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Python for Data Science: The Complete Data Science Bootcamp

4.00
1,922 students
3h 54m
Updated Apr 2026

What you'll learn

What is Data Science?
Why Python for Data Science?
Introduction to Jupyter Notebooks
Variables, Data Types, and Operators
Control Flow: Conditionals and Loops
Working with Modules and Packages
Error Handling and Assertions
Introduction to Pandas: Series and DataFrames
Reading & Writing Data (CSV, Excel, JSON)
Data Cleaning & Preprocessing
Handling Missing Values & Duplicates
Data Transformation & Feature Engineering
Creating, Indexing, and Slicing Arrays
Mathematical Operations with NumPy
Useful NumPy Functions for Data Science
Introduction to Data Visualization
Plotting with Matplotlib
Seaborn for Statistical Graphics
Advanced Charts: Heatmaps, Pairplots, and Violin Plots
Identifying Patterns, Outliers & Trends
Using Pandas Profiling & Sweetviz

Course Description

Python for Data Science is the most in-demand skill for data analysts, data scientists, and machine learning engineers. This course is a complete, beginner friendly, and practical guide to learning data science using Python — no prior experience required.


You’ll learn how to analyze data, clean datasets, visualize insights, and work with real-world data using the most popular Python libraries used by professionals in the industry.


This course focuses on hands-on learning, helping you build real data science skills you can apply immediately in projects, jobs, and interviews.


What You’ll Learn

  • By the end of this course, you will be able to:

  • Use Python for data science and data analysis

  • Work confidently with NumPy and Pandas

  • Clean, transform, and manipulate real world datasets

  • Perform Exploratory Data Analysis (EDA)

  • Visualize data using Matplotlib and Seaborn

  • Understand basic statistics for data science

  • Apply Python to solve real business and data problems

  • Build a strong foundation for machine learning and AI


Why This Course Works

  • Beginner friendly with step by step explanations

  • Hands-on coding exercises and practice datasets

  • Real world examples used by data professionals

  • Clear explanations without unnecessary complexity

  • Designed for career growth and job readiness


Why Learn Python for Data Science?

Python is the #1 programming language for data science, analytics, and machine learning. By mastering Python for data science, you open the door to high paying roles, data driven decision making, and advanced technologies like AI and machine learning.


Enroll now and start your journey into Python for Data Science with confidence.

Requirements

  • No prior data science experience needed
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Python for Data Science: The Complete Data Science Bootcamp

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Course Details

  • Level All Levels
  • Lectures 44
  • Duration 3h 54m