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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 apply advanced Dart programming concepts, implement asynchronous and concurrent execution models, design reusable libraries, and build a robust, form-based web application using industry-aligned best practices. This course provides an in-depth exp…
EDUCBA
Master Microsoft Excel shortcuts, formulas, functions, and reporting skills to work faster and smarter. Learn VLOOKUP, HLOOKUP, IF, SUMPRODUCT, PMT, text functions, date calculations, trend analysis, and business reporting. This course helps learners build practical Excel skills for professional en…
EDUCBA
Unlock the hidden dimension of stock trading with float analysis. Learn how price, volume, and tradable shares work together to reveal real market movements. This course teaches you how to identify smart money behavior, predict trend reversals, and execute high-probability trades using float turnov…
EDUCBA
Build practical machine learning and deep learning skills with TensorFlow through a structured path from data preparation to neural network development. You’ll begin by transforming raw data through feature encoding, custom preprocessing, and feature engineering, then apply linear regression techni…
EDUCBA
By the end of this course, learners will be able to analyze datasets, interpret statistical results, apply inferential methods, evaluate measurement systems, and monitor process performance using Minitab. Learners will develop the ability to select appropriate statistical tools, validate assumption…
EDUCBA
Master Splunk indexing and data management through practical configuration exercises and real-world administrative examples. You’ll learn how Splunk stores, manages, and retains indexed data, then configure indexes, optimize storage, verify data integrity, and implement retention policies that supp…
EDUCBA
By the end of this course, learners will be able to analyze marketing performance using data, apply key marketing metrics, evaluate customer behavior, and build data-driven strategies using R and Microsoft Excel. Learners will gain practical skills in interpreting marketing data, measuring campaign…
EDUCBA
By the end of this course, learners will be able to analyze, query, and manipulate data efficiently using PROC SQL within the SAS programming environment. Learners will develop the ability to structure datasets, apply filtering logic, manage variables, and combine data from multiple sources using S…
EDUCBA
Master Excel date and time functions to boost productivity and accuracy in real-world tasks. Learn how Excel handles dates, deadlines, and time calculations like a pro. This course is designed to help you understand and apply Excel’s powerful date and time functions in business scenarios. You’ll be…
EDUCBA
Master communication planning to design impactful strategies and drive real results. Learn how to align communication with goals, audiences, and outcomes effectively. This course equips you with the skills to create structured communication plans, select the right channels, and apply proven plannin…
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 analyze real-world datasets, prepare and transform features, and apply regression algorithms to predict numerical outcomes with confidence. By the end of this course, learners will be able to structure datasets for modeling, handle missing and inconsistent data, encode categorical var…
EDUCBA
Learners will analyze language and vision data, apply AI models, evaluate generative outputs, and implement scalable deployment strategies across real-world environments. This comprehensive course empowers learners to understand how NLP, Computer Vision, Robotics, and Generative AI work together to…
EDUCBA
Learners will analyze real-world datasets using Minitab, apply correlation and regression techniques, formulate and test statistical hypotheses, and interpret p-values and confidence intervals to make data-driven decisions. By the end of this course, learners will confidently evaluate statistical e…
EDUCBA
By the end of this course, learners will be able to navigate the SPSS graphical user interface with confidence, manage datasets efficiently, perform data preparation and statistical analysis tasks, create meaningful visualizations, and use built-in help and diagnostic tools to troubleshoot common i…
EDUCBA
Master the skills needed to build interactive Excel sales dashboards that transform raw business data into powerful visual insights. Learn how to create dynamic reports, analyze sales performance, and design professional dashboards using Excel and VBA. This course provides a practical, hands-on app…
EDUCBA
Master Power Pivot in Excel to analyze complex datasets, build data models, and create interactive dashboards for smarter business decisions. Learn how to transform raw data into dynamic reports and actionable insights using practical Excel BI techniques. This course gives you a clear and practical…
EDUCBA
By the end of this course, learners will be able to explain core deep learning concepts, analyze neural network architectures, apply activation and optimization techniques, and implement end-to-end deep learning models using TensorFlow and Keras. Learners will also be able to prepare datasets, iden…
EDUCBA
By the end of this course, learners will be able to apply advanced regression techniques, interpret outputs, diagnose model issues, and implement logistic regression for real-world business applications. They will also master statistical tools in Excel and Minitab, enabling them to perform t-tests,…
EDUCBA
Learners will analyze complex datasets, interpret advanced regression outputs, evaluate predictive models, and apply decision tree techniques using Minitab to solve real-world business problems. This course provides in-depth, hands-on training in advanced statistical modeling using Minitab, moving…
