Python Data Science: Data Prep & EDA with Python — 93% Off Coupon

Learn Python + Pandas for data cleaning, profiling & EDA, and prep data for machine learning & data science with Python

⭐ 4.7 out of 5(11,271 students enrolled)Created by Maven Analytics, and Alice ZhaoLast updated: 🌐 English

Course Overview - Key Takeaways

The following summarizes all verified data points for this course, including pricing, duration, instructor, and coupon validity. All data is sourced directly from Udemy and verified by CourseSpeak on .

•Course Title: Python Data Science: Data Prep & EDA with Python
•Provider: Udemy (listed via CourseSpeak)
•Instructor: Maven Analytics, Alice Zhao
•Coupon Verified On: April 23, 2026
•Difficulty Level: All Levels
•Category: Development
•Subcategory: Data Science
•Duration: 8h 30m of on-demand video
•Language: English
•Access: Lifetime access to all course lectures and updates
•Certificate: Official certificate of completion issued by Udemy upon finishing all course requirements
•Top Learning Outcomes: Master the core building blocks of Python for data science BEFORE applying machine learning algorithms · Scope data science projects by clearly defining the goals, techniques, and data sources needed for your analysis · Import and export flat files, Excel workbooks, and SQL database tables using Pandas
•Prerequisites: Jupyter Notebooks (free download, we'll walk through the install) · Familiarity with base Python and Pandas is recommended, but not required
•Price: $11.99 with coupon / Regular Udemy price: $169.99. Applying this coupon saves you $158.00 (93% OFF).
•Coupon: Click REDEEM COUPON below to apply discount
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What You'll Learn

This course gives you the following verified skills and competencies in Development:

✓Master the core building blocks of Python for data science BEFORE applying machine learning algorithms .
✓Scope data science projects by clearly defining the goals, techniques, and data sources needed for your analysis .
✓Import and export flat files, Excel workbooks, and SQL database tables using Pandas .
✓Clean data by converting data types, handling common data issues, and creating new columns for analysis .
✓Perform exploratory data analysis (EDA) by sorting, filtering, grouping, and visualizing data to discover patterns and insights .
✓Prepare data for machine learning models by joining tables, aggregating rows, and applying feature engineering techniques.

Course Requirements & Prerequisites

The following background knowledge and tools are recommended before starting this course. Students without these prerequisites may still enroll but should expect a steeper learning curve:

•Jupyter Notebooks (free download, we'll walk through the install)
•Familiarity with base Python and Pandas is recommended, but not required

About This Udemy Course

The following is the full official course description as published on Udemy by instructors Maven Analytics, Alice Zhao. It covers the curriculum structure, teaching methodology, and topic scope for this Development course:

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Course Comparison

Compare features side by side to find the best course for your needs.

FeatureCURRENT
ProviderUdemyUdemy
Price
$11.99$169.99-93%
$9.99$149.99-93%
Rating
4.7(11.3k)
4.7(33.7k)
Duration8h 30m11h 30m
CouponMT2604...AUG-20...
View DealCompare

Is the Python Data Science: Data Prep & EDA with Python Coupon Worth It?

Expert review by Josh Smith, Lead Course Reviewer at CourseSpeakUpdated Apr 23, 2026

The short answer is yes — provided the Development skills this course teaches actually line up with what you want to build. The regular price for Python Data Science: Data Prep & EDA with Python on Udemy is $169.99. The coupon code listed on this page drops that to $11.99 — a saving of $158.00, or 93% off the standard rate. Spread across 8h 30m of on-demand video, that works out to roughly $1.41 per hour of content — less than the cost of a single chapter of most printed development textbooks.

A discount is only worth something if the material delivers, and the curriculum here is built around practical outcomes. Maven Analytics and Alice Zhao walk you through master the core building blocks of Python for data science BEFORE applying machine learning algorithms, scope data science projects by clearly defining the goals, techniques, and data sources needed for your analysis, and import and export flat files, Excel workbooks, and SQL database tables using Pandas — concrete skills you can apply, not abstract theory. It has already been taken by 11,271 students and holds a 4.7-star average from verified reviews, which is a reasonable sign the content holds up in practice.

The bar to entry is low: Jupyter Notebooks (free download, we'll walk through the install); Familiarity with base Python and Pandas is recommended, but not required. That makes it a realistic choice even if Development is unfamiliar territory. In practical terms, expect around 8h 30m of on-demand video to work through at your own pace. The material is presented in English.

Pros

  • ✓Verified 93% price reduction.
  • ✓High learner satisfaction (4.7/5).
  • ✓Trusted by 11,271 students.
  • ✓Certificate + lifetime access.

Cons

  • !The coupon is time-limited — once it expires, the price tends to revert toward the standard $169.99.
  • !Lifetime access is tied to Udemy staying online; the platform can change its policies.
  • !Budget for the exercises and quizzes too — they add real time on top of the 8h 30m of video.
JS
Josh Smith
Lead Course Reviewer
Credentials →

"At roughly $1.41 an hour of video, Python Data Science: Data Prep & EDA with Python is priced sensibly for what it actually covers — master the core building blocks of Python for data science BEFORE applying machine learning algorithms and beyond. If Development is on your roadmap and you value the 4.7-star track record, this coupon is worth using while it's still valid."

✓
Final Verdict: Worth It
Saves you $158.00 against the standard Udemy price
New to redeeming coupons? Visit our step-by-step guide for detailed instructions on how to apply coupon codes.Coupon last verified April 23, 2026.At $11.99 you save $158.00 compared to the standard $169.99 price, and Udemy coupons are time-limited — redeem as soon as possible.

Course Rating Summary

This course holds an aggregate rating of 4.7 out of 5 based on 11,271 student reviews on Udemy. The distribution below shows the approximate percentage of students who gave each star rating.

4.7
11,271 Verified Ratings
5 stars
75%
4 stars
15%
3 stars
6%
2 stars
2%
1 star
2%

* Rating distribution is approximated from the aggregate score. Sourced from Udemy. Last verified: April 23, 2026.

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Instructor Profiles

Background information on Maven Analytics, Alice Zhao, the instructors responsible for this course on Udemy.

MA
Maven Analytics
Udemy Instructor
Full Profile ↗
Subject Area
Development
Total Students
11,271+ enrolled
Rating
4.7 / 5.0
Course Duration
8h 30m
Teaching Approach
Practical, project-based instruction built around real-world application of Development skills, with hands-on exercises and quizzes to reinforce each section.
AZ
Alice Zhao
Udemy Instructor
Full Profile ↗
Subject Area
Development
Total Students
11,271+ enrolled
Rating
4.7 / 5.0
Course Duration
8h 30m
Teaching Approach
Practical, project-based instruction built around real-world application of Development skills, with hands-on exercises and quizzes to reinforce each section.

Frequently Asked Questions

The following questions and answers cover the most common queries about this course, its coupon code, pricing, and enrollment process. All answers are based on verified data from Udemy as of April 23, 2026.

About the Author

Josh Smith
Josh Smith
Udemy Coupon Specialist

8+ years finding and verifying the best Udemy deals. Helped thousands of students save on premium courses through curated coupon codes and exclusive discounts.

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