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Category Archives: Data Science Careers
Advancing Your AI Career
“AI Career Pathways” is designed to guide aspiring AI engineers in finding jobs and building a career. The table above shows Workera’s key findings about AI roles and the tasks they perform. You’ll find more insights like this in the … Continue reading
KDD 2020 Opens Call for Research and Applied Data Science Paper Submissions
ACM SIGKDD Invites Industry and Academic Experts to Submit Advancements in Data Mining, Knowledge Discovery and Machine Learning for 26th Annual Conference in San Diego Read more here
Posted in Data Science, Data Science Careers, Data Science education, Machine Learning
Tagged KDD
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Logistic Regression in R: A Classification Technique to Predict Credit Card Default
Logistic regression is one of the statistical techniques in machine learning used to form prediction models. It is one of the most popular classification algorithms mostly used for binary classification problems (problems with two class values; however, some variants may … Continue reading
Posted in Data Science, Data Science Careers, Data Science education
Tagged Data Science Dojo
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The $250K Median Salary of Data Scientists Managers is Why Google and Salesforce Invested $20B in Self-Service Data Science
Earlier this month, Salesforce announced the acquisition of data visualization and analytics leader Tableau for $15.7 billion and Google announced the acquisition of data discovery and analytics platform Looker for $2.6 billion. Both acquired companies will beef up the acquiring … Continue reading
Data Science Skills: Domain Expertise, Programming, Statistics
Source: Business Over Broadway Based on a study of 620+ data professionals, we found that data science skills fall into three broad areas: domain expertise (in our case, business), technology/programming and math/statistics.
Posted in Data Science, Data Science Careers, Data Science education, Uncategorized
Tagged BOB
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9 Categories of Data Scientists
DataViz: Those strong in statistics: they sometimes develop new statistical theories for big data, that even traditional statisticians are not aware of. They are expert in statistical modeling, experimental design, sampling, clustering, data reduction, confidence intervals, testing, modeling, predictive modeling … Continue reading
The Evolution of Data Scientists, 2006-2016
Gaurav Vohra, CEO & Co-founder Jigsaw Academy: Here are my predictions for 2021. Machine learning and deep learning will become much more popular. More data and better processing power will enable a lot more analysis of different data. Those who … Continue reading
Posted in Data Science Careers, Data Scientists
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A Career in Data Science: Bob Rogers, Chief Data Scientist, Intel
“Business leaders want ‘the answer,’” says Bob Rogers, Chief Data Scientist for Big Data Solutions at Intel. But data scientists must understand what “the answer” means in the specific business context and communicate the expected impact in the language … Continue reading
The New Data Scientist Venn Diagram
Stephan Kolassa on StackExchange: I still think that Hacking Skills, Math & Statistics Knowledge and Substantive Expertise (shortened to “Programming”, “Statistics” and “Business” for legibility) are important… but I think that the role of Communication is important, too. All the insights … Continue reading
Posted in Data Science Careers, Data Scientists
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