// 71 courses indexed
The course directory
Every course we track across 10+ providers, in one searchable index. Want a shortlist picked for your goals? Run a free skill gap analysis.
Data Management for Analytics Part 1
This course will offer you an opportunity to learn the fundamental concepts and emerging technologies in database design and modeling and database systems. It presents a balanced theory-practice focus and covers entity relationship model and UML model, relational model, and relational databases. By the end of this part 1 course on data analytics, you will have a foundational understanding of the theory and applications of database management to support data analytics, data mining, machine learning, and artificial intelligence.
All levels
Using Custom Fields in Looker Explores
This is a Google Cloud Self-Paced Lab. In this lab, you will learn how to utilize custom fields in Looker Explores queries. Looker provides the ability for non-developer users to create and utilize ad hoc fields for richer data analysis. This is done by creating custom measures, custom dimensions, table calculations and using custom groupings to narrow down data to match specific conditions. Using ad hoc fields gives non-developers the ability to create new fields, as opposed to regular fields, which require that you have development permissions and understand LookML allowing them to have mo
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Apply Data Analytics with Minitab for Business Decisions
By the end of this course, learners will be able to apply statistical data analytics techniques using Minitab and Excel, interpret business data through descriptive and inferential methods, evaluate relationships using correlation and ANOVA, and support data-driven business decisions through real-world case studies. This course provides a practical, industry-focused introduction to data analytics using Minitab, designed for learners who want to move beyond theory and develop job-ready analytical skills. Learners will explore core statistical concepts such as descriptive statistics, hypothesis
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How to use Custom and Conditional Formatting in Excel
By the end of this project, you will learn how to use conditional and custom formatting in an Excel Spreadsheet by using a free version of Microsoft Office Excel. Excel is a spreadsheet that is similar in layout as accounting spreadsheets. It consists of individual cells that can be used to build functions, formulas, tables, and graphs that easily organize and analyze large amounts of information and data. Conditional formatting is a convenient tool for data analysis and visual representation of results. Knowing how to use this tool will save you a lot of time and effort. A fleet glance at
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Statistics Foundations
This course takes a deep dive into the statistical foundation upon which data analytics is built. The first part of this course will help you to thoroughly understand your dataset and what the data actually means. Then, it will go into sampling including how to ask specific questions about your data and how to conduct analysis to answer those questions. Many of the mistakes made by data analysts today are due to a lack of understanding the concepts behind the tests they run, leading to incorrect tests or misinterpreting the results. This course is tailored to provide you with the necessary ba
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Gemini and Vertex AI: Building Intelligent Applications
This course introduces the essentials of Gemini AI and Vertex AI, blending architectural insights with hands-on coding, multimodal development, and intelligent agent creation. Designed to give you both theoretical foundations and practical experience, it explores how Google’s most advanced AI systems are transforming software development, data analysis, and real-world applications. Through guided lessons and demonstrations, you’ll learn to work with Gemini’s multimodal architecture, leverage APIs for text and vision, build smarter apps with AI-driven code generation, and design intelligent ag
All levels
Healthcare Data Models
Career prospects are bright for those qualified to work in healthcare data analytics. Perhaps you work in data analytics, but are considering a move into healthcare where your work can improve people’s quality of life. If so, this course gives you a glimpse into why this work matters, what you’d be doing in this role, and what takes place on the Path to Value where data is gathered from patients at the point of care, moves into data warehouses to be prepared for analysis, then moves along the data pipeline to be transformed into valuable insights that can save lives, reduce costs, to improve h
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Microsoft Copilot for Power BI: AI-Powered Report Insights
Did you know that Metro Bank improved its financial reporting efficiency by 80% using Power BI or that FedEx optimized its logistics operations through data-driven decision-making? Businesses worldwide are leveraging the power of data to drive smarter decisions and gain a competitive edge—now it's your turn! Unlock the power of data with our comprehensive Power BI course, designed to transform you into a business intelligence expert! Dive deep into the world of data analysis and visualization, where you'll master how to connect to multiple data sources, clean and model data, and craft dynami
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Data Analysis with Pivot Tables: Build & Automate
Master Data Analysis with Pivot Tables: Build, Analyze & Automate teaches you how to transform raw Excel data into meaningful insights using pivot tables, pivot charts, advanced calculations, and automation. Through a structured, step-by-step learning experience, you'll progress from understanding the fundamentals of pivot tables to applying advanced analytical features that improve reporting and decision-making. You will learn how to build and format pivot tables, sort and filter data, group numeric and date fields, and use advanced features such as Show Details, grand total settings, and Sh
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Data Modeling and Architecture
Data Modeling and Architecture is designed to provide you with the foundational skills required to create and manage data models in Microsoft Power BI. Throughout this course, you'll explore the intricacies of data relationships, schemas, and the use of Data Analysis Expressions (DAX) to enhance your data models. You'll also explore essential topics like data privacy and security, ensuring that your data models are both effective and compliant with ethical standards. This course is hands-on, offering practical experience in configuring data structures and applying advanced techniques to optimi
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Excel Pivot Tables & Analysis
A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Master the power of Excel Pivot Tables to transform raw business data into meaningful insights and actionable reports. This course helps you build practical data analysis skills through hands-on lessons covering Pivot Table creation, filtering, grouping, sorting, calculations, and advanced visualization techniques. The course begins with foundational Pivot Table concepts, helping you create your first repo
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Dive Deeper into Data-Driven Decisions with Power BI
Unlock the power of data with Microsoft Power BI—one of the most in-demand business intelligence tools used by companies worldwide. This hands-on course empowers learners to transform raw data into actionable insights and compelling visual stories. With over 5 million users globally, Power BI is a top choice for data professionals, analysts, and business leaders. Learning Power BI can boost your career in data analytics, business intelligence, and decision-making roles. Career Impact - Power BI skills are listed in over 50,000 job postings globally. Professionals with Power BI expertise earn
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Data Analysis and Visualization
By the end of this course, learners are provided a high-level overview of data analysis and visualization tools, and are prepared to discuss best practices and develop an ensuing action plan that addresses key discoveries. It begins with common hurdles that obstruct adoption of a data-driven culture before introducing data analysis tools (R software, Minitab, MATLAB, and Python). Deeper examination is spent on statistical process control (SPC), which is a method for studying variation over time. The course also addresses do’s and don’ts of presenting data visually, visualization software (Tabl
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Data Analysis Using Hadoop Tools
The course "Data Analysis Using Hadoop Tools" provides a thorough and hands-on introduction to key tools within the Hadoop ecosystem, such as Hive, Pig, HBase, and Apache Spark, for data processing, management, and analysis. Learners will gain practical experience with Hive's SQL-like interface for complex data querying, Pig Latin scripting for data transformation, and HBase's NoSQL capabilities for efficient big data management. The course also covers Apache Spark's powerful in-memory computation capabilities for high-performance data processing tasks. By the end, participants will be equippe
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Develop Presentations and Slideshows
In this course, you’ll discover how to give an effective presentation about your data analysis. The course will teach you how to construct insightful presentations that resonate with your audience. You'll learn to anticipate and address potential questions and to articulate the limitations of your data, ensuring a robust and credible narrative for your stakeholders. By the end of this course, you will be able to: - Describe best practices for addressing the question-and-answer section of a presentation - Consider the caveats and limitations associated with the data in a presentation - Differe
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Advanced Google Analytics - A Practical Guide
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Unlock the full power of Google Analytics with this comprehensive, hands-on course designed to elevate your data analysis skills. You’ll learn how to interpret complex metrics, set up Google Analytics 4, and customize your reports for actionable insights that drive business growth. Whether you are tracking user behavior or optimizing marketing campaigns, this course equ
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Introduction to Spreadsheets and Models
The simple spreadsheet is one of the most powerful data analysis tools that exists, and it’s available to almost anyone. Major corporations and small businesses alike use spreadsheet models to determine where key measures of their success are now, and where they are likely to be in the future. But in order to get the most out of a spreadsheet, you have the know-how to use it. This course is designed to give you an introduction to basic spreadsheet tools and formulas so that you can begin harness the power of spreadsheets to map the data you have now and to predict the data you may have in the
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Accounting Workflow Automation with Excel and AI
Transform accounting operations through intelligent automation and advanced data analysis. You'll implement AI-powered tools for invoice processing, create sophisticated spreadsheet systems for financial analysis, and optimize accounting workflows to boost efficiency and accuracy. This hands-on course combines cutting-edge AI technology with practical accounting skills. You'll configure OCR systems to automate data entry, build advanced Excel templates with validation rules, and conduct ROI analyses to measure automation benefits. Through real-world scenarios, you'll develop the technical and
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Data Visualization with ChatGPT: Python for Dashboarding
In this 1-hour long project-based course, you will explore the integration of ChatGPT-generated code into interactive Streamlit applications for data analysis and visualization. We will achieve this by working on a hands-on project where you'll use ChatGPT to analyze and interpret data, develop visualization through Python libraries, and incorporate this into a Streamlit app to create a dynamic, user-friendly dashboard. ChatGPT and Streamlit represent a powerful combination for developing data-driven applications. ChatGPT, with its advanced language understanding and code generation capabilit
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Creating Custom Apps in MATLAB
Bring your data to life with interactive apps that make data exploration faster, clearer, and more impactful. In this course, you’ll use your MATLAB skills to build professional, user-friendly apps that make data analysis more engaging and accessible - no prior app design experience required. Through hands-on projects, you’ll design a complete app from the ground up: arranging visual components, adding interactive controls and plots, and writing code that automatically updates as users explore results. Along the way, you’ll learn how to create interfaces that help others gain insights withou
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Mastering Categorical Data Analysis with SAS
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-world analytical scenarios. Through hands-on demonstrations, learners gain practical experience generating frequency tables, interpreting crosstabulations, computing Fisher’s Exact p-values, and applying ordinal association techniques. The course then advances into logistic regression, where learner
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Data Analysis and Business Applications
Unlock powerful data analysis capabilities and apply Microsoft 365 Copilot to high-impact business deliverables. You’ll learn to use natural-language commands to analyze data in Excel, automate repetitive tasks, and surface deeper insights with specialized analyst workflows. Build practical confidence in using AI to explore datasets, identify patterns, and translate raw information into business-ready outputs. Through hands-on practice, you’ll direct Copilot to perform analytical tasks, generate summaries, and support decision-making. You'll apply these capabilities to practical scenarios—inc
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Introduction to Applied Machine Learning
This course is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this course will introduce you to problem definition and data preparation in a machine learning project. By the end of the course, you will be able to clearly define a machine learning problem using two approaches. You will learn to survey available data resources and identify potential ML applications. You will learn to take a business need and turn it into a machine learning app
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ThoughtSpot-Based BI Analytics
In this course, you’ll gain the skills to turn complex data into actionable insights with ThoughtSpot’s intuitive analytics platform. Imagine navigating through a business meeting where the future strategies hinge on last quarter's data analysis. This course will empower you to bypass the limitations of traditional dashboards and get the critical insights you need instantly. Using interactive dashboards, AI-powered analytics, and real-world scenarios, you’ll gain the confidence to make data-driven decisions and elevate business performance. This course is ideal for Data Analysts, BI Professio
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