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In Your Senior Year of College? Here’s When You Should Begin Applying for Jobs

After three years of exams, projects, and sleepless nights, entering your senior year at college can feel bittersweet. On the one hand you’re well on your way to earning your degree but on the other it’s a tough year that you have ahead and you’ll probably miss certain aspects of college life after you graduate. …

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How to Get a Job Using Data Science

Many companies struggle with tech recruitment and we know it’s becoming an issue for you to find the perfect job. In fact, research from the Manpower Group shows that companies around the world find tech positions are the second-most difficult roles to fill. This is problematic and it means that talent shortages are now at …

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Char2vec – Character embeddings for word similarity

Most of my applied data science work is in text heavy domains where the objects are small, there isn’t a clear “vocabulary”, and most of the tasks focus on similarity. My go to tool is almost always cosine similarity, although other metrics such as Levenshtein or character n-grams also feature heavily. The reason these tools are …

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