Data Science > > Probability and Statistics

تحليل البيانات الاستكشافية

يغطي هذا المقرر التقنيات الاستكشافية الأساسية لتلخيص البيانات. يتم تطبيق هذه الأساليب عادة قبل أن تب...

Оптимизация портфеля с помощью модели Марковица

В этом курсе-проекте продолжительностью 1 час вы получите следующие навыки: вычисление ковариации и...

Исследование и генерация данных для принятия бизн.-реш.

Этот курс предоставляет аналитическую основу, позволяющую структурировано оценивать ключевые проблем...

Wrangling Data for Data Analysts with Python

By the end of this project, you will be able to analyze and data and answer three different question...

Untersuchen und Erstellen von Daten für Unternehmen

Dieser Kurs bietet einen analytischen Rahmen zur strukturierten Beurteilung von Schlüsselproblemen u...

Trees, SVM and Unsupervised Learning

"Trees, SVM and Unsupervised Learning" is designed to provide working professionals with a solid fou...

Tracking Objects in Video with Particle Filters

In this one hour long project-based course, you will tackle a real-world computer vision problem. We...

The Power of Statistics

This is the fourth of seven courses in the Google Advanced Data Analytics Certificate. In this cours...

Statistical Inference for Estimation in Data Science

This course introduces statistical inference, sampling distributions, and confidence intervals. Stud...

Statistical Inference and Hypothesis Testing in Data Science Applications

This course will focus on theory and implementation of hypothesis testing, especially as it relates...

Stability and Capability in Quality Improvement

In this course, you will learn to analyze data in terms of process stability and statistical control...

Simple Regression Analysis in Public Health

Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to...

Regression and Classification

Introduction to Statistical Learning will explore concepts in statistical modeling, such as when to...

R البرمجة باستخدام لغة

ستتعلم في هذه الدورة كيفية البرمجة بلغة R وكيفية استخدامها لتحليل البيانات بصورة فعالة. ستتعلم كيفية...

Optimizing Performance of LookML Queries

This is a Google Cloud Self-Paced Lab. In this lab, you'll learn the best methods to optimize query...

Optimization for Decision Making

In this data-driven world, companies are often interested in knowing what is the "best" course of ac...

Model Diagnostics and Remedial Measures

This course is best suited for individuals who have a technical background in mathematics/statistics...

Measurement Systems Analysis

In this course, you will learn to analyze measurement systems for process stability and capability a...

Mathematical Biostatistics Boot Camp 2

Learn fundamental concepts in data analysis and statistical inference, focusing on one and two indep...

Mastering Data Analysis with Pandas: Learning Path Part 5

In this structured series of hands-on guided projects, we will master the fundamentals of data analy...