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Why Mathematics is Essential for Data Science and Machine Learning

insideBIGDATA

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, explores why mathematics is so integral to data science and machine learning, with a special focus on the areas most crucial for these disciplines, including the foundation needed to understand generative AI.

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Serve Machine Learning Models via REST APIs in Under 10 Minutes

KDnuggets

By Kanwal Mehreen , KDnuggets Technical Editor & Content Specialist on July 4, 2025 in Machine Learning Image by Author | Canva If you like building machine learning models and experimenting with new stuff, that’s really cool — but to be honest, it only becomes useful to others once you make it available to them.

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19 Free Data Science Courses by Harvard and IBM

Analytics Vidhya

Introduction Data science is a rapidly growing tech field that’s transforming business decision-making. These courses cover everything from basic programming to advanced machine learning. To break into this field, you need the right skills.

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Forget Streamlit: Create an Interactive Data Science Dashboard in Excel in Minutes

KDnuggets

By Shamima Sultana on June 19, 2025 in Data Science Image by Editor | Midjourney While Python-based tools like Streamlit are popular for creating data dashboards, Excel remains one of the most accessible and powerful platforms for building interactive data visualizations. Simplify complex formulas.

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10 GitHub Awesome Lists for Data Science

Flipboard

By Abid Ali Awan , KDnuggets Assistant Editor on July 1, 2025 in Data Science Image by Author | Canva Awesome lists are some of the most popular repositories on GitHub, often attracting thousands of stars from the community. In this article, we will review some of the most popular and impressive lists for data science.

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How I Automated My Machine Learning Workflow with Just 10 Lines of Python

Flipboard

The world’s leading publication for data science, AI, and ML professionals. Himanshu Sharma Jun 6, 2025 4 min read Share Image by Mahdis Mousavi via Unsplash Machine Learning is magical — until you’re stuck trying to decide which model to use for your dataset. Just plug in your data and let Python do the rest.

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Bridging the Gap: New Datasets Push Recommender Research Toward Real-World Scale

KDnuggets

Read the original article at Turing Post , the newsletter for over 90 000 professionals who are serious about AI and ML. By, Avi Chawla - highly passionate about approaching and explaining data science problems with intuition.