Foundations of Statistics for Data Scientists: Learn R & Python
Foundations Statistics Data Scientists – Master statistical methods with R and Python for data science.
Overview: Learn Statistics for Data Science with R & Python
The Foundations of Statistics for Data Scientists is an essential resource for aspiring and experienced data scientists. This book provides a deep dive into statistical concepts, data analysis, and probability theory, all while leveraging R and Python for real-world applications.
With a structured approach, this guide explores **statistical inference, hypothesis testing, regression models, Bayesian statistics, and machine learning techniques**, helping you build a strong foundation in data science methodologies.
What You’ll Learn
- Understand essential statistical principles for data science.
- Statistical Analysis with R and Python: Apply key statistical methods using **R and Python programming.**
- Data Science Probability Theory: Master probability distributions, hypothesis testing, and statistical inference.
- Machine Learning with Statistical Models: Learn how statistics power modern ML algorithms.
- Advanced Data Science Techniques: Explore **Bayesian inference, regression models, and multivariate analysis.**
Who Should Read This Book?
- Data scientists and analysts looking to **deepen their statistical knowledge** with practical R & Python examples.
- Machine learning practitioners who want to **enhance model interpretability using statistics.**
- Students and researchers in data science, AI, and machine learning looking for **a structured statistics foundation.**
Book Details
- Title: Foundations of Statistics for Data Scientists
- Authors: Chapman & Hall/CRC
- Published: 2021
- Format: PDF / eBook
- Language: English
Why Choose This Guide?
- Comprehensive Coverage: Covers **statistical analysis, probability, and data science best practices.**
- Hands-On Learning: Includes practical coding examples in **R and Python.**
- Real-World Applications: Apply statistical models to **machine learning and AI.**
- Ideal for Data Scientists: Designed to help professionals master **statistical inference, probability, and ML techniques.**
Related Courses & Books
- Advanced Data Science & Machine Learning Courses
- Python for Data Science & Machine Learning
- Statistics & Probability for AI and ML
- https://www.amazon.com/Probability-Statistics-Data-Approach-Statistical/dp/0367436671
Gain a solid statistical foundation and **enhance your data science skills with R and Python** using the book. Get started today!
Discover more from Expert Training
Subscribe to get the latest posts sent to your email.
