Josh Magee
Senior Data Scientist
Data Analyst
Clean up messy data, uncover patterns and insights, and communicate your findings. You'll start with an introduction to data analysis tools, including Jupyter Notebook, NumPy, pandas, and Matplotlib. Using these tools, you will ask questions about data and answer them through data collection, exploration, wrangling, and visualization. This intermediate-level program includes real-world projects where you will choose your own datasets, research questions, and analysis approach. As you progress through the program, each course will repeat the data analysis process while introducing more advanced techniques, such as applying data imputation to fill in missing data and applying appropriate encodings when developing data visualizations.
- Nanodegree Program
- Intermediate
- 43 hours
- 4.8 (1308)
- Updated: Aug 3, 2026
Subscription · Monthly
- Cancel Anytime
- Unlimited access to hundreds of top-rated courses
- Hands-on projects with expert feedback
- Personalized career coaching and interview prep
- Program Certificates
Skills you'll learn
21 skills
- Data cleaning
- Data storage
- Data Tidiness Assessment
- Data gathering
- Data wrangling
- Pandas
- Data quality assessment
- File i/o
Prerequisites
6 prerequisites
Prior to enrolling, you should have the following knowledge:
You will also need to be able to communicate fluently and professionally in written and spoken English.
Program Outline
- 5 courses
- 17 lessons
- 3 projects
Program Instructors
3 instructors
Unlike typical professors, our instructors come from Fortune 500 and Global 2000 companies and have demonstrated leadership and expertise in their professions:
Ria Cheruvu
AI Software Architect
Matt Maybeno
Senior Applied ML Engineer
Josh Magee
Senior Data Scientist
Ria Cheruvu
AI Software Architect
Matt Maybeno
Senior Applied ML Engineer
Reviews
Average Rating: 4.8 (1308 Reviews)
the object detection project need to be updated !
M
Marco G
Jun 2, 2026
It's a very intense and advance program is highly recommended for the professionals who want to build a career as a perception engineer. It contains all the aspects of self-driving car specialization: computer vision, sensor fusion, localization, planning and control. Additional chapters for career services and interview preparation will help you to start applying for the autonomous driving vacancies really fast after the graduation.
O
Oleksandr
Oct 22, 2024
Exceptional program that equips you with the skills needed for the future of autonomous vehicles. Challenging projects, great instructors, and a supportive community make it a top choice for anyone passionate about self-driving technology
v
vivek chavan
Sep 9, 2023
carla simulator failed all the time !!!! wait for several weeks, no way to solve it
T
Tianhui Y.
Apr 10, 2023
This program provide the overall picture of Self Driving Car System. It allowed me to systematically learn the system.
H
Hiroki S.
Apr 4, 2023
About this program
Our Data Analyst Nanodegree program is a meticulously crafted data analyst online course that imparts essential skills for cleaning up messy data, uncovering patterns and insights, making predictions with machine learning, and effectively communicating findings. This intermediate-level program involves real-world projects where learners can apply their skills in data visualization, exploratory data analysis, latent variables, and more. The curriculum includes hands-on experience with Python, Pandas, NumPy, as well as advanced data wrangling and visualization using Matplotlib and Seaborn.
At Udacity, we empower our learners with practical, industry-relevant skills taught by professionals like Josh Magee, Ria Cheruvu, and Matt Maybeno. Our data analyst course is designed not just to impart knowledge but to ensure its application in real-world scenarios, enhancing both understanding and skill retention. Join us to advance your career in data analysis, where we provide the tools and support for your professional growth.
Subscription · Monthly
- Cancel Anytime
- Unlimited access to hundreds of top-rated courses
- Hands-on projects with expert feedback
- Personalized career coaching and interview prep
- Program Certificates