Articles by Daliana
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Use 3 Questions to Figure Out Your Data Science Career Path
Use 3 Questions to Figure Out Your Data Science Career Path
By Daliana Liu
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What Your Favorite Business Metrics Won’t Tell You About Your Customers
What Your Favorite Business Metrics Won’t Tell You About Your Customers
By Daliana Liu
Contributions
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How can web scraping extract data from sites with CAPTCHAs?
Companies also use CAPTCHAs to crowd source data labeling effort. For example, when a company want to train classification models but don't have images labeled, they can analyze the majority votes for an image, i.e. whether an object is a bike or truck. Instead of paying for data labeling services, this is a smart way to have image data labeled for free on a large scale.
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What are the best ways to check statistical test assumptions?
Sometimes it's hard to test your assumptions if the distribution of the dataset doesn't follow the common distributions. You can also check the data using historical data collected in your company and use it as a baseline. In my experience, data can look different than text book examples and it's also important to ask the business team to help interpret the data to see whether it makes sense from a product or marketing perspective.
Activity
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The best time to prepare for interviews is when you don't have to. 👇🏼 Join me and Nick Singh this Friday for a live session on resume mistakes for…
The best time to prepare for interviews is when you don't have to. 👇🏼 Join me and Nick Singh this Friday for a live session on resume mistakes for…
Shared by Daliana Liu
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Not too long ago, the largest Machine Learning models most people would deal with merely reached a few GB in memory size. Now, every new generative…
Not too long ago, the largest Machine Learning models most people would deal with merely reached a few GB in memory size. Now, every new generative…
Liked by Daliana Liu
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Another great episode from Jon Krohn featuring Daliana Liu. The show is packed with career tips, insights, and contemporary discussions on Data…
Another great episode from Jon Krohn featuring Daliana Liu. The show is packed with career tips, insights, and contemporary discussions on Data…
Liked by Daliana Liu
Experience & Education
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Recently, I helped a senior data scientist revise her resume. It was over one page long, and all her skill sets were listed from her first…
Recently, I helped a senior data scientist revise her resume. It was over one page long, and all her skill sets were listed from her first…
Shared by Daliana Liu
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