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Python for Data Science
Coursera
Course
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Python for Data Science

Fractal Analytics

Master Python in data science with hands-on projects covering data cleaning, exploratory analysis, applied statistics, and advanced visualization.

Unknown5 weeksGerman, HI, PS, RU

About this Course

Master Python for data science with hands‑on projects. Learn pandas, statistics, and visualization to solve real‑world business problems. Build job‑ready skills in data wrangling, exploratory data analysis (EDA), and charting with matplotlib/seaborn—no prior experience required. This beginner‑friendly course guides you through cleaning messy data, applying descriptive and inferential statistics, and preparing datasets for machine learning. You’ll design analyses that answer business questions, communicate insights with compelling visuals, and complete challenging assessments aligned to workplace scenarios. By the end, you’ll confidently manipulate data in pandas, automate workflows, and build dashboards that stakeholders understand. Start your data‑driven journey and turn raw data into decisions

What You'll Learn

  • Build pandas pipelines to clean, transform, and aggregate real-world datasets
  • Perform exploratory data analysis and compute descriptive statistics
  • Apply hypothesis tests and interpret outcomes for business decisions
  • Create publication-quality charts with matplotlib and seaborn

Prerequisites

  • Basic computer and internet skills
  • Ability to follow course instructions in English

Instructors

F

Fractal Analytics Academy

Topics

Data Analysis
Data Science
Software Development
Computer Science
Pandas (Python Package)
Statistical Hypothesis Testing
Jupyter
Data Wrangling
Data Manipulation
Feature Engineering

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علم البيانات
تطوير البرمجيات
علوم الحاسب
Pandas
اختبار الفرضيات الإحصائية
Jupyter
تنظيف ومعالجة البيانات
Data Manipulation
Feature Engineering

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