DataAnalysis

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An AI Revolution in Finance: Opportunities and Challenges

The finance industry is beginning to embrace the power of AI to drive productivity and increase customer satisfaction. Toptal finance experts explain the options to innovate and the challenges to overcome.

13 minute readContinue Reading
Chris Holloway

Chris Holloway

Advantages of Google Sheets: Why It’s Time for Finance Pros to Switch From Excel

Work is more collaborative than ever, and finance pros need a spreadsheet program that can keep up. Google Sheets is ideal for the way we work today.

9 minute readContinue Reading
Stefan Thelin

Stefan Thelin

The Metrics Investors Want: Quantitative Forecasting for Early-stage Startups

It’s a catch-22 for young startups: How do you attract investors with compelling financial projections if you don’t have historical data? Here’s a three-part strategy for making the most of what you’ve got to seal the deal.

11 minute readContinue Reading
Sean Heberling

Sean Heberling

Better Digital Banking Through Data Analytics

Banks haven’t seen the savings expected from the transition to digital products and services. A leading consultant for some of the largest US banks shares his step-by-step plan for using smarter customer data analytics to slash costs and improve customer satisfaction.

12 minute readContinue Reading
Mohamed Zarrugh

Mohamed Zarrugh

The New Risk Management Playbook: Black Swans and the Rise of Scenario Analysis

Want a risk management strategy that fosters resilience and reveals new opportunities? Shift your focus from predicting events to preparing for impacts.

9 minute readContinue Reading
Michael J. McDonald

Michael J. McDonald

Modeling an Asset Class: Why Wall Street May Be in the Single-family Rental Market for Keeps

Wall Street has its eye on the single-family rental market. A convergence of rising home prices, changing rental preferences, and advancing technology is fueling the boom.

8 minute readContinue Reading
Hudson Cashdan

Hudson Cashdan

Business Analytics Tips: Harness Your Data to Improve Decision-making

Many organizations that think they’re data-driven are still in first gear. How do you go from simply collecting a lot of data to setting up a business analytics function that actually tells you how to tweak your model to improve profitability?

7 minute readContinue Reading
Natasha Ketabchi

Natasha Ketabchi

Robo-advisor Industry Portfolio Risk: Efficiency or Corner-cutting?

Robo-advisor investing uses algorithms (instead of humans) for portfolio selection and rebalancing. Its affordable ways have opened up wealth management options to the masses, but its means of quantifying risk need more sophistication and tailoring to individual circumstances.

8 minute readContinue Reading
Ishwinder Singh, CFA

Ishwinder Singh, CFA

A Century of Pandemics: Counting the Economic Costs

What are the real financial impacts of a pandemic like COVID-19? Using data from past pandemics and recent research, we estimate the current and projected costs.

9 minute readContinue Reading
Martin Schwarzburg

Martin Schwarzburg

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