About Datanovia

Welcome to Datanovia, your all-in-one destination to master data science, machine learning, deep learning, data visualization, statistical analysis, and tools like Git, Docker, and VSCode. With a focus on Python and R programming, Datanovia provides tutorials, eBooks, and interactive projects for all skill levels, empowering learners and professionals to turn raw data into actionable insights.

Our Mission 🎯

At Datanovia, we aim to make data science accessible to everyone, regardless of background or experience. By breaking down complex concepts into practical and digestible guides, we help users confidently tackle real-world challenges in data analytics, machine learning, and computational biology.

Dual-Language Expertise: R and Python

Datanovia uniquely supports both R and Python programming languages, recognizing their strengths in data science and analysis. Whether you’re using R for statistical modeling or Python for machine learning, Datanovia bridges the gap by offering resources and tutorials tailored to both ecosystems.

A Full Range of Free Data Services 🚀

Our offerings include:

Comprehensive tutorials on data science, visualization, and statistical analysis.
Hands-on projects that enable learning by doing, bridging the gap between theory and practice.
Machine learning guides, including model building, evaluation, and advanced techniques in deep learning.
Tools and resources for containerization, software development practices (e.g., Git, Docker, vscode), and scalable data workflows.
Specialized guidance for genomic and clinical data analysis, including bioinformatics and precision medicine applications.

Special Expertise in Bioinformatics and Biostatistics

We specialize in advanced methods for bioinformatics and biostatistics, including:

Differential expression analysis.
Next-generation sequencing (NGS) data processing.
Pathway enrichment analysis.
Molecular classification for precision medicine.
Survival analysis and patient stratification.
Multi-omics data integration.

A Brief History 📖

Datanovia began as a passion project by Alboukadel Kassambara, who wanted to simplify data science concepts and make them accessible. Starting with a focus on R programming through STHDA.com, the platform has since evolved into a comprehensive resource hub.

Alboukadel Kassambara, Ph.D. in Bioinformatics and Cancer Biology, has over a decade of experience in data science, statistical analysis, and visualization. Alboukadel is widely recognized for his contributions to the R programming community, having developed popular R packages such as:

factoextra: Multivariate data analysis.
survminer: Survival analysis.
ggcorrplot: Correlation analysis.
ggpubr: Publication-ready plots.

Key Milestones

2010: Launch of sthda.com, covering R programming and data visualization.
2015-2018: Expanded to machine learning and statistical analysis tutorials.
2018-2025: Datanovia becomes a unified platform offering Python, R, machine learning, and data visualization resources.

Testimonials 💬

Datanovia website is really incredible. They understand the tools relevant to modern advanced scientific analysis—but teach it at the level of someone trying to build these skills from scratch. Incredible attention to detail.

Brandon USA

Datanovia is excellent, it's extremely useful. It boasts very good techniques, elegant codes, and is well-written and organized. It’s one of the best of its kind.

Zahra H France

I have never used any machine learning things before, so Datanovia was extremely useful in introducing the basics of working with clustering in R! What a nice and "down to earth" way of explaining such complex things! Thank you again!

Kate USA

My field is functional genomics, and i have found this site just recently. This is an absolutely terrific resource for cluster analysis using R. Great way to get some insights into ggplot2 too. Thank you very much!

Sergey Kalachikov Columbia University @ NYC

I'm psychologist, from Chile. This website is WONDERFUL! Comprehensive, clear, simple, great! Thank you!!!!

Pablo Chile

Why Choose Datanovia? 🌟

Diverse Topics: Covering everything from machine learning and deep learning to bioinformatics and statistical analysis.
Dual-Language Support: Tutorials available in both Python and R, giving you flexibility and choice.
Actionable Knowledge: Practical insights that can be applied immediately to real-world challenges.
Engaged Community: Join thousands of learners and professionals who trust Datanovia as their go-to resource.

Meet the Founder 👨‍🏫

Alboukadel Kassambara is a data scientist, author, and educator passionate about simplifying complex data topics. With years of experience in statistical analysis, machine learning, and visualization, Alboukadel created Datanovia to empower learners worldwide.

Connect with Alboukadel: - LinkedIn - Twitter - GitHub

Join Us on the Journey 🚀

At Datanovia, we’re committed to fostering a global community of learners. Whether you’re just starting out or advancing your career in data science, you’ll find the resources you need here. From free tutorials to premium content and interactive projects, Datanovia is your partner in mastering data.

Join us as we unlock the full potential of data together!

Learn. Analyze. Visualize. Empower your data science journey with Datanovia.

Explore our Resources and Tutorials to start learning today!