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Articles by: Faithe Day

Faithe Day

Faithe J. Day is a writer, researcher, and educator with a BA in English and Digital Humanities and a PhD in Communication Studies. Over the past few years, she has been awarded research fellowships focused on data science, curation, and education, during which she developed projects that critique the role of information and technology within society and culture. Through a focus on the ethics of data collection and sharing, her writing explores the politics of platforms, the role of social media in society, and the future of algorithms and artificial intelligence.

A Beginner's Guide to Evaluating Machine Learning Models

Machine learning and automation are essential skills for data scientists in the Big Tech industry, streamlining processes like data cleaning, web scraping, and developing recommendation systems. Learning to develop, test and evaluate machine learning models, especially in Python, is crucial for beginners keen on breaking into the field.

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Why Every Data Scientist Should Know Apache Zeppelin

The Apache Software Foundation offers data scientists a range of open-source tools and libraries, including the newly added Apache Zeppelin. Like its rivals such as Jupyter Notebook, Zeppelin is web-based, compatible with multiple languages, and is designed to facilitate data ingestion, discovery, analytics, and visualization, but it also offers unique features that enhance collaboration and interactive engagement.

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Best Data Governance Tools for SQL Databases

Explore the growing field of data governance, a vital component of database management that ensures data integrity and regulates stakeholder interactions. Learn about the importance of data governance for data scientists, techniques to implement it and various tools such as Collibra, Alation Data Catalog, IBM Infosphere Information Governance Catalog, SAP Master Data Governance, and Talend Data Fabric that can be leveraged for effective data governance in SQL databases.

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Data Science Careers in Finance and Technology

Big data and technological advancements are transforming the finance industry, leading to a rise in opportunities for data scientists in financial technology. As the industry evolves, careers like cybersecurity analysts and application developers are in high demand, making it an ideal time for data scientists to venture into financial technology.

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The Data Scientist's Guide to Python for Cybersecurity

The growing demand for data scientists in the cybersecurity sector offers new opportunities for those proficient in programming languages like Python. As the data science industry expands, the need for more secure methods of accessing and transferring data is crucial, hence making cybersecurity a significant skill for data scientists amidst the surge in mobile applications and user-data collection.

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How Many Hours Do Data Scientists Work?

Navigating work-life balance as a Data Scientist can be challenging due to the demanding nature of the industry and the variance in workload depending on the role, company size, and other factors. This article explores the typical workload of data scientists in different roles such as freelance, full-time, and academic data scientists, and offers insights on how to maintain a healthy work-life balance in this dynamic field.

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Data Scientist Salary: How Much Money Do Data Scientists Earn

Explore the increasingly popular field of data science and the various roles within it, including their corresponding salaries and benefits. Discover the potential career paths, from Data Analyst to freelance Data Scientist, and delve into the earning potential for these positions, as well as the growth potential in this rapidly evolving industry.

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The Daily Life of a Data Scientist

Discover the daily life of a Data Scientist, from the granular duties and tasks they undertake, to the differences between salaried and freelance positions. Learn how workplace culture and experience level can shape a Data Scientist's daily schedule, and explore ways to gain real-world insights into the profession such as internships, informational interviews, or mentorships.

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Certificates and Certifications in Data Science

Discover the differences, benefits, and best choices for data science certificates and certifications. This comprehensive guide details the nuances between certificates and certifications, outlines their respective benefits, and introduces top professional programs and certifications suitable for both aspiring data scientists and seasoned professionals.

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