Technology & Data

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Ace Your Data Engineering Interview (2025 Guide)

Below, we discuss how to prepare for and ace data engineering interviews.

🧠

About this guide:

Written by Thang Tran, a senior data engineer (ex-Amazon, Meta, and Apple) and Exponent interview coach.

Reviewed by Deeptaanshu Kumar, a VP of data …

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Underclassman Students: Register for Vanguard’s Technology EXPLORE Day by Next Thursday 6/19!

Vanguard’s Virtual Technology Development 2025 EXPLORE Day

Thursday, July 10th | 1:00-4:30 pm ET

This event is targeted for first- and second-year students of all majors.

At this virtual event, you will have the opportunity to:

Learn more and register here!

NOTE: The …

By Vanessa Schmidt
Vanessa Schmidt
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Upcoming Deadline of 4/16: Opportunity to Express Interest in Pfizer’s 2025 Digital Hackathon!

We are excited to present an opportunity to partner with Pfizer and are looking for members with an interest in technology and/or life sciences as well as studying fields such as computer science, life sciences, engineering and other related fields.

…

By Jeanette Paulsen
Jeanette Paulsen
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Industry Resources and 101 Guides

Leadership Development and Rotational Programs In Technology & Data

What is a Leadership Development / Rotational Program? 

They are programs that allow entry-level employees to gain experience at the …

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Featured Employers

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Career Readiness Resources



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Skill Building Courses

A Day In The Life of a Data Scientist (2020)

Taught by Madecraft
The best way to understand what it’s actually like to work as a data scientist is to spend the day…

Artificial Intelligence Foundations: Thinking Machines

Taught by Doug Rose
Computer-enhanced artificial intelligence (AI) has been around since the 1950s, but recent hardware innovations have reinvigorated the field. New sensors…

Excel Essential Training (Microsoft 365)

Taught by Leila Gharani
Join expert Excel instructor and Microsoft MVP Leila Gharani for a comprehensive, hands-on journey through the essential features of Microsoft…

SharePoint Advanced: Working with PowerPivot

Taught by Phil Gold
PowerPivot can be connected to Excel to add advanced data functionality inside of SharePoint. In this course, learn how to…

Excel: Creating Business Budgets

Taught by Joshua Rischin
A sound business budget can help you effectively manage resources as your organization changes and grows. Microsoft Excel is uniquely…

Excel 2016: Managing and Analyzing Data

Taught by Dennis Taylor
Large amounts of data can become unmanageable fast. But with the data management and analysis features in Excel 2016, you…

DALL-E: the Creative Process and the Art of Prompting

Taught by Chad Nelson
Are you ready to unlock your imagination with the creative possibilities of DALL-E? The latest release from OpenAI, DALL-E 2,…

Machine Learning with Logistic Regression in Excel, R, and Power BI

Taught by Helen Wall
View Helen’s LinkedIn Newsletter Excel, R, and Power BI are applications universally used in data science and across businesses and…

LinkedIn AI Academy AI-100: 3 Scaling AI at LinkedIn

Taught by Sakshi Jain
AI is one of the most important but least understood fields in the world. It’s changing the way we think…

Excel for Marketers (2023)

Taught by Michael Taylor
Excel is a powerful tool for analyzing marketing data and trends. But it’s easy to be scared off by its…

Machine Learning with Data Reduction in Excel, R, and Power BI

Taught by Helen Wall
Analytics is a big part of how the world does data science. But did you know that you can use…

Time Series Modeling in Excel, R, and Power BI

Taught by Helen Wall
The use of time series models has become a central topic in today’s data science world. In this course, instructor…

JavaScript and AJAX: Integration Techniques

Taught by Ray Villalobos
The ability to read data and communicate information asynchronously is fundamental to modern web applications. In this course, author Ray…

Excel: Financial Functions in Depth (2022)

Taught by Danielle Stein Fairhurst
Analyzing financial data can seem intimidating, but Microsoft Excel has a wide range of functions to perform these calculations quickly…

Excel: Economic Analysis and Data Analytics

Taught by Michael McDonald
Economics affects us all each day—from issues like inflation to the health of the economy and risk of a recession.…

Excel for Accounting

Taught by Madecraft
Excel is one of the most important skills for an accountant to have, but it can be tough if you’re…

Excel for Banking Professionals

Taught by Michael McDonald
Across the world of banking and finance, Excel is simply indispensable. This critical tool serves as a blank canvas for…

Excel for Investment Professionals

Taught by Michael McDonald
Do you manage a portfolio of stocks or securities? Microsoft Excel offers professionals in the investment industry with a bevy…

Excel for Accountants

Taught by Michael McDonald
Become a better accountant, bookkeeper, or financial analyst with Microsoft Excel. Excel can be used for profit-and-loss (P&L) reporting, forecasting…

Excel: Management Accounting

Taught by Michael McDonald
Management accountants help executives make smarter, more informed business decisions. By providing advice and frequent, detailed internal updates, they help…
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CAREER VIDEOS

A Day In The Life of a Data Scientist (2020)

Taught by Madecraft
The best way to understand what it’s actually like to work as a data scientist is to spend the day…

Artificial Intelligence Foundations: Thinking Machines

Taught by Doug Rose
Computer-enhanced artificial intelligence (AI) has been around since the 1950s, but recent hardware innovations have reinvigorated the field. New sensors…

Excel Essential Training (Microsoft 365)

Taught by Leila Gharani
Join expert Excel instructor and Microsoft MVP Leila Gharani for a comprehensive, hands-on journey through the essential features of Microsoft…

SharePoint Advanced: Working with PowerPivot

Taught by Phil Gold
PowerPivot can be connected to Excel to add advanced data functionality inside of SharePoint. In this course, learn how to…

Excel: Creating Business Budgets

Taught by Joshua Rischin
A sound business budget can help you effectively manage resources as your organization changes and grows. Microsoft Excel is uniquely…

Excel 2016: Managing and Analyzing Data

Taught by Dennis Taylor
Large amounts of data can become unmanageable fast. But with the data management and analysis features in Excel 2016, you…

DALL-E: the Creative Process and the Art of Prompting

Taught by Chad Nelson
Are you ready to unlock your imagination with the creative possibilities of DALL-E? The latest release from OpenAI, DALL-E 2,…

Machine Learning with Logistic Regression in Excel, R, and Power BI

Taught by Helen Wall
View Helen’s LinkedIn Newsletter Excel, R, and Power BI are applications universally used in data science and across businesses and…

LinkedIn AI Academy AI-100: 3 Scaling AI at LinkedIn

Taught by Sakshi Jain
AI is one of the most important but least understood fields in the world. It’s changing the way we think…

Excel for Marketers (2023)

Taught by Michael Taylor
Excel is a powerful tool for analyzing marketing data and trends. But it’s easy to be scared off by its…

Machine Learning with Data Reduction in Excel, R, and Power BI

Taught by Helen Wall
Analytics is a big part of how the world does data science. But did you know that you can use…

Time Series Modeling in Excel, R, and Power BI

Taught by Helen Wall
The use of time series models has become a central topic in today’s data science world. In this course, instructor…

JavaScript and AJAX: Integration Techniques

Taught by Ray Villalobos
The ability to read data and communicate information asynchronously is fundamental to modern web applications. In this course, author Ray…

Excel: Financial Functions in Depth (2022)

Taught by Danielle Stein Fairhurst
Analyzing financial data can seem intimidating, but Microsoft Excel has a wide range of functions to perform these calculations quickly…

Excel: Economic Analysis and Data Analytics

Taught by Michael McDonald
Economics affects us all each day—from issues like inflation to the health of the economy and risk of a recession.…

Excel for Accounting

Taught by Madecraft
Excel is one of the most important skills for an accountant to have, but it can be tough if you’re…

Excel for Banking Professionals

Taught by Michael McDonald
Across the world of banking and finance, Excel is simply indispensable. This critical tool serves as a blank canvas for…

Excel for Investment Professionals

Taught by Michael McDonald
Do you manage a portfolio of stocks or securities? Microsoft Excel offers professionals in the investment industry with a bevy…

Excel for Accountants

Taught by Michael McDonald
Become a better accountant, bookkeeper, or financial analyst with Microsoft Excel. Excel can be used for profit-and-loss (P&L) reporting, forecasting…

Excel: Management Accounting

Taught by Michael McDonald
Management accountants help executives make smarter, more informed business decisions. By providing advice and frequent, detailed internal updates, they help…
View All Classes

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