Python for Data Science: The Complete Data Science Bootcamp

Python for Data Science: The Complete Data Science Bootcamp

A complete self-paced crash course on Python, brought to you by Muhammad Riaz Uddin. By the end of this course, you'll have practical knowledge you can apply immediately. Upon completion, you'll have a portfolio of Python projects to showcase your new skills. The course includes practical exercises that reinforce your learning experience.

4.1
1456 students
Created by Muhammad Riaz Uddin
Self-paced
English
0 enrolled
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

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Instructor:Muhammad Riaz Uddin
Duration:Self-paced
Language:English
Code:
Expires:Mar 13, 2026