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 (1286)
- Updated: Oct 21, 2025
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
- Latent variables
- Data fluency
- Exploratory data analysis
- Professional presentations
- Data limitations and biases
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
- 20 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
Principal Software Engineer
Josh Magee
Senior Data Scientist
Ria Cheruvu
AI Software Architect
Matt Maybeno
Principal Software Engineer
Reviews
Average Rating: 4.8 (1286 Reviews)
it was nice
A
Anurag Chowdhury
Apr 21, 2026
it is very useful for my career.
R
Ravindra Kumar Gupta
Apr 15, 2026
Udacity offers a well‑structured learning experience with practical, hands‑on projects that closely match real‑world scenarios. The course content is clear, engaging, and helped me strengthen my data analysis and visualization skills with confidence.
A
Ashuvendra Singh Jadaun
Apr 14, 2026
Very useful training
S
Simone Ortolan
Apr 13, 2026
Me ha gustado mucho y he disfrutado el proyecto final
J
Jose Luis Lazaro Contreras
Apr 9, 2026
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