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R OR PYTHON - CONTESTING PROGRAMMING GIANTS TO BE THE BEST

Gain access to clear insights on the best suited programming language for your machine learning tasks among R and Python.<br><br>Explore the details now! https://bit.ly/44mKHI7

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R OR PYTHON - CONTESTING PROGRAMMING GIANTS TO BE THE BEST

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  1. OR CONTESTING PROGRAMMING GIANTS TO BE THE BEST © 2025. United States Data Science Institute. All Rights Reserved. WHAT CONSTITUTES THE HEART OF DATA SCIENCE? Data Programming Languages Statistics and Probability Machine Learning Visualizations © 2025. United States Data Science Institute. All Rights Reserved. You can skip a beat but you cannot afford to skip any of these components that form a smooth data management workflow. You wonder how? Keep reading! “ Real-time dashboards, AI-driven insights, and mobile-first designs power business decision-making & competitiveness- that are perfectly steered by exceptional data visualizations © 2025. United States Data Science Institute. All Rights Reserved. The next constituent is not a lacklustre at all! The battleground is set as a year can change a lot of things. Programming languages have shown a massive re-shuffle as well. Really? Let’s check out! MAY 2025 MAY 2024 PROGRAMMING LANGUAGE CHANGE RATINGS CHANGE 1 1 25.35% +9.02% Python 2 3 9.94% +0.41% C++ 9.71% -0.27% 3 2 C 4 4 9.31% +0.62% Java 5 5 4.22% -2.27% C# 6 6 3.68% +0.66% JavaScript 7 8 2.70% +1.10% Go 8 7 2.62% +0.61% Visual Basic Delphi/ Object Pascal 2.29% +1.05% 9 11 10 9 1.90% +0.45% SQL 1.78% +0.53% 11 10 Fortran 1.46% +0.71% 12 24 R Source: TIOBE.com Python May 2025. Following suite; #1 25.35% being the top-ranked sits at and amasses share in #12 R, its sibling counterpart ranks at showcasing a positive upside trend. “Learning to code is useful no matter what your career ambitions are” - Arianna Huffington, Founder, The Huffington Post R vs PYTHON PARAMETERS A general-purpose language with powerful potentials in data science, machine learning, and beyond Designed specifically for statistical analysis and data visualization PURPOSE Steeper learning curve, for those without the statistical background Simpler syntax, more beginner-friendly and readable EASE OF LEARNINGS Rich ecosystem with Pandas, NumPy, Scikitlearn, TensorFlow, and matplotlib Best known for ggplot2, shiny, and caret LIBRARIES AND TOOLS Good visualization tools but slightly less sophisticated for statistical graphics Excellent for complex, publication-quality visualizations DATA VISUALIZATION Larger global community with broader applications in web, automation, and AI Strong support in academia and research communities COMMUNITY SUPPORT Preferred in academia, healthcare, and areas requiring deep statistical analysis Widely used in tech, finance, and large-scale production systems INDUSTRIAL USE © 2025. United States Data Science Institute. All Rights Reserved. “ The demand for Programming Languages will be driven by Artificial Intelligence, Cloud Computing, Cybersecurity, Blockchain, & Software Automation in 2025 Pick The Right One To Steer Growth With Top Programming Language Expertise Get Noticed with US DSI® Certifications © 2025. United States Data Science Institute. All Rights Reserved.

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