Data Science for Non-Programmers

Beginner

70 Lessons

13h

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

143 Playgrounds
8 Challenges
5 Quizzes

This course includes

143 Playgrounds
8 Challenges
5 Quizzes

Course Overview

Ready to move past Excel for complex business analysis? Then you’ll find this course very helpful. This hands-on introductory Data Science course is aimed at professionals and students who don't have any experience with programming. It will help you advance your career by preparing you to conduct meaningful data analysis in Python on any dataset — large or small. You’ll begin with the fundamentals of Python, with focus on CSV files in Python, covering concepts like data preprocessing and Exploratory Data ...Show More

Course Content

1.

What is Data Science

2.

Python Basics

3.

Handling Tabular Data in Python

4.

Data Cleaning

5.

Exploratory Data Analysis

6.

Statistical Inference

6 Lessons

7.

Predictive Models

11 Lessons

8.

Machine Learning

11 Lessons

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