Predictive Data Analysis with Python

Beginner

62 Lessons

10h

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Assessment
112 Playgrounds
5 Quizzes

This course includes

1 Assessment
112 Playgrounds
5 Quizzes

Course Overview

In this course, you will learn how to perform predictive data analysis using Python. The ideal audience is those who want to start their careers as data analysts. The main goal of this course is to show you how to use statistics to draw useful insights from data which can help in predicting future behavior or patterns. Beyond that, you’ll learn all the tools of the trade that data scientists use everyday including: NumPy, Pandas, Matplotlib, and Seaborn. You’ll learn not only how to extract meaningful insi...Show More

TAKEAWAY SKILLS

Analysis Tools

Data Extraction

Data Statistics

Data Cleaning

Data Manipulation

Data Visualization

Insights Extraction

Course Content

1.

Getting Started

2.

Numpy for Python

3.

Pandas for Python

4.

Statistics for Data Analysis

5.

Data Wrangling

6.

Visualizing the Data

9 Lessons

7.

Data Scraping

4 Lessons

8.

Project #1

6 Lessons

9.

Project #2

5 Lessons

10.

Conclusion

2 Lessons

Predictive Data Analysis Exam

Assessment

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