Is it worth learning R in 2025?

Yes, learning R in 2025 is still valuable, especially for statistics, research, and specialized analytics in fields like finance, healthcare, and academia, though Python dominates general industry data science due to its versatility; R offers deep statistical power, superior data visualization, and robust libraries for complex analysis, making it a strong niche skill, but learning Python alongside it is often recommended for broader career opportunities.
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Is R worth learning in 2025?

✅ TL;DR — Why Learn R in 2025? R was literally made for statisticians. It shines when it comes to complex data analysis, statistical modeling, and exploring datasets in-depth. With packages like ggplot2, plotly, and shiny, R makes it super easy to create beautiful, informative, and interactive visualizations.
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What coding language should I learn in 2025?

For 2025, top programming languages to learn include Python (AI, Data Science), JavaScript/TypeScript (Web Dev), Java (Enterprise), C# (Games/Microsoft), Go (Cloud), Rust (Systems/Safety), Kotlin (Android), and Swift (iOS), with SQL essential for data. Choose based on your career goals: web, mobile, data, or systems, but Python and JavaScript offer broad entry points. 
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Will R be replaced by AI?

Answer: No, AI will not replace R developers. Their expertise is critical for designing complex statistical models and custom data analysis workflows.
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Will coding still be relevant in 2025?

I've also reviewed over a million code submissions. I've seen career-switchers evolve from fixing their first bug to landing their first paycheck. And the data is clear: learning to code in 2025 is still one of the most valuable things you can do, if you learn the right way.
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R vs Python | Which should you learn in 2025?

Why do 90% of people quit learning programming?

People expect just to take a course or watch programming videos and learn automatically. Without motivation and context, this passive learning style is the main reason many people quit early. Most people learn programming because of the great salaries. However, to master it, you need interest, passion, and a context.
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What engineers make $500,000 a year?

Engineers earning $500k+ are typically Senior/Staff Software Engineers, AI/ML specialists, or top-tier experts in high-demand fields like Petroleum, Nuclear, or Specialized Chemical/Electrical Engineering, working at major tech companies (FAANG/Big Tech), elite hedge funds, or successful startups with significant stock/equity, focusing on critical architecture, complex systems, or high-impact R&D, not just coding. 
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Does R have a future?

R's future likely lies in coexistence with Python, where data scientists leverage the strengths of both languages. Hybrid approaches, where R is used for specific statistical tasks and Python for other data processing and deployment needs, are becoming more common.
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Which 3 jobs will survive AI?

While specific predictions vary, jobs involving high-level creativity, complex human interaction, strategic decision-making, and AI development itself, such as AI Engineers/Developers, Healthcare Professionals (like Nurse Practitioners), and Energy Sector Experts, are often cited as resilient to AI automation because they require nuanced human skills. Bill Gates specifically highlighted coding, biology, and energy as key areas where human expertise remains indispensable for now. 
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What country is #1 in AI?

That leadership continues today. The USA is currently the No. 1 country in AI, thanks to foundation model breakthroughs, semiconductor dominance, enterprise AI maturity, and global research leadership.
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Was Elon Musk a coder?

Yes, Elon Musk was a self-taught programmer who started at age 10, learning BASIC and creating his first video game, Blastar, at 12, selling the code for $500; this fundamental understanding of software has been a thread through his career, enabling his ventures like Zip2, PayPal, and shaping Tesla and SpaceX.
 
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What is the hardest language to learn in 2025?

According to different reports, Mandarin Chinese, with 1.4 billion native speakers, is the most difficult language in the world. This language is the hardest language in the world to learn for English speakers because of its tonal pronunciations, unique idioms, and lack of similar words to English.
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What is the 80 20 rule in programming?

The 80/20 rule, or Pareto Principle, in programming states that 80% of results come from 20% of efforts, meaning you should focus on high-impact areas: 80% of user activity uses 20% of features; 80% of bugs stem from 20% of code; 80% of value comes from 20% of the effort. It helps prioritize features, optimize learning by focusing on core concepts, and avoid getting stuck on minor details, leading to faster development and more useful applications by tackling the vital few tasks first. 
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Is R harder than Excel?

Learning R is significantly harder than learning Excel. Still, it is orders of magnitude easier than learning any other programming language. This is clearly visible from the number of people with different backgrounds using R.
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Can I learn R in 3 months?

Take an online course

For example, the Data Analysis with R Programming by Google is a great beginner course to learn fundamentals in one to three months, or you can take the more extensive Data Science: Foundations using R Specialization from Johns Hopkins for a three to six-month learning option.
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Which language is most demanding in 2025?

Top 14 programming languages for 2025
  • 1 Python.
  • 2 JavaScript.
  • 3 Java.
  • 4 C#
  • 5 C++
  • 6 Go.
  • 7 Rust.
  • 8 TypeScript.
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What job pays $400,000 a year without a degree?

Jobs that can pay $400K a year without a degree include commercial real estate brokers, successful YouTubers or influencers, self-employed software developers, high-stakes sales roles like enterprise tech sales, and business owners. These roles rely on skill, market demand, and performance rather than formal education.
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What jobs make $3,000 a month without a degree?

What jobs make $3,000 a month without a degree?
  • Dental Assistant. Dental assisting is one of the best-paying jobs you can start with no degree. ...
  • Medical Assistant. ...
  • Electrician or HVAC Technician. ...
  • Delivery Driver or Courier. ...
  • Office or Administrative Assistant. ...
  • Security Guard. ...
  • Real Estate Agent.
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What jobs will be gone by 2030?

By 2030, jobs involving highly repetitive, predictable tasks in data entry, administration, retail, transportation (like driving), and basic accounting face significant risk of automation by AI and technology, with roles like Data Entry Clerks, Bank Tellers, Cashiers, Postal Workers, and some Drivers particularly vulnerable, though many roles will transform rather than vanish entirely, creating new opportunities in AI, data analysis, and specialized trades. 
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Is R or C++ better?

C++ is a high-level programming language created for general-purpose use. It supports various libraries and frameworks. In comparison, R is a programming language mainly used for Statistics and Data Analysis. It is easier than C++ to learn for beginners.
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Is R in high demand?

1) Programming Languages (Python, R, etc.)

R is another popular language, especially for statistical analysis and visualization, and it remains in demand in many industries (particularly academia, research, and finance).
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Is R or Python better?

Neither R nor Python is universally "better"; they excel in different areas: Python is a versatile, general-purpose language great for big data, AI, and deployment, with easier syntax for beginners; R is a specialized statistical language superior for deep statistical analysis, data exploration, and high-quality visualizations (like with ggplot2), popular in academia and research. Choose Python for broader applications and production; choose R for focused statistical research and stunning graphs, though many data scientists use both.
 
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What is the #1 best paying job?

The #1 highest-paying job consistently ranks as Surgeons, especially specialized ones like Pediatric Surgeons, followed closely by Anesthesiologists, with median salaries often exceeding $250,000-$400,000+ annually, though high-level executive roles like CEOs also command massive incomes depending on the company's size and success. 
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Are 40 percent of billionaires engineers?

Did you know that 40% of the world's billionaires are engineers? Engineers play a pivotal role in shaping our world and its development, serving as stewards who provide direction for nations.
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How rare is a $500,000 salary?

While just 0.79 percent of jobs in the country paid more than $500,000 per year, that's well more than 1 million positions.
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