDUCBA
Learners will develop the ability to apply data analytics techniques using Python to explore, analyze, and interpret real-world datasets. By the end of the course, learners will be able to perform numerical computations with NumPy, manipulate and analyze structured data using Pandas, visualize data…
EDUCBA
Build practical enterprise integration skills with TIBCO BusinessWorks (BW) and TIBCO Rendezvous (RV) through a structured FTP-RV-JDBC case study connecting Company A and Company B. You will learn to set up a project, configure shared resources, use variables for dynamic file handling, and design F…
EDUCBA
Master Google Analytics, website traffic analysis, and data-driven marketing strategies to understand user behavior and improve digital performance. Learn how businesses use modern web analytics tools to measure engagement, track conversions, and optimize online marketing campaigns. This course pro…
EDUCBA
Matplotlib E-commerce Data Visualization with Python is an intermediate-level course that teaches you how to analyze e-commerce datasets and create meaningful visualizations using Python and Matplotlib. Through a practical case study, you will build the skills to set up your analysis environment, p…
EDUCBA
Learners will understand Power BI fundamentals, apply data connectivity techniques, build efficient data models, design interactive visualizations, and analyze data using DAX functions. By the end of this course, learners will be able to transform raw data into meaningful insights and communicate t…
EDUCBA
By completing this course, learners will be able to analyze big data concepts, evaluate analytics-driven financial transformations, apply industry tools, and assess ethical and regulatory considerations in modern financial environments. This course provides a comprehensive and practical understandi…
EDUCBA
Build practical skills in univariate time series analysis by learning how to apply and evaluate ARMA (AutoRegressive Moving Average) models using EViews. This course is designed for learners with foundational statistical knowledge who want to develop reliable time series models through hands-on ana…
EDUCBA
Master advanced Excel dashboard techniques to analyze business data, track KPIs, and create interactive reports that support smarter decision-making. Learn how to build professional dashboards using Pivot Tables, charts, automation tools, and advanced Excel features. This course provides a practica…
EDUCBA
Master Splunk administration and performance tuning for secure, scalable, and reliable enterprise deployments. You’ll learn to configure HTTP Event Collector (HEC) and metadata for agentless data inputs, preview and parse events, validate event boundaries, and apply timestamp and sourcetype classif…
EDUCBA
By the end of this course, learners will be able to analyze how multiple predictors influence a response variable, interpret regression outputs using Minitab, compare alternative regression models, and translate statistical findings into actionable business insights. Learners will develop the abili…
EDUCBA
By the end of this course, learners will be able to analyze real-world fatal accidental drug overdose data, apply structured data preparation and exploratory analysis techniques, engineer meaningful analytical features, and interpret trends to generate validated, data-driven insights using Tableau.…
